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What does a number in standard form look like?
a × 10ᵏ, with 1 ≤ a < 10 and k a whole number. Example: 4.53 × 10⁴.
In a × 10ᵏ, what is the allowed range for the coefficient a?
1 ≤ a < 10 (at least 1, less than 10). So 7 × 10³ ✓ but 12 × 10³ ✗.
Big number (10 or more): is the exponent positive or negative?
Positive. Example: 52 000 = 5.2 × 10⁴.
Small number (less than 1): is the exponent positive or negative?
Negative. Example: 0.0007 = 7 × 10⁻⁴.
How do you find the exponent k?
Count how many places the point moves to leave one non-zero digit in front. Left → positive, right → negative.
Write 73 000 in standard form.
7.3 × 10⁴.
Your GDC shows 6.1ᴇ-5. What is this in standard form?
6.1 × 10⁻⁵ — the ᴇ symbol means × 10.
Why is 45.3 × 10⁶ not standard form? Fix it.
The coefficient 45.3 is not between 1 and 10. Correct: 4.53 × 10⁷.
When you multiply powers of ten, what do you do to the exponents?
Add them. Example: 10³ × 10⁴ = 10⁷.
When you divide powers of ten, what do you do to the exponents?
Subtract them. Example: 10⁸ ÷ 10³ = 10⁵.
To raise a power of ten to a power, what do you do?
Multiply the exponents. Example: (10⁴)² = 10⁸.
How do you multiply two numbers in standard form?
Multiply the coefficients, add the powers of ten, then re-normalise. Example: (3×10⁴)(2×10³) = 6×10⁷.
Find (2 × 10³)² without a calculator.
4 × 10⁶ — square the coefficient (2² = 4) and double the exponent.
A cube has edge 3 × 10² cm. Find its volume in standard form.
(3×10²)³ = 27×10⁶ = 2.7 × 10⁷ cm³.
After multiplying you get 0.5 × 10⁻³. Fix it.
5 × 10⁻⁴ — 0.5 = 5 × 10⁻¹, so subtract 1 from the exponent.
After cubing you get 27 × 10⁶. Fix it.
2.7 × 10⁷ — 27 = 2.7 × 10¹, so add 1 to the exponent.
What makes a counting question an 'arrangement'?
Order matters — the position of each object counts, so ABC and CBA are different. Count by filling positions and multiplying.
Describe the box method for arrangements.
Draw one box per position, write how many choices go in each box, then multiply. Fill the most restricted box first.
How do you count r-digit numbers with no leading zero?
The first box has 9 choices (1–9, not 0); fill the rest from the remaining digits, then multiply.
How do you arrange ALL n distinct objects in a row?
n! = n × (n − 1) × … × 1. Example: 9 people in a line = 9! = 362880.
State the formula for ⁿPᵣ and what it counts.
ⁿPᵣ = n!/(n − r)! — the number of ways to arrange r objects out of n in a definite order.
How is ⁿPᵣ just the multiplication idea?
It multiplies r numbers counting down from n: n × (n − 1) × … (r factors). e.g. ⁸P₃ = 8 × 7 × 6 = 336.
Arrange ALL of them vs SOME of them — which formula?
All n → n!. Just r of them, in order → ⁿPᵣ = n!/(n − r)!.
Seats, finishing orders, codes — arrangement or not?
Arrangements — the position matters, so use n! (all) or ⁿPᵣ (some), filling positions and multiplying.
On Paper 2, where is nPr on the TI-84?
MATH, arrow right to PRB, then 2: nPr. Type n, choose nPr, type r, ENTER.
What is ⁿPₙ equal to?
n! — arranging all n in order (since n!/(n − n)! = n!/0! = n!).
First question to ask on any counting problem?
Does order matter? Arrange/rank/roles → yes (ⁿPᵣ); choose/team/committee → no (ⁿCᵣ). Then check for restrictions.
Trigger: 'together' / 'next to each other'?
Block method — glue them into one item, arrange, then multiply by the internal orders (k!).
Trigger: 'not together' / 'not adjacent'?
Total − together (for a pair), or the gap method (seat the others, drop the rest into separate gaps).
Trigger: 'must include' / 'always chosen'?
Fix that member in place, then choose the rest from those remaining.
Trigger: 'at least' / 'at most'?
Add up the allowed cases, or use total − unwanted (the complement).
Trigger: repeated letters?
Divide n! by the factorial of each repeated letter: n! ÷ (p! q! …).
Trigger: 'shortest route on a grid'?
Choose which of the moves go 'up' (or right): ⁿCᵣ.
Same numbers, different answer — why?
Because the wording sets the type. Medals (distinct roles) → ⁿPᵣ; a committee (no roles) → ⁿCᵣ.
When does the binomial expansion become an infinite series?
When n is negative or a fraction (not a positive whole number) — the terms never stop.
Extended binomial formula for (1 + x)ⁿ?
1 + nx + n(n−1)/2! x² + n(n−1)(n−2)/3! x³ + … , valid for |x| < 1.
How do you build each successive coefficient?
Multiply by the next falling factor of n on top and divide by the next factorial: n, then n(n−1)/2!, then n(n−1)(n−2)/3!.
How do you expand (1 + kx)ⁿ?
Replace every x in the formula with kx, then simplify — remember to square and cube the k.
First three terms of (1 + x)⁻¹?
1 − x + x².
First three terms of (1 − 3x)⁻²?
1 + 6x + 27x².
Coefficient of x in (1 + x)ⁿ?
n.
Coefficient of x² in (1 + x)ⁿ?
n(n − 1)/2.
General term of (a + b)ⁿ?
T_(r+1) = ⁿCᵣ aⁿ⁻ʳ bʳ — choose r of the b's.
How do you find the coefficient of a specific power xᵏ?
Use the general term; set the power of x equal to k to fix r, then compute ⁿCᵣ aⁿ⁻ʳ bʳ.
How do you find an unknown constant from a given coefficient?
Write the coefficient as an expression in the unknown, set it equal to the given number, and solve.
Coefficient of x² in (1 + ax)ⁿ (general term)?
ⁿC₂ a².
Coefficient of x³ in (2 + x)⁵?
⁵C₃ × 2² = 10 × 4 = 40.
In (1 + ax)⁵ the coefficient of x² is 40 (a > 0). Find a.
10a² = 40 ⇒ a² = 4 ⇒ a = 2.
Common mistake finding a binomial coefficient?
Forgetting to raise the inside coefficient to the power r — (2x)² = 4x², not 2x².
Why must you include the ⁿCᵣ?
The coefficient counts the ⁿCᵣ ways that term is formed — the powers alone aren't enough.
When is the extended series (1 + x)ⁿ valid?
When |x| < 1 — only then do the terms shrink so the series settles to a value.
Validity of (1 + kx)ⁿ?
|kx| < 1, i.e. |x| < 1/|k|.
How do you approximate a root with the series?
Choose x so the bracket equals the target number (x should be small), then evaluate the first few terms.
Estimate √1.02 using (1 + x)^(1/2) ≈ 1 + ½x − ⅛x²?
x = 0.02: 1 + 0.01 − 0.00005 = 1.00995.
Why does the series need |x| < 1?
Only then do the powers of x get smaller, so the later terms fade and the sum converges.
Validity of (1 − 2x)⁻¹?
|2x| < 1, so |x| < ½.
What x in (1 + x)^(1/2) estimates √1.04?
x = 0.04 (since 1 + x = 1.04).
Does a smaller x give a better estimate?
Yes — the later (ignored) terms are even tinier, so the first few terms are more accurate.
When should you use a selection, ⁿCᵣ?
When you pick a GROUP and the order inside doesn't matter — a team, a committee, a sample. {A,B} is the same as {B,A}.
State the quick rule for ⁿCᵣ.
Top: r numbers counting down from n. Bottom: r! = r × (r − 1) × … × 1. e.g. ⁵C₂ = (5 × 4)/(2 × 1) = 10.
Why does ⁿCᵣ divide by r!?
Picking r in order counts each group r! times (its r! orderings). A group has no order, so divide those out.
Selection or arrangement — how do you tell?
Ask: does the order matter? Order matters → arrangement (ⁿPᵣ). Order doesn't → selection (ⁿCᵣ).
State the full formula for ⁿCᵣ.
ⁿCᵣ = n!/(r!(n − r)!) — the number of ways to choose r objects from n with order ignored.
Compute ⁸C₃ by hand.
(8 × 7 × 6)/(3 × 2 × 1) = 336/6 = 56.
On Paper 2, where is nCr on the TI-84?
MATH, arrow right to PRB, then 3: nCr. Type n, choose nCr, type r, ENTER.
Team, committee, sample, handful — which formula?
ⁿCᵣ — these are unordered groups, so order doesn't matter.
A question says the digits must be in 'increasing order'. Arrange or choose?
Choose — the increasing order is fixed, so each set of digits gives exactly one number. Count with ⁿCᵣ.
Why is 'increasing order' a selection, not an arrangement?
Once you pick the items, there is only ONE way to put them in increasing order — nothing is left to arrange, so order doesn't add anything.
How many 4-digit numbers have strictly increasing digits?
Choose 4 from 1–9 (0 can't appear): ⁹C₄ = 126.
Which wordings force the order (so you just choose)?
'increasing order', 'decreasing order', 'alphabetical order' — all fix the order, so use ⁿCᵣ.
For increasing-digit numbers, why can't 0 be used?
In increasing order 0 would have to come first, but a number can't start with 0. So choose from 1–9.
3 letters from A–G in alphabetical order — how many?
Choose 3 of the 7 letters: ⁷C₃ = 35 (alphabetical order is automatic).
If you used ⁿPᵣ for an 'increasing order' question, what went wrong?
You counted the orderings, but the order is forced (one per set). Divide out — i.e. use ⁿCᵣ instead.
Increasing order vs decreasing order — different counts?
No — both fix the order, so both are ⁿCᵣ. Each chosen set has one increasing and one decreasing arrangement.
How do you count groups that MUST include a particular person?
Put that person in first (they use one place), then choose the rest from the people who are left.
'A committee of 4 from 10 must include the captain' — how many?
Captain in, choose 3 from the remaining 9: ⁹C₃ = 84.
How do you count groups that must NOT include a particular person?
That person is unavailable, so just choose from everyone else.
'A committee of 4 from 10 must exclude one person' — how many?
Choose all 4 from the other 9: ⁹C₄ = 126.
After fixing or removing a required/forbidden person, what's left to do?
An ordinary selection (ⁿCᵣ) on the remaining people for the remaining places.
When you 'include' a fixed member, how do the numbers change?
Both drop by 1: one fewer place to fill AND one fewer person to choose from.
When you 'exclude' a person, how do the numbers change?
The number of people drops by 1, but the number of places stays the same.
Trigger words for a 'required person' question?
'must include', 'always plays', 'the chair is on the committee', or 'must not be chosen / refuses'.
How do you count a group with exactly so many from each category?
Choose from each group separately, then multiply (AND → ×). e.g. 2 men and 2 women = ⁵C₂ × ⁶C₂.
Why multiply when choosing from two groups?
Each way of choosing the first group can pair with each way of choosing the second — that's the multiplication principle.
How do you count 'at least 2 women'?
Add the cases: exactly 2 + exactly 3 + … Each case = choose that many women AND the rest from the other group.
When is the complement (total − unwanted) faster?
When there are many 'at least' cases but few to exclude — e.g. 'at least 1' = total − (none).
'Exactly 2 men out of a committee of 4' — what about the rest?
The other 2 must be women, so multiply ⁵C₂ (men) × ⁶C₂ (women) — the numbers add to 4.
'At most 1 girl' on a team of 4 — which cases?
Exactly 0 girls + exactly 1 girl, added together.
Common slip when choosing from groups?
Adding the two ⁿCᵣ values instead of multiplying them (it's AND, not OR).
How do you handle 'sum divisible by 3' type group questions?
Split the numbers into remainder groups (mod 3), then count the choices that make the total work — choosing from each group, multiplying and adding cases.
How do you count arrangements where some people must stay together?
Glue them into one block, arrange the blocks, then multiply by the ways to arrange inside the block.
A block of k people has how many internal orders?
k! — the ways to arrange the k people inside the block.
'A and B must sit together' — the method?
Treat AB as one block. Arrange the (n − 1) things, then × 2 for the AB / BA orders inside.
'A immediately after B' vs 'A and B together' — what's different?
'Together' allows both internal orders (× 2). 'Immediately after' fixes the order (× 1).
After gluing a block, how many things do you arrange?
One fewer for each extra person in the block — a block of k among n total leaves (n − k + 1) things to arrange.
3 books must stay together among 7 — how many arrangements?
Glue the 3: arrange 5 things (5!) × 3! inside = 120 × 6 = 720.
Why does 'immediately after' use × 1, not × 2?
The order inside the block is fixed (only one way), so there's nothing extra to multiply by.
Trigger words for the block method?
'together', 'next to each other', 'side by side', 'consecutive', 'immediately after/before'.
How do you count arrangements where two people must NOT be together?
Total − together. Count all arrangements, then subtract the ones where the two ARE together (block method).
How do you count 'no two of a group adjacent'?
Gap method: arrange the other items first; they make gaps; place the restricted items into different gaps.
How many gaps do n seated items make?
n + 1 gaps — one between each pair plus one at each end.
In the gap method, why use ⁿPᵣ for placing the restricted items?
They go into different gaps and the items are distinct, so the order in which gaps are filled matters → ⁿPᵣ.
'5 friends, A and B not together' — how many?
5! − (4! × 2) = 120 − 48 = 72.
'4 boys, 2 girls, no two girls adjacent' — how many?
Boys 4! = 24, 5 gaps, girls ⁵P₂ = 20: 24 × 20 = 480.
'Not together' vs 'no two adjacent' — which method?
A single pair not together → total − together. A whole group with none adjacent → the gap method.
Trigger words for separation questions?
'not next to', 'not adjacent', 'apart', 'at least one seat between', 'not sharing a boundary'.
How do you count shortest routes across a grid (right/up only)?
A route is an arrangement of right and up moves. Choose which moves go 'up' (or right) with ⁿCᵣ.
How many shortest routes cross an a-wide, b-tall grid?
Make a right moves and b up moves (a + b total); choose the b up moves: ⁽ᵃ⁺ᵇ⁾Cᵦ.
How do you count arrangements of a word with repeated letters?
Divide n! by the factorial of each repeated letter: n! ÷ (p! q! …).
Why divide by the repeats' factorials?
Swapping two identical letters gives the same word, so plain n! counts each arrangement several times; dividing removes the duplicates.
Arrangements of BANANA?
6 letters with A×3, N×2: 6! ÷ (3! 2!) = 720 ÷ 12 = 60.
Shortest routes across a 4-wide, 3-tall grid?
7 moves, choose 3 up: ⁷C₃ = 35.
Grid routes vs word arrangements — what's the link?
A grid route is a word made of two letters (R and U), so both use the same arrangement idea.
Arrangements of MISSISSIPPI?
11 letters with S×4, I×4, P×2: 11! ÷ (4! 4! 2!) = 34650.
How do you find n from ⁿP₂ = k?
ⁿP₂ = n(n − 1). Set n(n − 1) = k, rearrange to a quadratic, solve, and keep the positive whole-number root.
How do you find n from ⁿC₂ = k?
ⁿC₂ = n(n − 1)/2. Multiply by 2 to get n(n − 1) = 2k, solve the quadratic, keep the positive root.
Why reject the negative root when finding n?
n counts objects, so it must be a positive whole number — a negative root has no meaning.
What does ⁿP₂ expand to?
n(n − 1).
What does ⁿC₂ expand to?
n(n − 1)/2.
Shortcut for ⁿCₐ = ⁿC_b when a ≠ b?
a + b = n, because ⁿCᵣ = ⁿCₙ₋ᵣ. e.g. ⁿC₃ = ⁿC₇ ⇒ n = 10.
Solve ⁿP₂ = 42.
n(n − 1) = 42 ⇒ (n − 7)(n + 6) = 0 ⇒ n = 7.
Solve ⁿC₂ = 28.
n(n − 1) = 56 ⇒ (n − 8)(n + 7) = 0 ⇒ n = 8.
How do you split p(x)/[(x − a)(x − b)] (two different linear factors)?
Write it as A/(x − a) + B/(x − b), then find A and B.
What is the cover-up method?
Clear the fractions, then substitute the x that makes one bracket zero — it deletes a term and leaves a single unknown.
To find A (the numerator over (x − a)), which x do you substitute?
x = a — the root of its own bracket — which zeroes the OTHER term and isolates A.
First step in any partial-fractions question?
Multiply both sides by the whole denominator to clear the fractions.
Split (5x − 1)/[(x + 1)(x − 2)].
2/(x + 1) + 3/(x − 2).
Split (x + 7)/[(x − 1)(x + 3)].
2/(x − 1) − 1/(x + 3).
When can you use the two-fraction split?
When the bottom is two DIFFERENT linear factors, e.g. (x − 1)(x + 3).
How do you check your A and B?
Add the two fractions back over a common denominator — you should recover the original fraction.
What if the denominator is given as a quadratic, not two brackets?
Factorise it first into (x − a)(x − b), then split as usual.
When is a fraction 'top-heavy' (improper)?
When the top's highest power is as big as (or bigger than) the bottom's. You must divide first.
How do you handle a top-heavy fraction?
Divide to peel off a whole part, leaving a proper fraction; then split the proper part into partial fractions.
Split x²/[(x − 1)(x + 1)].
1 + (1/2)/(x − 1) − (1/2)/(x + 1) — divide first since x² = (x² − 1) + 1.
Factorise x² + x − 6.
(x + 3)(x − 2).
Factorise x² − 4 to split a fraction over it.
(x − 2)(x + 2) — difference of two squares.
Besides cover-up, how else can you find A and B?
Equate coefficients: expand the right side and match the x-terms and the constant terms, then solve.
Can you split (x² + 1)/(x² − 1) straight away?
No — same degree top and bottom (top-heavy). Divide first: it's 1 + 2/(x² − 1).
What is i?
The imaginary unit, defined by i² = −1 (so i = √(−1)).
What is the Cartesian form of a complex number?
z = a + bi, where a is the real part and b is the imaginary part.
How do you add or subtract complex numbers?
Combine the real parts together and the imaginary parts together — they don't mix.
How do you multiply complex numbers?
Expand like two brackets (FOIL), then replace every i² with −1 and collect terms.
(3 + 2i) + (1 − 5i) = ?
4 − 3i.
(3 + 2i)(1 − 4i) = ?
3 − 12i + 2i − 8i² = 3 − 10i + 8 = 11 − 10i.
Powers of i: i, i², i³, i⁴?
i, −1, −i, 1 — then the cycle repeats.
What does i² equal, and why does it matter?
i² = −1; it's the step that turns a multiplication of complex numbers back into a + bi form.
What is the conjugate of z = a + bi?
z* = a − bi — flip the sign of the imaginary part (real part unchanged).
What is z × z*?
a² + b², which is always a real number (= |z|²).
How do you divide complex numbers?
Multiply top and bottom by the conjugate of the bottom, making the denominator real, then write as a + bi.
Conjugate of 4 − 7i?
4 + 7i.
Why multiply by the conjugate when dividing?
Because z × z* = a² + b² is real, so it clears the i from the denominator.
Express (5 + i)/(2 − 3i) as a + bi.
Multiply by (2 + 3i)/(2 + 3i): (7 + 17i)/13 = 7/13 + (17/13)i.
On an Argand diagram, where is z*?
The mirror image of z in the real axis (same real part, opposite imaginary part).
z × z* for z = 2 + 5i?
4 + 25 = 29.
What is an Argand diagram?
The plane for complex numbers: real part across (horizontal), imaginary part up (vertical).
Where does z = a + bi sit on an Argand diagram?
At the point (a, b).
What is the modulus |z|?
The distance from the origin to z; |z| = √(a² + b²).
Why is |z| = √(a² + b²)?
It's Pythagoras — the point (a, b) is at horizontal distance a and vertical distance b from the origin.
|3 + 4i| = ?
√(9 + 16) = √25 = 5.
|5 − 12i| = ?
√(25 + 144) = √169 = 13.
Can the modulus be negative?
No — it's a distance, so |z| ≥ 0.
How does the sign of b affect the plot and the modulus?
It decides up (b > 0) or down (b < 0) on the diagram; the modulus is unaffected because b is squared.
What is polar (modulus-argument) form?
z = r(cosθ + i sinθ) = r cisθ, where r = |z| (modulus) and θ = arg z (argument).
How do you find the modulus and argument from a + bi?
r = √(a² + b²); θ = arctan(b/a), then adjust for the quadrant.
How do you convert polar back to Cartesian?
a = r cosθ and b = r sinθ, then write a + bi.
Why must you check the quadrant for the argument?
arctan(b/a) only returns quadrant 1 or 4 angles; quadrant 2 or 3 points need ±π added.
Write 1 + √3 i in polar form.
r = 2, θ = π/3, so 2 cis(π/3).
Write −√3 + i in polar form.
r = 2; quadrant 2 so θ = π − π/6 = 5π/6; 2 cis(5π/6).
Convert 2 cis(π/6) to Cartesian.
a = 2cos30° = √3, b = 2sin30° = 1, so √3 + i.
What does the argument θ mean geometrically?
The angle the line from 0 to z makes with the positive real axis.
How do you multiply complex numbers in polar form?
Multiply the moduli and add the arguments: r₁r₂ cis(θ₁ + θ₂).
How do you divide complex numbers in polar form?
Divide the moduli and subtract the arguments: (r₁/r₂) cis(θ₁ − θ₂).
What does multiplying by r cisθ do geometrically?
Scales the point by r and rotates it by θ about the origin.
What does multiplying by i do on the Argand diagram?
Rotates 90° anticlockwise (i = cis(π/2), modulus 1).
(2 cis(π/6))(3 cis(π/4)) = ?
6 cis(5π/12) — moduli 2×3 = 6, arguments π/6 + π/4 = 5π/12.
(12 cis(2π/3))/(4 cis(π/4)) = ?
3 cis(5π/12) — moduli 12÷4 = 3, arguments 2π/3 − π/4 = 5π/12.
Common mistake multiplying in polar form?
Adding the moduli or multiplying the arguments. It's moduli × and arguments +.
Why is polar form good for products?
Multiplying just scales and rotates, so it needs only one multiply and one add — no FOIL.
What is exponential (Euler) form?
z = r e^(iθ), with r the modulus and θ the argument in radians.
What is Euler's formula?
e^(iθ) = cosθ + i sinθ — it links the exponential form to the polar form.
How do you multiply in exponential form?
Multiply the moduli and ADD the exponents: r₁r₂ e^(i(θ₁+θ₂)) (an index law).
How do you divide in exponential form?
Divide the moduli and SUBTRACT the exponents: (r₁/r₂) e^(i(θ₁−θ₂)).
Write 4 + 4i in exponential form.
r = 4√2, θ = π/4, so 4√2 e^(iπ/4).
What is e^(iπ)?
−1 (so e^(iπ) + 1 = 0, Euler's identity).
The three forms of a complex number?
Cartesian a + bi, polar r cisθ, exponential r e^(iθ) — all the same number.
Why is the exponent written iθ, not θ?
Because e^(iθ) = cosθ + i sinθ; the i is essential — e^(θ) would be a real exponential.
If a real-coefficient polynomial has root a + bi, what else is a root?
Its conjugate a − bi — complex roots come in conjugate pairs.
What real quadratic has roots a ± bi?
z² − 2az + (a² + b²) (middle term −sum, constant = product).
How do you finish a polynomial given one complex root?
Write the conjugate, form their real quadratic, divide it out, then solve what's left.
Why does the conjugate-pair rule need real coefficients?
The proof relies on conjugating the whole equation; with real coefficients the equation is unchanged, forcing the conjugate to be a root.
Another root if 2 + i is a root (real coefficients)?
2 − i.
Real quadratic with roots 1 ± 2i?
z² − 2z + 5 (sum 2, product 5).
Can a real cubic have exactly two real roots and one complex root?
No — complex roots come in pairs, so a cubic has either 3 real roots or 1 real + a conjugate pair.
Roots of z³ − 3z² + 7z − 5 given 1 + 2i is one?
1 + 2i, 1 − 2i, 1.
State De Moivre's theorem.
(r cisθ)ⁿ = rⁿ cis(nθ) — power the modulus, multiply the argument by n.
How do you raise a complex number to a power?
Convert to polar form, apply De Moivre (rⁿ, nθ), then convert back if needed.
Why convert to polar before powering?
De Moivre only applies to polar/exponential form; powering a + bi directly means a messy binomial expansion.
(1 + i)⁸ = ?
(√2 cis(π/4))⁸ = (√2)⁸ cis(2π) = 16.
(√3 + i)⁶ = ?
(2 cis(π/6))⁶ = 2⁶ cis(π) = −64.
De Moivre in exponential form?
(r e^(iθ))ⁿ = rⁿ e^(inθ) — same idea via index laws.
Common De Moivre mistake?
Multiplying r by n instead of powering it (it's rⁿ), or forgetting to multiply the angle by n.
(1 − i)⁴ = ?
(√2 cis(−π/4))⁴ = 4 cis(−π) = −4.
How many nth-roots does a non-zero complex number have?
Exactly n distinct nth-roots.
Where do the nth-roots sit on an Argand diagram?
On a circle of radius R^(1/n), equally spaced 2π/n apart (a regular n-gon).
Formula for the nth-roots of R cisφ?
z_k = R^(1/n) cis((φ + 2πk)/n) for k = 0, 1, …, n − 1.
How do you get all the roots once you have one?
Keep adding 2π/n to the argument until you have n of them.
The three cube roots of 1?
1, cis(2π/3) = −½ + (√3/2)i, cis(4π/3) = −½ − (√3/2)i.
Cube roots of 8?
2, −1 + √3 i, −1 − √3 i (modulus 2, spaced 120°).
What modulus do all the nth-roots share?
R^(1/n), where R is the modulus of the original number.
Why do the roots form a regular polygon?
They share the same modulus (so lie on a circle) and are equally spaced 2π/n apart.
What are the four steps of proof by induction?
Base case (n = 1), assume true for n = k, prove true for n = k + 1, conclude true for all n.
What's the domino analogy for induction?
Knock the first domino (base case) and show each knocks the next (k ⇒ k + 1), so they all fall (all n).
What must the inductive step USE?
The assumption (the result for n = k) — that's the link that proves n = k + 1.
How do you finish an induction proof?
State the conclusion: true for n = 1 and 'true for k ⇒ true for k + 1', so true for all n ∈ ℤ⁺.
Base case for 1 + 2 + … + n = n(n+1)/2?
n = 1: LHS = 1, RHS = 1(2)/2 = 1 ✓.
In a divisibility induction, the key move in the step?
Rewrite the (k+1) expression so the assumption (e.g. 6ᵏ − 1 = 5m) appears, then factor out the divisor.
Why is the base case essential?
Without a true starting case, the chain k ⇒ k + 1 never gets going — nothing is ever shown true.
What does 'assume true for n = k' mean?
Take the statement as given for one (unspecified) value k, so you can use it to prove the next case.
How does proof by contradiction work?
Assume the statement is false, derive something impossible (a contradiction), so the assumption is wrong and the statement is true.
What do you assume at the start of a contradiction proof?
The negation (opposite) of what you want to prove.
What does reaching a contradiction prove?
That the assumption (the opposite) is false — so the original statement is true.
Outline the proof that √2 is irrational.
Assume √2 = p/q in lowest terms; show p² = 2q² makes both p and q even, contradicting 'no common factor'.
How do you prove 'if n² is even then n is even' by contradiction?
Assume n is odd (n = 2k+1); then n² = 2(2k²+2k)+1 is odd, contradicting n² even.
Prove the sum of a rational and an irrational is irrational — the contradiction?
Assuming r + x is rational forces x = (r + x) − r to be rational, contradicting x irrational.
How should you open a contradiction proof in an exam?
'Assume, for contradiction, that … [the negation].'
Is a contradiction a mistake?
No — it's the goal; it shows the assumption can't hold.
What is a counterexample?
A single case where a 'for all' statement fails — enough to prove the statement false.
How many counterexamples disprove a universal statement?
Just one.
Where should you look for counterexamples?
Small numbers (0, 1), negatives, fractions, and edge cases.
Counterexample to 'all primes are odd'?
2 — it's prime and even.
Counterexample to 'a² = b² ⇒ a = b'?
a = 2, b = −2: 4 = 4 but 2 ≠ −2.
Counterexample to 'x² ≥ x for all real x'?
x = ½: ¼ < ½.
Counterexample to 'the sum of two irrationals is irrational'?
√2 + (−√2) = 0, which is rational.
What must you check about a counterexample?
That it meets the statement's condition (hypothesis) but breaks the conclusion.
How do you solve three linear equations in three unknowns by hand?
Eliminate one variable to get two equations in two unknowns, solve those, then back-substitute for the third.
How do you eliminate a variable?
Add or subtract two equations (scaling one first if needed) so that variable cancels.
How do you find the third unknown after the first two?
Back-substitute the known values into one of the original equations.
How do you solve a 3×3 system on the GDC (Paper 2)?
Use the simultaneous-equation solver (PlySmlt2) or enter the coefficient matrix and use rref.
What if the coefficients don't match to cancel?
Multiply an equation by a constant first so a variable's coefficients are equal (or opposite).
How do you check a solution (x, y, z)?
Substitute it into the equation you didn't use last; all three should hold.
Solve x + y + z = 6, x − y + z = 2, 2x + y − z = 1.
x = 1, y = 2, z = 3.
Why eliminate the SAME variable from two pairs?
It leaves two equations in the same two unknowns, which you can then solve as a 2×2 system.
How many solutions can a system of linear equations have?
Exactly one, none, or infinitely many — never a finite number greater than one.
What does 0 = 0 at the end of elimination mean?
An equation was redundant → infinitely many solutions (planes meet in a line).
What does 0 = (non-zero) mean?
The equations contradict each other → no solution (inconsistent).
Geometrically, what is a unique solution?
The three planes meet at a single point.
Geometrically, what is 'infinitely many solutions'?
The three planes meet along a common line (or coincide).
Geometrically, what is 'no solution'?
The planes have no point common to all three (e.g. they form a triangular prism).
For a parameter k, how do you find the consistent value?
Eliminate to two copies of the same left side, then set their right-hand sides equal.
Can a linear system have exactly two solutions?
No — only 0, 1, or infinitely many.
What is an arithmetic sequence?
A sequence where each term differs from the previous one by a constant amount, the common difference d. Example: 4, 7, 10, 13 has d = 3.
What is the common difference, and how do you find it?
The constant gap between consecutive terms: d = uₙ − uₙ₋₁. Subtract any term from the next. Example: in 9, 5, 1 the difference is d = −4.
An arithmetic question asks for 'the value of u₂₀' in one part and 'which term equals 100' in another — how do you tell them apart?
Both use uₙ = u₁ + (n − 1)d. Want a VALUE (u₂₀)? Put n = 20 and compute. Want a POSITION ('which term = 100')? Set the formula equal to that value and solve for n. Spot value-vs-position first.
Why is it (n − 1)d and not nd in the nth-term formula?
You start at u₁ and add d only on each step after the first, so reaching the nth term takes (n − 1) steps. Example: u₅ = u₁ + 4d.
How do you find d from two terms, e.g. u₃ = 17 and u₇ = 41?
Divide the difference by the number of steps between them: (41 − 17) ÷ (7 − 3) = 24 ÷ 4 = 6.
How do you find which term equals a given value?
Set uₙ = u₁ + (n − 1)d equal to the value and solve for n. Example: 4 + (n−1)5 = 99 ⇒ n = 20.
Given a rule like uₙ = 20 − 4n, how do you read u₁ and d?
Substitute n = 1 for the first term (u₁ = 16); the coefficient of n is the common difference (d = −4).
When are three terms u₁, u₂, u₃ arithmetic?
When the differences are equal: u₂ − u₁ = u₃ − u₂. The middle term is the average of its neighbours.
How do you find an unknown k so that k+2, 2k+3, 5k−2 are arithmetic?
Set u₂ − u₁ = u₃ − u₂ and solve: (k + 1) = (3k − 5) ⇒ k = 3.
What is the difference between a sequence and a series?
A sequence is the list of terms (3, 7, 11, …); a series is their sum (3 + 7 + 11 + …).
In a word problem, do you add d n times or (n − 1) times?
Spot u₁ first. If you want a TERM ('the 6th row'), it's n − 1 jumps (row 1 = 0 jumps). If u₁ is a starting amount and you want the value 'after n years/steps', it's n jumps. Always ask: how many times do I add d to get there?
You are given u₁ = 7 and d = 4 and asked for the sum of the first 20 terms. What do you reach for — and what is the time-trap?
Go straight to Sₙ = (n/2)(2u₁ + (n − 1)d): S₂₀ = 10(14 + 19×4) = 900. Trap: do not waste time finding u₂₀ first — the u₁-and-d form needs only what you are given.
A question asks 'how many terms until the running total first passes 500?'. How do you set it up?
It is a TOTAL, so use the sum: set Sₙ > 500 and solve for n, then round UP to the next whole number (on Paper 2, scan the GDC table of Sₙ). Spot 'total/altogether' ⇒ Sₙ, not uₙ.
How do you choose which sum formula to use?
Know u₁ and d → use (n/2)(2u₁ + (n − 1)d). Know u₁ and the last term → use (n/2)(u₁ + uₙ).
If you are told Sₙ as a formula, how do you find the first term?
u₁ = S₁ — substitute n = 1 into the sum. Example: Sₙ = 2n² + 3n ⇒ u₁ = 5.
How do you recover any term from a sum formula Sₙ?
uₙ = Sₙ − Sₙ₋₁ — the running total up to n minus the running total up to n − 1.
How can you tell a sequence is arithmetic from its sum?
Its sum is a quadratic in n with no constant term (Sₙ = an² + bn). The common difference is 2a.
In an arithmetic sequence u₅ = 20 and S₅ = 70. How do you find u₁?
Use S₅ = (5/2)(u₁ + u₅): 70 = (5/2)(u₁ + 20) ⇒ u₁ + 20 = 28 ⇒ u₁ = 8.
Why is there a factor of n/2 in the sum formula?
Pairing the first and last terms gives a constant total u₁ + uₙ, and there are n/2 such pairs, so Sₙ = (n/2)(u₁ + uₙ).
How do you find d when given two sums, e.g. S₅ and S₆?
u₆ = S₆ − S₅ gives a term; combined with the sum formula you can solve for u₁ and d.
Find S₈ for u₁ = 10, u₈ = 45.
S₈ = (8/2)(10 + 45) = 4 × 55 = 220.
What is the difference between Sₙ and uₙ?
uₙ is a single term (the nth one); Sₙ is the total of the first n terms: Sₙ = u₁ + u₂ + … + uₙ.
What does the sigma symbol Σ mean?
Add up. Substitute the index from the lower limit to the upper limit into the expression and sum the results. Example: Σ r=1→4 of (2r+1) = 3+5+7+9 = 24.
In sigma notation, what are the lower and upper limits?
The lower limit (below Σ) is where the index starts; the upper limit (above Σ) is where it stops. Both endpoints are included.
How many terms are in a sigma sum?
Upper limit − lower limit + 1. Example: Σ r=2→9 has 9 − 2 + 1 = 8 terms.
How do you know a sigma sum is an arithmetic series?
When the summand is linear in the index (like 3r + 2). The common difference equals the coefficient of the index.
How do you evaluate Σ r=1→10 of (3r + 2) by hand?
First term 5, last term 32, n = 10; then S = (10/2)(5 + 32) = 185.
For a sum of a linear term, how do you read u₁ and d?
u₁ = the summand at the lower limit; d = the coefficient of the index. Then use the arithmetic sum formula.
What is the most common sigma mistake?
Counting terms as (upper − lower) and forgetting the +1, or assuming the index starts at 1.
How can you evaluate a sigma sum on the GDC?
On Paper 2 use sum(seq(expression, index, lower, upper)). On Paper 1 you must use the arithmetic sum formula by hand.
How do you spot an arithmetic model in a word problem?
Look for a quantity that changes by the same amount each step (a fixed raise, a fixed number per row). Then u₁ = the start and d = the constant change.
How do you translate 'starts at 20, rises by 4 each time'?
u₁ = 20 and d = 4. The nth value is uₙ = 20 + (n − 1)4.
In a decreasing arithmetic sequence, when is the sum Sₙ greatest?
At the last term that is still positive or zero — find where uₙ = 0. Adding later negative terms only shrinks the total.
How do you find the maximum sum of an arithmetic sequence?
Solve uₙ = 0 for n, then evaluate Sₙ at that position. Example: u₁ = 48, d = −3 ⇒ u₁₇ = 0 ⇒ S₁₇ = 408.
How can the GDC help find a maximum sum (Paper 2)?
Graph Sₙ or scan a table of Sₙ and read off the largest value; the peak is at the term where uₙ = 0.
How do you find the first term past a threshold?
Set up an inequality with uₙ, solve for n, then round to the next whole number (n must be a positive integer).
A sequence has u₁ = 90, d = −7. Which is the first term below 20?
90 − 7(n − 1) < 20 ⇒ n > 11 ⇒ n = 12; u₁₂ = 13.
Does 'total' mean uₙ or Sₙ?
A total or 'altogether' is a sum, so use Sₙ. A single 'nth' value is a term uₙ.
Why must n be a whole number in application problems?
n counts terms (rows, years, balls), which only come in whole numbers; round a decimal n to the appropriate integer and check.
What is a geometric sequence?
A sequence where each term is the previous one multiplied by a constant, the common ratio r. Example: 2, 6, 18, 54 has r = 3.
What is the common ratio, and how do you find it?
The constant multiplier: r = uₙ ÷ uₙ₋₁. Divide any term by the one before. Example: 12 ÷ 4 = 3.
A quantity 'increases by 8% each year' vs 'increases by 8 each year' — which model, and what is the key number?
'by 8%' multiplies ⇒ geometric, r = 1.08, uₙ = u₁rⁿ⁻¹. 'by 8' adds ⇒ arithmetic, d = 8. Words like percent / ratio / times / doubles signal geometric; a fixed amount signals arithmetic.
Why is it rⁿ⁻¹ and not rⁿ?
You start at u₁ and multiply by r only on each step after the first — (n − 1) times. Example: u₅ = u₁ r⁴.
How do you find r from two terms, e.g. u₂ = 6 and u₅ = 48?
Divide the values, then take the (steps)-th root: 48 ÷ 6 = 8 over 3 steps, so r = ∛8 = 2.
When can the common ratio be negative?
When the number of steps between the two terms is even, r = ±(root of the value-ratio). An odd number of steps gives a unique r.
When are three terms u₁, u₂, u₃ geometric?
When the ratios are equal: u₂/u₁ = u₃/u₂, i.e. u₂² = u₁u₃ (middle squared = product of neighbours).
Find k if 4, k, 25 are geometric (k > 0).
k² = 4 × 25 = 100, so k = 10.
How is geometric different from arithmetic?
Arithmetic ADDS the same d each step; geometric MULTIPLIES by the same r. 3, 6, 9 is arithmetic; 3, 6, 12 is geometric.
Find u₆ for u₁ = 5 and r = 2.
u₆ = 5 × 2⁵ = 160.
Why does the middle term squared equal the product of its neighbours?
Because consecutive ratios are equal: u₂/u₁ = u₃/u₂. Cross-multiplying gives u₂² = u₁u₃.
Three expressions are geometric and the condition gives a quadratic. How many values of the unknown?
Up to two — solve the quadratic and report both. Use any stated condition (e.g. all terms positive) to choose between them.
How do you avoid mixing up n and n − 1 in a geometric question?
Count the ×r jumps from the start — that count is the power. The nth TERM is n − 1 jumps (term 1 = 0 jumps); 'after n bounces / years' is n jumps (the start is counted). E.g. dropped 6 m, after the 4th bounce = 6(½)⁴ = 0.375.
How do you spot that a question needs the geometric SUM (Sₙ), not the nth term (uₙ)?
Look for a TOTAL — 'sum of', 'altogether', 'total saved' over terms that multiply by a constant ⇒ Sₙ = u₁(rⁿ − 1)/(r − 1). A single value ('the 8th term', 'value after 8 years') ⇒ uₙ = u₁rⁿ⁻¹.
Which form of the geometric sum should you use?
Either works. Use (rⁿ − 1)/(r − 1) when r > 1 and (1 − rⁿ)/(1 − r) when 0 < r < 1 to keep the numbers positive.
What do you need to use the geometric sum formula?
u₁, r and n. If r isn't given, find it first from two terms.
Find S₅ for 3 + 6 + 12 + … .
u₁ = 3, r = 2: S₅ = 3(2⁵ − 1)/(2 − 1) = 3 × 31 = 93.
How do you find the smallest n with Sₙ past a target?
Set Sₙ > target and solve for n; on Paper 2 scan the GDC table of Sₙ and round up to the next whole number.
Why does the geometric sum formula need r ≠ 1?
If r = 1 every term equals u₁, so the sum is just n × u₁ (and the formula would divide by zero).
Find S₄ for u₁ = 6, r = ½.
S₄ = 6(1 − 0.5⁴)/(1 − 0.5) = 6(0.9375)/0.5 = 11.25.
Sₙ = 2(3ⁿ − 1). Find u₁ and r.
Compare with u₁(rⁿ − 1)/(r − 1): r = 3 and u₁/(3 − 1) = 2 ⇒ u₁ = 4.
On Paper 2, how do you sum a geometric series on the GDC?
Use sum(seq(u₁ r^(x−1), x, 1, n)) or read a table of Sₙ. Round n up for 'smallest n' questions.
How do you show a geometric sum equals a given closed form like a(bⁿ − 1)?
Substitute u₁ and r into Sₙ = u₁(rⁿ − 1)/(r − 1) and simplify until it matches. E.g. u₁ = 4, r = 3 → 4(3ⁿ − 1)/2 = 2(3ⁿ − 1).
How do you find the total distance a dropped ball travels over n bounces?
Distance = the first drop + 2 × (sum of the rebound heights). The drop counts once; every rebound is travelled up and down. Use the finite geometric sum Sₙ for the rebound heights.
How do you model compound interest as a geometric sequence?
Each period the balance multiplies by r = 1 + (rate as a decimal). After n periods: balance = start × rⁿ.
What is the common ratio for x% growth? For x% decay?
Growth: r = 1 + x/100. Decay: r = 1 − x/100. E.g. 6% growth → 1.06; 15% decay → 0.85.
How do you find how long until an amount doubles?
Solve rⁿ = 2 (logs) or use the GDC/TVM solver; round n up to the next whole period.
$2000 at 6% per year — when does it first exceed $4000?
2000 × 1.06ⁿ > 4000 → 1.06ⁿ > 2 → n ≈ 11.9 → 12 years.
On the TI-84 TVM solver, how do you find the years to a target?
Enter I% = rate, PV = −start, PMT = 0, FV = target, P/Y = C/Y = periods per year, then solve for N. Money out is negative.
How is depreciation different from growth?
Depreciation is decay: r = 1 − rate (0 < r < 1), so the value shrinks by a fixed percentage each period.
Why is compound interest not the same as simple interest?
Compound multiplies the growing balance by r each period (geometric); simple adds a fixed amount each period (arithmetic).
A machine worth $20 000 loses 15%/yr. Value after 4 years?
r = 0.85; 20 000 × 0.85⁴ ≈ $10 440.
A compound-interest question gives PV, FV and the rate and asks for the number of years. What do you do?
Put them into FV = PV(1 + r/(100k))^(kn) and solve for n — take logs, or on Paper 2 scan the GDC table for when the balance first reaches FV. Spot which letter is the unknown before substituting.
What does k stand for in the compound interest formula?
The number of compounding periods per year: annual k = 1, half-yearly 2, quarterly 4, monthly 12.
How do you handle interest compounded more than once a year?
Divide the annual rate by k and raise to (k × n) periods: FV = PV(1 + r/(100k))^(kn).
Find the value of $5000 at 4% compounded quarterly after 3 years.
5000(1 + 0.04/4)^(4×3) = 5000(1.01)¹² ≈ $5634.13.
How is compound interest different from simple interest?
Compound multiplies the growing balance by (1 + rate) each period (geometric); simple adds a fixed amount each year (arithmetic).
How can you compute compound interest on Paper 1 (no calculator)?
Write the one-year amount as PV(1 + x)⁴ for quarterly (the power = the number of periods in the year; x = the per-period rate), expand with the binomial theorem, and substitute the small x.
Does more frequent compounding earn more?
Yes — for the same nominal rate, monthly beats quarterly beats annual, because interest compounds sooner.
What is the interest earned, given FV and PV?
Interest = FV − PV (the growth above the amount invested).
In FV = PV(1 + r/(100k))^(kn), what is the per-period multiplier?
1 + r/(100k) — one plus the per-period rate as a decimal.
What is depreciation in terms of a geometric sequence?
Compound decay — a value loses a fixed percentage each year, multiplying by r = 1 − rate (0 < r < 1).
A depreciation question asks 'after how many whole years is it first worth less than $X?'. Method?
Set PV × rⁿ < X with r = 1 − rate, then solve for n (logs or the GDC table) and round UP to the next whole year. It is 'first below', so you need the smallest whole n.
A car worth $24 000 loses 12%/yr. Value after 5 years?
24 000 × 0.88⁵ ≈ $12 666.
A model is V = V₀ × bᵗ. What is the depreciation rate?
1 − b as a percent. E.g. V = 5000(0.92)ᵗ loses 8% a year.
How is depreciation different from compound growth?
Growth multiplies by 1 + rate (> 1); depreciation multiplies by 1 − rate (< 1).
Why doesn't a depreciating value reach zero?
It keeps a fixed percentage each year, so it shrinks geometrically but never actually hits 0.
V = 18 000(0.9)ᵗ — what does the 0.9 mean?
The yearly multiplier: 90% is kept, so 10% is lost each year.
Find the value of a $2000 laptop after 2 years at 30% depreciation.
2000 × 0.7² = 2000 × 0.49 = $980.
What are the TVM solver fields?
N (periods), I% (annual rate as a %), PV (present value), PMT (regular payment), FV (future value), P/Y and C/Y (periods per year).
What is the TVM sign convention?
Money you pay out (invest) is negative; money you receive is positive.
What do you set P/Y and C/Y to?
The compounding frequency: 1 annually, 2 half-yearly, 4 quarterly, 12 monthly. N = years × that frequency.
How do you find an unknown interest rate on the TVM solver?
Enter N, PV (negative), PMT = 0, FV, P/Y = C/Y; leave I% blank and solve.
How do you find how long an investment takes?
Leave N blank, fill I%, PV (negative), PMT = 0, FV, P/Y = C/Y; solve, then round N up (and ÷ frequency for years).
If P/Y = 12, what units is N in?
Months — divide by 12 to get years.
Why round N up in 'how long until' problems?
A part-period hasn't reached the target yet, so you need the next whole period.
When is the TVM solver the quickest method?
On Paper 2 for any compound-interest problem — especially finding the rate or the time, which are awkward by hand.
What does log_a b mean?
The power you raise a to, to get b. a^x = b ⇔ x = log_a b. Example: log₂ 8 = 3 because 2³ = 8.
How do you convert a^x = b to log form?
Keep the base: log_a b = x. The log equals the exponent.
How do you convert log_a b = x to exponent form?
a^x = b. The log value x is the exponent of the base a.
What does log x (no base shown) mean?
log₁₀ x — base 10.
What does ln x mean?
log_e x — the natural logarithm, base e ≈ 2.718.
Why are logs and exponents inverses?
Taking log_a undoes raising a to a power: log_a(a^x) = x, and a^(log_a b) = b.
What is ln e?
1, because e¹ = e.
Write 5³ = 125 as a logarithm.
log₅ 125 = 3.
How do you evaluate log_a b by hand?
Ask 'a to what power gives b?' — write b as a power of a; the exponent is the answer. E.g. log₃ 81 = 4 since 3⁴ = 81.
What is log_a 1, for any base a?
0 — because a⁰ = 1.
What is log_a a?
1 — because a¹ = a.
How do you evaluate log₂ (1/16)?
1/16 = 2⁻⁴, so log₂(1/16) = −4 (a reciprocal gives a negative power).
How do you evaluate log₉ 3?
3 = 9^(1/2), so log₉ 3 = ½ (a root gives a fractional power).
What is log_a (1/b) in terms of log_a b?
−log_a b — a reciprocal flips the sign.
How do you evaluate a logarithm on Paper 2?
Type log or ln on the GDC; for other bases use the change-of-base rule (topic 1.7).
Evaluate log₈ 2 by hand.
8^(1/3) = 2, so log₈ 2 = ⅓.
What does "show that" / "prove" require?
A chain of justified steps from what you know to the result. The marks are the reasons, not the final answer.
The golden rule of "show that" questions?
Start from the given (or one side) and work toward the target. Never start from the answer and work backwards.
Difference between = and ≡?
= (equation) is true for particular values you solve for; ≡ (identity) is true for ALL values.
How do you write an even and an odd integer in algebra?
Even = 2k, odd = 2k + 1, where k is an integer.
How do you represent consecutive integers?
n, n + 1, n + 2, … — start from n and add 1 each time.
Prove the sum of two odd numbers is even.
(2a + 1) + (2b + 1) = 2a + 2b + 2 = 2(a + b + 1), which is even. Use different letters a, b.
How do you show a number is a multiple of k?
Manipulate it until you can take out a factor of k: write it as k × (an integer).
Why is n(n − 1) always even?
It is a product of two consecutive integers, and one of any two consecutive integers is even.
Why must you use different letters for two unknowns?
Reusing one letter (e.g. 2k + 1 twice) forces the two numbers to be equal, which breaks a general proof.
How should a proof end?
Reach the target exactly, then conclude in words — "… = 2m, which is even, so …". That sentence is often the last mark.
Sum of three consecutive integers is a multiple of what?
3: n + (n + 1) + (n + 2) = 3(n + 1).
How do you write consecutive integers?
n, n + 1, n + 2 — they go up by 1. Use one starting letter.
Prove the sum of three consecutive integers is a multiple of 3.
n + (n+1) + (n+2) = 3n + 3 = 3(n + 1) = 3 × a whole number.
Why is the product of two consecutive integers even?
One of any two consecutive integers is even, and an even factor makes the product even.
How do you prove a number is a multiple of k?
Take out a factor of k: write it as k × (a whole number).
How do you prove something is NEVER a multiple of k?
Show it always leaves the same remainder: k × (whole) + r with r ≠ 0.
Are the squares of three consecutive integers a multiple of 3 when summed?
No — the sum is 3(n² + 2n + 1) + 2, so it always leaves remainder 2.
Sum of three consecutive integers = 3 × what?
3 × the middle integer (3n + 3 = 3(n + 1)).
Can you prove a 'for all n' statement by testing examples?
No — examples never prove 'for all'. Use algebra (n, n + 1, …) and reason generally.
First step in a consecutive-integer proof?
Name them with one letter (n, n + 1, n + 2), then add or multiply.
Difference between = and ≡?
= (equation) is true for particular values you solve for; ≡ (identity) is true for ALL values, which you prove.
How do you prove an identity LHS ≡ RHS?
Transform ONE side (the busier one) step by step into the other. Never move terms across the ≡.
Why can't you prove an identity by substituting one value?
One value only checks that single case; an identity must hold for every x.
Which side should you start from?
The busier side — the one with brackets/powers to expand or fractions to combine.
Method for a polynomial identity?
Expand all brackets, then collect like terms until it matches the target.
What does (a − b)² expand to?
a² − 2ab + b² — don't forget the middle term −2ab.
Method for a rational (fraction) identity?
Put the side over a common denominator, combine the numerators, then simplify/factor.
Common denominator of 1/x and 1/(x + 1)?
x(x + 1) — the product of the two distinct denominators.
What does "hence" tell you in a later part?
Use the identity/result you just proved — don't re-derive it from scratch.
Prove (x + 3)² − (x − 3)² ≡ 12x.
Expand: (x² + 6x + 9) − (x² − 6x + 9) = 12x. The x² and 9 cancel.
State the three index laws for the same base.
aᵐ × aⁿ = aᵐ⁺ⁿ (multiply→add); aᵐ ÷ aⁿ = aᵐ⁻ⁿ (divide→subtract); (aᵐ)ⁿ = aᵐⁿ (power of a power→multiply).
What is a⁰?
a⁰ = 1 for any a ≠ 0. Example: 7⁰ = 1.
What does a negative exponent mean?
A reciprocal: a⁻ⁿ = 1/aⁿ. Example: 2⁻³ = 1/8.
What does a fractional exponent mean?
A root: a^(1/n) = ⁿ√a, and a^(m/n) = (ⁿ√a)ᵐ. Example: 8^(2/3) = (∛8)² = 4.
Evaluate 27^(2/3).
Cube root first (∛27 = 3), then square: 3² = 9.
Write 1/√x as a power of x.
√x = x^(1/2), and the reciprocal flips the sign: 1/√x = x^(−1/2).
Given a^(2/3) = 4, find a.
Raise both sides to the reciprocal 3/2: a = 4^(3/2) = (√4)³ = 8.
Can you combine 2³ × 3² with the index laws?
No — the laws need the SAME base. 2³ × 3² = 8 × 9 = 72 must be done directly.
How do you solve an equation with aˣ and a²ˣ?
It is a quadratic in disguise: a²ˣ = (aˣ)², so substitute y = aˣ, solve the quadratic, then solve back for x.
In a quadratic-in-aˣ, why reject y ≤ 0?
Because y = aˣ and a power is always positive — only positive y can give a real x. Discard zero or negative roots.
You see 2 log x + log y − log z. Which way do the log laws take you, and to what?
Coefficients go UP as powers, + becomes ×, − becomes ÷: 2 log x + log y − log z = log(x²y/z). To go the other way (one log → several), read the laws right-to-left. Spot whether they want 'a single log' or 'expanded'.
Can you split log(x + y)?
No — that is the #1 trap. The laws only act on products, quotients and powers, never on a sum.
What are log_a 1 and log_a a?
log_a 1 = 0 (since a⁰ = 1) and log_a a = 1 (since a¹ = a).
The power law — what does it do?
It brings an exponent down to the front as a coefficient: log_a(xᵐ) = m log_a x. Example: log 8 = log 2³ = 3 log 2.
Write ln 6 + 2 ln 3 − ln 2 as a single logarithm.
2 ln 3 = ln 9; then ln 6 + ln 9 − ln 2 = ln(6 × 9 ÷ 2) = ln 27.
Given log 2 = p and log 3 = q, write log 24 in terms of p and q.
24 = 2³ × 3, so log 24 = 3 log 2 + log 3 = 3p + q.
Your calculator only does log₁₀ and ln, but you need log₂ 50. What do you do?
Change of base: log₂ 50 = (log 50)/(log 2) ≈ 5.64 (any base b works: log_a x = (log_b x)/(log_b a)). Use it whenever the base is not 10 or e, or to combine logs of different bases.
Evaluate log₈ 32.
Change to base 2: log₂32 ÷ log₂8 = 5 ÷ 3 = 5/3.
Given log 2 = p and log 3 = q (base 10), write log₃ 8 in terms of p and q.
Change to base 10: log 8 ÷ log 3 = 3 log 2 ÷ log 3 = 3p/q.
Expand log₂(8x³).
Product then power law: log₂8 + log₂x³ = 3 + 3 log₂ x.
How do you solve aˣ = b when the bases can be matched?
Write both sides as powers of the same base, then equate the exponents. E.g. 4ˣ = 8 → 2²ˣ = 2³ → 2x = 3 → x = 3/2.
How do you solve aˣ = b when the bases will not match?
Take logs of both sides; the power law brings x down: x log a = log b, so x = log b / log a.
Why does taking logs solve an exponential equation?
The power law: log aˣ = x log a turns the unknown exponent into a coefficient you can divide out.
Solve 5ˣ = 20 exactly.
x log 5 = log 20, so x = log 20 / log 5 = log₅ 20 (≈ 1.86).
How do you solve a log equation like log_a(expr) = c?
Convert to exponential form: expr = aᶜ, then solve. E.g. log₃(x − 1) = 2 → x − 1 = 9 → x = 10.
Solve ln(x² − 16) = 0.
e⁰ = x² − 16, so x² = 17 and x = ±√17 (both keep the argument positive).
Two logarithms in one equation — what is the first step?
Combine them into a single log with the product or quotient law, then convert to exponential form and solve.
Why must you check solutions of a log equation?
A logarithm needs a positive argument, so reject any solution that makes an argument ≤ 0.
Given log_k 81 = 4, find the base k.
k⁴ = 81, so k = ⁴√81 = 3 (take the positive root).
On Paper 2, how do you solve an exponential equation graphically?
Enter each side as Y₁ and Y₂, graph, then use 2nd → TRACE → 5: intersect. Check for more than one crossing.
When does an infinite geometric series have a sum?
Only when |r| < 1 — the terms shrink toward 0. Then S∞ = u₁/(1 − r).
How do you turn a recurring decimal like 0.474747… into a fraction using S∞?
Write it as a GP: 0.47 + 0.0047 + … with u₁ = 0.47 and r = 0.01. Then S∞ = u₁/(1 − r) = 0.47/0.99 = 47/99. Each repeating block is the previous one × 0.01.
Why must |r| < 1 for a sum to infinity?
If |r| ≥ 1 the terms don't approach zero, so the running total grows without limit — there is no finite sum.
Find S∞ of 12 + 8 + 16/3 + …
r = 8/12 = ⅔, so S∞ = 12/(1 − ⅔) = 12/(⅓) = 36.
Given S∞ = 25 and u₁ = 10, find r.
25 = 10/(1 − r) → 1 − r = 0.4 → r = 0.6.
Given S∞ = 40 and r = 0.2, find u₁.
u₁ = S∞(1 − r) = 40 × 0.8 = 32.
What's the most common S∞ mistake?
Putting r in the denominator instead of (1 − r), or using S∞ when |r| ≥ 1.
How do you answer 'explain why the sum to infinity does not exist'?
State that |r| ≥ 1, so the terms do not approach zero and the total is unbounded.
The partial sums approach S∞. How do you find the least n with Sₙ within a tolerance of S∞?
The gap is S∞ − Sₙ = u₁rⁿ/(1 − r). Set it below the tolerance and solve (GDC table or logs), rounding n up.
If |r| ≥ 1 there is no S∞. How do you find the sum of the first 2m terms?
Use the finite sum with n = 2m: S₂ₘ = u₁(r²ᵐ − 1)/(r − 1). The power law r²ᵐ = (r²)ᵐ usually simplifies it (e.g. 3²ᵐ = 9ᵐ).
How do you find the total distance a bouncing ball travels before it stops?
Total = drop + 2 × S∞ of the rebound heights, where the rebounds are a GP with first term (drop × r). For r = ½ this is 3 × the drop.
How do you build Pascal's triangle?
Start and end every row with 1; each inside number is the sum of the two directly above it. Rows: 1 / 1 1 / 1 2 1 / 1 3 3 1.
What does row n of Pascal's triangle give?
The coefficients of (a + b)ⁿ. E.g. row 3 (1, 3, 3, 1) → (a + b)³ = a³ + 3a²b + 3ab² + b³.
On Paper 1 (no GDC) you need ⁸C₃. What is the fast way — without computing 8!?
Take r = 3 factors counting down from 8 on top, r! on the bottom: ⁸C₃ = (8×7×6)/(3×2×1) = 56. The big factorials cancel — never expand them in full. (nCr = n!/(r!(n − r)!).)
Compute ⁵C₂.
5!/(2! 3!) = (5 × 4)/(2 × 1) = 10.
How do you compute nCr on the GDC?
Type n, then MATH → ▶ (PRB) → 3: nCr, then r, then ENTER. E.g. 10 nCr 4 = 210.
(a + b)ⁿ coefficients — when is Pascal's triangle the smart choice, and when is nCr?
Small n (about ≤ 6) and you want the WHOLE expansion → Pascal's triangle is fastest. Large n, or you only need ONE term/coefficient → use nCr (the general term nCr·aⁿ⁻ʳbʳ) and skip the rest.
How many terms does (a + b)ⁿ have?
n + 1 terms. E.g. (x + 2)⁹ has 10 terms.
What is the pattern of powers in (a + b)ⁿ?
The power of a falls from n to 0; the power of b rises from 0 to n; in every term the two powers sum to n.
What are ⁿC₀ and ⁿCₙ?
Both equal 1 (the first and last coefficient of every row). The row is symmetric: nCr = ⁿCₙ₋ᵣ.
How is nCr linked to Pascal's triangle?
nCr is the entry in row n, position r (counting from 0). Row 5 = ⁵C₀, ⁵C₁, …, ⁵C₅ = 1, 5, 10, 10, 5, 1.
How do you expand (a + b)ⁿ?
Multiply each coefficient nCr by a falling power of a and a rising power of b: aⁿ + ⁿC₁aⁿ⁻¹b + … + bⁿ.
Expand (x + 3)⁴.
Coeffs 1, 4, 6, 4, 1 with rising powers of 3: x⁴ + 12x³ + 54x² + 108x + 81.
How do you handle a coefficient like (3x)²?
Raise the WHOLE term: (3x)² = 9x², not 3x². Always bracket the term before squaring/cubing.
What happens to signs when expanding (a − b)ⁿ?
Use −b as the second term; even powers come out +, odd powers −. So the signs alternate: + − + − …
Expand (1 − 2x)⁴.
1 + 4(−2x) + 6(−2x)² + 4(−2x)³ + (−2x)⁴ = 1 − 8x + 24x² − 32x³ + 16x⁴.
How do you find just the first few terms in ascending powers of x?
Take r = 0, 1, 2, 3 in turn (the lowest powers of x) and stop — no need for the whole expansion.
Find the first three terms, ascending powers, of (1 + x)¹⁰.
1 + ¹⁰C₁x + ¹⁰C₂x² = 1 + 10x + 45x².
How does binomial expansion link to compound interest?
(1 + rate)ⁿ is the compound-interest factor; expanding it gives the value (or a quick approximation) by hand.
How can you check a binomial expansion?
The two powers in every term sum to n, and there are n + 1 terms in total.
In (3x − 2)⁵ a student writes the x² term as ⁵C₃ x² · 2³. What is wrong?
Two errors — the sign and the 3. Here a = 3x (not x) and b = −2 (not 2). Correct: ⁵C₃ (3x)²(−2)³ = 10 × 9 × (−8) x² = −720x². Always raise the WHOLE bracket term — number, variable and sign — to its power. (General term: nCr·aⁿ⁻ʳbʳ.)
How do you find a specific term without expanding?
Use the general term nCr aⁿ⁻ʳ bʳ; set the exponent of x equal to the power you want, solve for r, then compute that one term.
How do you find one coefficient?
Write the general term, find the r that gives that power of x, and compute the coefficient (raising the whole coefficient/sign to the power).
What does 'term independent of x' (constant term) mean?
The power of x is 0. Set the exponent of x to 0, solve for r, then compute that term.
Given a coefficient, how do you find an unknown constant?
Write that coefficient via the general term, set it equal to the given value, and solve. E.g. (x+k)⁷ coeff x⁵ = 63 → 21k² = 63 → k = ±√3.
Why do you sometimes get ± for the unknown?
An even power of the unknown (e.g. k²) gives two values. Check for a restriction like 'k > 0' before keeping both.
How do you find an unknown power n?
Use the simplest coefficient: ⁿC₂ = n(n − 1)/2 gives a quadratic in n; solve for the positive integer.
From the first terms of (1 + kx)ⁿ, how do you find n and k?
Use ⁿC₁k = (x coefficient) and ⁿC₂k² = (x² coefficient); eliminate k and solve for n, then k.
Find the coefficient of x⁴ in (2x − 3)⁶.
r = 2: ⁶C₂(2x)⁴(−3)² = 15 × 16 × 9 = 2160.
Two unknowns and two coefficient conditions — fastest method?
Form both equations and divide one by the other to eliminate a variable.
What is the gradient formula?
m = (y₂ − y₁)/(x₂ − x₁) = rise ÷ run. Subtract the coordinates in the same order top and bottom.
What does the sign of the gradient tell you?
m > 0 uphill, m < 0 downhill, m = 0 horizontal (y = c), vertical lines (x = a) have no gradient.
State the three forms of a straight line.
Gradient–intercept y = mx + c; point–gradient y − y₁ = m(x − x₁); general ax + by + d = 0.
In y = mx + c, what are m and c?
m is the gradient; c is the y-intercept (where the line crosses the y-axis).
How do you get the gradient from ax + by + d = 0?
Rearrange to y = mx + c — the gradient is m = −a/b.
How do you find a line from a gradient m and a point (x₁, y₁)?
Put m into y = mx + c, then substitute the point to find c. (Or use point–gradient form y − y₁ = m(x − x₁).)
How do you find a line through two points?
Find the gradient m = (y₂ − y₁)/(x₂ − x₁) first, then substitute one point into y = mx + c to find c.
How do you find the y-intercept of a line?
Set x = 0 (or, in y = mx + c, read off c).
How do you find the x-intercept of a line?
Set y = 0 and solve for x.
What are the equations of vertical and horizontal lines?
Vertical: x = a (gradient undefined). Horizontal: y = b (gradient 0).
When are two lines parallel?
When they have the same gradient: m₁ = m₂ (with different y-intercepts).
How do you find a line through a point parallel to a given line?
Use the SAME gradient, put it into y = mx + c, then substitute the point to find c.
When are two lines perpendicular?
When their gradients multiply to −1: m₁m₂ = −1, i.e. m₂ = −1/m₁.
How do you get the perpendicular gradient?
Take the negative reciprocal — flip the fraction and change the sign. E.g. ⅔ → −3/2.
Perpendicular gradient of 5?
Write 5 as 5/1; the perpendicular gradient is −1/5.
How do you find a line through a point perpendicular to a given line?
Use the negative-reciprocal gradient, put it into y = mx + c, then substitute the point to find c.
What is a normal to a curve?
The line perpendicular to the tangent at a point; its gradient is −1/(tangent gradient). Used in calculus.
Why doesn't m₁m₂ = −1 work for horizontal & vertical lines?
They are perpendicular, but a vertical line (x = a) has no gradient, so the product rule can't be applied — state it separately.
What is a perpendicular bisector?
The line through the midpoint of a segment, perpendicular to it (negative-reciprocal gradient).
State the three steps to find a perpendicular bisector.
1) Midpoint of the endpoints. 2) Gradient of the segment, then its negative reciprocal. 3) Substitute the midpoint into y = mx + c.
Midpoint of (x₁, y₁) and (x₂, y₂)?
((x₁ + x₂)/2, (y₁ + y₂)/2) — average each coordinate.
Which gradient does the bisector use?
The negative reciprocal of the segment's gradient (flip the fraction and change the sign).
Which point does the bisector pass through?
The midpoint of the two endpoints — not either endpoint.
What is special about every point on the perpendicular bisector?
It is equidistant from the two endpoints (the same distance from A as from B).
Perpendicular bisector of A(1, 2) and B(5, 8)?
Midpoint (3, 5); m_AB = 3/2 → bisector gradient −2/3; y = −2/3 x + 7.
Bisector answer needs general form — what do you do?
Build y = mx + c first, then clear fractions and move everything to one side: ax + by + d = 0.
What does 'solve an equation' mean?
Find the value(s) of x that make both sides equal.
A reliable universal first step?
Rearrange so one side is 0, then find the roots.
Why not divide both sides by x?
You can lose the solution x = 0; factor instead.
Solutions of f(x) = 0 on a graph?
The x-intercepts (zeros) of y = f(x).
Solutions of f(x) = g(x) on a graph?
The x-coordinates of the intersection points of the two graphs.
How do you solve a mixed equation like 2ˣ = x + 3?
Graph both sides and use the GDC intersect tool (no neat algebra).
Which method suits Paper 1 vs Paper 2?
Paper 1: analytic (algebra). Paper 2: graphical / GDC.
How do you check a solution?
Substitute it back — both sides should be equal.
On the GDC, which tool finds f(x) = 0?
The 'zero' tool (or read the x-intercepts).
What does y = f(x) + k do?
Translates the graph up by k (down if k < 0) — an outside change, as expected.
What does y = f(x − a) do?
Translates the graph RIGHT by a — inside changes move the opposite way.
Why does f(x − 3) move right, not left?
To get the same output, x must be 3 bigger, so the graph sits 3 to the right.
y = f(x + 2) moves the graph which way?
Left 2 (inside +2 is the opposite of its sign).
Translation vector for f(x − a) + b?
Top a (right), bottom b (up).
Image of (3, 5) under y = f(x − 2) + 1?
(5, 6) — right 2, up 1.
Do asymptotes and intercepts translate too?
Yes — every feature slides by the same vector.
Which changes act on x, which on y?
Inside f acts on x (left/right, opposite sign); outside f acts on y (up/down, as written).
What does y = a·f(x) do?
Stretches the graph vertically by factor a (every y ×a).
What does y = f(bx) do?
Stretches the graph horizontally by factor 1/b (the reciprocal).
f(2x) — stretch or squash, and by how much?
Squash horizontally by factor 1/2 (the graph narrows).
What does y = −f(x) do?
Reflects the graph in the x-axis (y-coordinates flip sign).
What does y = f(−x) do?
Reflects the graph in the y-axis (x-coordinates flip sign).
Image of (2, 5) under y = 3f(x)?
(2, 15) — multiply y by 3.
Image of (2, 5) under y = f(−x)?
(−2, 5) — negate x.
Which transformations does a vertical stretch leave fixed?
The x-intercepts (their y is 0, so 0 × a = 0).
Outside vs inside changes — what do they affect?
Outside the function affects y; inside affects x (reciprocal for stretch, opposite for shift/flip).
What does y = a·f(x) + k combine?
A vertical stretch by a, then a translation k up — both on the y-values.
For 2f(x) − 1, in what order do you transform y?
Multiply by 2 first (stretch), then subtract 1 (translate).
Why isn't 2f(x) − 1 the same as 2(f(x) − 1)?
Stretch before translate: ×2 then −1, not −1 then ×2.
Image of (1, 4) under y = 3f(x)?
(1, 12) — multiply y by 3, x unchanged.
Image of (2, 3) under y = f(x − 1) + 5?
(3, 8) — right 1, up 5.
How do you describe y = f(x − 2) + 5?
A translation 2 right and 5 up (vector (2, 5)).
How do you describe y = −f(x) + 4?
A reflection in the x-axis, then a translation 4 up.
In a·f(b(x − h)) + k, which parts are horizontal?
The inside ones: stretch by 1/b, then translate right h.
What words do exams want for 'describe the transformation'?
Translation / stretch (scale factor) / reflection (in which axis), with direction and amount.
State the remainder theorem.
The remainder when P(x) is divided by (x − a) is P(a).
State the factor theorem.
(x − a) is a factor of P(x) if and only if P(a) = 0.
How do you find the remainder on dividing by (x − a)?
Substitute: the remainder is P(a) — no long division needed.
How does a given factor or remainder help find unknowns?
It gives an equation (P(value) = 0 for a factor, or = remainder); solve the equations together.
What does (x − a)² being a factor require?
Both P(a) = 0 and P′(a) = 0 (a is a repeated root).
Remainder when x³ − 2x² + 5x − 1 is divided by (x − 2)?
P(2) = 8 − 8 + 10 − 1 = 9.
Is (x − 1) a factor of x³ − 6x² + 11x − 6?
P(1) = 1 − 6 + 11 − 6 = 0, so yes.
Divide by (x + 2): which value do you substitute?
x = −2 (the root of x + 2).
Sum and product of roots of ax² + bx + c = 0?
Sum = −b/a, product = c/a.
General sum and product of roots of a degree-n polynomial?
Sum = −aₙ₋₁/aₙ; product = (−1)ⁿ a₀/aₙ.
Cubic ax³ + bx² + cx + d: sum and product of roots?
Sum = −b/a; product = −d/a (the (−1)³ makes it negative).
Why use sum/product instead of solving?
It reads the symmetric functions of the roots straight off the coefficients — no need to find the roots.
Roots of 2x² − 6x + 1 = 0: sum and product?
Sum = 6/2 = 3, product = 1/2.
Roots of x³ − 4x² + x + 6 = 0: sum and product?
Sum = 4, product = −6.
Does the product of roots change sign with degree?
Yes — it's (−1)ⁿ a₀/aₙ, so + for even degree, − for odd.
Roots of x² − kx + (k+3) = 0 sum to 5 — find k.
Sum = k = 5.
How do you factorise a cubic fully?
Find one root with the factor theorem, divide it out, then factorise/solve the resulting quadratic.
Which trial values do you try for a root?
Small integers — factors of the constant term (±1, ±2, …).
A real-coefficient polynomial has root a + bi. What else is a root?
The conjugate a − bi.
How do you find the last real root once you have a complex pair?
Use the sum of roots (−b/a): subtract the known roots from it.
Roots of x³ − 2x² − 5x + 6?
x = 1, 3, −2 (factorises as (x − 1)(x − 3)(x + 2)).
Given 1 + i is a root of x³ − 4x² + 6x − 4, find the others.
1 − i (conjugate) and 2 (from sum of roots = 4).
How does the leading term affect a polynomial sketch?
It sets the end behaviour: +xⁿ rises to the right; the parity of n sets the left end.
How many real roots can a cubic have?
1 or 3 (complex roots come in pairs, and degree 3 is odd).
Where are the vertical asymptotes of a rational function?
Where the denominator = 0 (and the numerator isn't also 0 there).
How do you find the horizontal asymptote?
Compare degrees: top < bottom → y = 0; equal → y = (ratio of leading coefficients).
What if top degree < bottom degree?
The horizontal asymptote is y = 0.
What if top and bottom have equal degree?
y = (leading coefficient of top) ÷ (leading coefficient of bottom).
Vertical asymptotes of (2x+1)/(x² − x − 6)?
x = 3 and x = −2 (from (x − 3)(x + 2) = 0).
Horizontal asymptote of (4x − 3)/(2x + 1)?
y = 2 (equal degrees, 4/2).
What happens if numerator and denominator are both 0 at x = a?
There's a hole at x = a, not a vertical asymptote (the factor cancels).
What if the top degree is one MORE than the bottom?
There's a slant (oblique) asymptote instead of a horizontal one.
When does a rational function have a slant (oblique) asymptote?
When the numerator's degree is exactly one more than the denominator's.
How do you find the slant asymptote?
Divide top by bottom; the quotient line y = mx + c is the asymptote (the remainder term → 0).
Slant asymptote of (x² + 1)/(x − 1)?
Divide: x + 1 + 2/(x − 1), so y = x + 1.
Steps to sketch a rational function?
x-intercepts (top = 0), y-intercept (x = 0), vertical asymptotes (bottom = 0), horizontal/slant asymptote, then fit the branches.
Can a function have both a vertical and a slant asymptote?
Yes — e.g. (x² + 1)/(x − 1) has vertical x = 1 and slant y = x + 1.
Slant asymptote of (2x² − x + 1)/(x + 1)?
y = 2x − 3 (the quotient of the division).
Does a curve ever cross its slant asymptote?
It can cross it (asymptotes are about behaviour as x → ±∞), unlike never crossing a vertical one.
What do you draw first when sketching?
The asymptotes as dashed lines, then the intercepts.
Definition of an even function?
f(−x) = f(x) — symmetric in the y-axis (e.g. x², cos x).
Definition of an odd function?
f(−x) = −f(x) — symmetric about the origin (e.g. x³, sin x).
How do you classify a function as odd/even?
Compute f(−x): if it equals f(x) it's even; if it equals −f(x) it's odd; otherwise neither.
Integral of an odd function over [−a, a]?
0 — the halves cancel.
Integral of an even function over [−a, a]?
2 × ∫₀ᵃ f(x) dx.
Is x³ − 4x odd, even or neither?
Odd: f(−x) = −x³ + 4x = −(x³ − 4x) = −f(x).
Which powers appear in an even polynomial?
Only even powers (and a constant); odd polynomials have only odd powers.
Which function is both odd and even?
Only f(x) = 0.
When does a function have an inverse?
When it's one-to-one (each output comes from exactly one input — passes the horizontal-line test).
What do you do if a function isn't one-to-one?
Restrict its domain to a stretch where it IS one-to-one, then invert.
How do you find an inverse algebraically?
Write y = f(x), make x the subject, then swap x and y.
What is a self-inverse function?
One that is its own inverse: f(f(x)) = x, so f⁻¹ = f; its graph is symmetric in y = x.
Two classic self-inverse functions?
f(x) = 1/x and f(x) = a − x.
How are the domain and range of f related to f⁻¹?
The domain of f⁻¹ is the range of f, and the range of f⁻¹ is the domain of f.
Largest domain for cos x to have an inverse?
[0, π] — where cos is one-to-one (the arccos domain).
Restrict x² so it has an inverse — what's f⁻¹?
On x ≥ 0, f⁻¹(x) = √x.
How do you solve f(x) ≥ g(x) graphically?
Find the intersections (f = g); they bound the intervals where f is on or above g.
How do you solve an inequality analytically?
Move everything to one side, find zeros and undefined points, then do a sign analysis on a number line.
Why not cross-multiply a rational inequality?
The denominator could be negative, which would flip the inequality direction.
Where is an upward parabola positive?
Outside its roots (x < smaller or x > larger); negative between them.
Solve x² ≤ x + 2.
Roots of x² = x + 2 are −1, 2; the parabola is below the line between them: −1 ≤ x ≤ 2.
Solve (x − 1)/(x + 2) ≥ 0.
Critical points 1 (zero), −2 (undefined); sign analysis gives x < −2 or x ≥ 1.
Do you include the endpoints?
Yes for ≤/≥ — except any x that makes a denominator zero (always excluded).
What are the 'critical points' of a rational inequality?
Where the expression is zero (numerator = 0) or undefined (denominator = 0).
How do you draw y = |f(x)| from y = f(x)?
Reflect any part below the x-axis up above it; leave the rest unchanged.
How do you draw y = f(|x|) from y = f(x)?
Keep the graph for x ≥ 0 and reflect it across the y-axis (the left half is discarded).
How do you draw y = 1/f(x)?
Take reciprocals of the heights: zeros of f → vertical asymptotes; large f → near 0; max ↔ min; sign kept.
Where does y = 1/f(x) have a vertical asymptote?
Wherever f(x) = 0.
Is y = f(|x|) always symmetric?
Yes — it's symmetric in the y-axis (an even function).
y = |2x − 4|: shape and minimum?
A V with vertex (2, 0); minimum value 0.
What happens to a maximum of f under y = 1/f(x)?
It becomes a minimum of 1/f (with the same sign).
Difference between |f(x)| and f(|x|)?
|f(x)| reflects below-axis parts up; f(|x|) mirrors the right half across the y-axis.
How do you solve |inside| = c?
Set inside = +c and inside = −c (provided c ≥ 0), and solve both.
What does |x| < a mean?
−a < x < a (a band around 0).
What does |x| > a mean?
x < −a or x > a (everything outside the band).
Can |something| equal a negative number?
No — a modulus is always ≥ 0, so |…| = (negative) has no solution.
Solve |2x − 1| = 5.
2x − 1 = ±5 ⇒ x = 3 or x = −2.
Solve |x − 2| < 3.
−3 < x − 2 < 3 ⇒ −1 < x < 5.
How do you solve |f(x)| = |g(x)|?
f = g or f = −g (or square both sides).
Solve |2x + 1| ≥ 4.
2x + 1 ≥ 4 or ≤ −4 ⇒ x ≥ 3/2 or x ≤ −5/2.
What does f(x) mean?
The output of function f for input x. f(3) means substitute x = 3 into the rule.
Is f(x) the same as f × x?
No — it's 'f of x', the function applied to x. The brackets hold the input.
What makes a rule a function?
Each input gives exactly ONE output. (Different inputs may share an output.)
How do you evaluate f(a)?
Replace every x with a (in brackets for negatives/expressions), then simplify.
Evaluate g(x) = x² − 4x at x = −3.
(−3)² − 4(−3) = 9 + 12 = 21.
How do you solve f(x) = k?
Set the rule equal to k and solve for x (output → input).
Can two inputs give the same output?
Yes — e.g. f(x) = x² gives f(2) = f(−2) = 4. So f(x) = k may have several solutions.
How do you read f(a) off a graph?
Go up from x = a to the curve, then across to the y-axis.
How do you solve f(x) = k off a graph?
Read across from y = k to the curve, then down to the x-axis (there may be several x).
Find f(2a) for f(x) = 3x − 5.
Substitute the whole expression: 3(2a) − 5 = 6a − 5.
What is the domain of a function?
The set of all allowed inputs (x-values).
What is the range of a function?
The set of all possible outputs (y-values).
How do you read the domain off a graph?
How far the graph extends left ↔ right (the x-extent).
How do you read the range off a graph?
How far the graph extends down ↕ up (the y-extent).
What two things restrict a domain?
No dividing by zero (denominator ≠ 0) and no even root of a negative (under √ ≥ 0). Also a log argument must be > 0.
Domain of 1/(x − 3)?
x ≠ 3 — the denominator can't be zero.
Domain of √(x − 2)?
x ≥ 2 — what's under the root must be ≥ 0 (0 is allowed).
Range of f(x) = (x − h)² + k opening upward?
y ≥ k — the vertex (h, k) is the minimum.
Range of an exponential aˣ (a > 0)?
y > 0 — always positive, approaching but never reaching 0.
What's the default domain if nothing restricts it?
All real numbers, x ∈ ℝ.
What does an inverse function do?
It undoes f: if f(a) = b then f⁻¹(b) = a. Inputs and outputs swap.
Is f⁻¹(x) the same as 1/f(x)?
No — f⁻¹ is the inverse function (reverses f), not the reciprocal.
The graph of f⁻¹ is f reflected in which line?
y = x. Each point (a, b) on f becomes (b, a) on f⁻¹.
How do you find f⁻¹ algebraically?
Write y = f(x), swap x and y, then solve for y — that's f⁻¹(x).
Find the inverse of f(x) = 2x + 3.
Swap: x = 2y + 3 ⇒ y = (x − 3)/2, so f⁻¹(x) = (x − 3)/2.
How do domain and range change for f⁻¹?
They swap: domain of f⁻¹ = range of f; range of f⁻¹ = domain of f.
Where do f and f⁻¹ intersect?
On the line y = x — solve f(x) = x to find where.
How can you check an inverse?
Pick a point: f(a) = b should give f⁻¹(b) = a. Or check f(f⁻¹(x)) = x.
Why might f⁻¹ need a restricted domain?
Its domain is f's range, which can be limited (e.g. √x has range y ≥ 0, so its inverse x² is restricted to x ≥ 0).
What happens to a point already on y = x under reflection?
It maps to itself — which is why f and f⁻¹ meet on y = x.
What is a sketch (versus a precise plot)?
A sketch shows the correct SHAPE plus the KEY FEATURES labelled — not every point plotted exactly.
What key features should a sketch show?
Axis intercepts, turning points (max/min), asymptotes, and correct end-behaviour — each labelled.
How do you find the y-intercept?
Set x = 0.
How do you find the x-intercepts (zeros)?
Set y = 0 and solve (factor, formula, or GDC).
How do you tell which way a parabola opens?
From the leading coefficient: a > 0 opens up (minimum), a < 0 opens down (maximum).
What is an asymptote and how is it drawn?
A line the curve approaches but doesn't reach — drawn as a dashed guide line.
Where is the vertical asymptote of a rational function?
Where the denominator equals zero.
On Paper 2, how do you sketch a hard function?
Graph it on the GDC, then transfer the shape to paper with intercepts, turning points and asymptotes labelled (values read off the GDC).
Does a sketch need to be to scale?
Not exact, but key points must be in the right relative positions and labelled with their values.
Sketch features of y = 1/(x − 2) + 1?
Vertical asymptote x = 2, horizontal asymptote y = 1, two branches approaching them.
What are the 'key features' of a graph?
Intercepts, maximum/minimum points, asymptotes, increasing/decreasing intervals, symmetry, and behaviour as x → ±∞.
What is a 'zero' of a function?
An x-intercept — a value of x where f(x) = 0 (also called a root).
y-intercept vs x-intercept?
y-intercept: set x = 0. x-intercept (zero/root): set y = 0.
Maximum POINT vs VALUE vs where it occurs?
Point = coordinates (a, b); value = the y-coordinate b; 'where' = the x-coordinate a. Read the question.
Local vs global maximum?
Local = highest in its neighbourhood; global = highest over the whole graph.
What is a vertical asymptote?
A line x = a the curve shoots toward (±∞) — where a denominator is 0.
What is a horizontal asymptote?
The value y approaches as x → ±∞ (the curve levels off).
What does 'increasing' mean?
As x increases, y increases — the graph goes up from left to right.
Where is y = x² increasing / decreasing?
Decreasing for x < 0, increasing for x > 0 — it turns at the vertex (x = 0).
How do you find a max/min on Paper 2?
Graph it on the GDC and use the maximum/minimum tool to read the coordinates.
What is true at a point where two graphs meet?
It lies on both curves, so f(x) = g(x) there; the shared value is the y-coordinate.
How do you find intersections by hand?
Set f(x) = g(x), bring everything to one side, solve for x, then substitute back for y.
How do you find intersections on Paper 2?
Graph both functions on the GDC and use the intersect tool — once per crossing.
Solving f(x) = k finds where the graph meets what?
The horizontal line y = k.
Solving f(x) = 0 finds what?
The x-intercepts (zeros) — where the graph meets the x-axis.
After solving f(x) = g(x) for x, are you done?
Usually not — substitute each x back into a function to get the y-coordinate of the point.
Can two curves meet more than once?
Yes — e.g. a line can cut a parabola twice; find every crossing.
Find where y = x² + 1 meets y = 2x + 1.
x² + 1 = 2x + 1 ⇒ x² − 2x = 0 ⇒ x = 0 or 2 ⇒ (0, 1) and (2, 5).
A GDC intersect gives x = 1.52 for y = x³ − 2x and y = 1. What equation does that solve?
x³ − 2x = 1 (i.e. x³ − 2x − 1 = 0) — the intersection IS the solution.
What does (f∘g)(x) mean?
f(g(x)) — apply the inner function g first, then f. Read right-to-left.
Does f∘g equal g∘f?
Not in general — order matters; the inner function changes the result.
How do you evaluate (f∘g)(a) at a number?
Compute g(a) first, then put that value into f. Work inside-out.
How do you form the composite expression (f∘g)(x)?
Replace every x in f with the whole expression g(x) (in brackets), then simplify.
f(x) = 2x + 1, g(x) = x². Find (f∘g)(x).
f(x²) = 2x² + 1.
f(x) = 2x + 1, g(x) = x². Find (g∘f)(x).
g(2x + 1) = (2x + 1)² = 4x² + 4x + 1.
How do you solve a composite equation like (f∘g)(x) = k?
Form the composite expression, set it equal to k, and solve for x.
How do you find f given g and (f∘g)(x)?
Compose with the unknown f, then match coefficients to the given result.
Common composite mistake?
Doing the functions in the wrong order, or forgetting brackets when substituting (e.g. (2x+1)²).
How do you find f⁻¹ algebraically?
Write y = f(x), swap x and y, solve for y. (Geometrically, reflect in y = x.)
How do you invert a rational function?
Swap x and y, multiply up to clear the fraction, gather the y-terms, factor out y, then divide.
Find the inverse of f(x) = 5x − 2.
x = 5y − 2 ⇒ y = (x + 2)/5, so f⁻¹(x) = (x + 2)/5.
What composition check confirms an inverse?
f(f⁻¹(x)) = x (and f⁻¹(f(x)) = x) — they undo each other.
How do the domain and range of f⁻¹ relate to f?
They swap: domain of f⁻¹ = range of f; range of f⁻¹ = domain of f.
Why does x² need a restricted domain to have an inverse?
x² isn't one-to-one over all x; restricting to x ≥ 0 makes it invertible, giving f⁻¹(x) = √x.
Inverse of f(x) = (2x + 1)/(x − 3)?
Swap, multiply up, gather y: f⁻¹(x) = (3x + 1)/(x − 2).
Is f⁻¹ the same as 1/f?
No — f⁻¹ is the inverse function; 1/f is the reciprocal.
How do you read f(a) off a graph?
Go up from x = a to the curve, then across to the y-axis.
How do you read (f∘f)(a) off a graph?
Read f(a), then read f of that result — two read-offs, inside first.
How do you read f⁻¹(b) off the graph of f?
Start at y = b on the y-axis, go across to the curve, then down to the x-axis.
How do you sketch y = f⁻¹(x) from y = f(x)?
Reflect the graph in the line y = x; every point (a, b) becomes (b, a).
What happens to intercepts under f → f⁻¹?
They swap: a y-intercept (0, k) becomes an x-intercept (k, 0), and vice versa.
What are the three forms of a quadratic?
Standard ax²+bx+c, factored a(x−p)(x−q), vertex a(x−h)²+k.
What does the sign of a tell you?
a > 0 opens up (minimum); a < 0 opens down (maximum).
Where is the y-intercept in standard form?
It's c — the constant term (set x = 0).
How do you get the x-intercepts from factored form?
Set each bracket to zero: a(x − p)(x − q) gives x = p and x = q.
What does vertex form reveal?
The turning point (h, k) and the max/min value k.
x-intercepts of y = (x − 4)(x + 1)?
x = 4 and x = −1 (watch the sign on (x + 1)).
Where is the axis of symmetry relative to the roots?
Exactly midway between the two x-intercepts.
What features do you need to sketch a quadratic?
Direction (sign of a), x-intercepts, y-intercept, and the vertex.
Which form is best for finding the roots?
Factored form, a(x − p)(x − q).
Formula for the axis of symmetry?
x = −b/(2a) for y = ax² + bx + c — also midway between the x-intercepts.
What does completing the square give you?
Vertex form a(x − h)² + k, which shows the vertex (h, k) directly.
How do you complete the square on x² + bx + c?
Halve b, square it for the bracket (x + b/2)², then adjust the constant to keep it equal.
Where is the max/min value in vertex form?
It's k, reached at x = h: minimum if a > 0, maximum if a < 0.
Complete the square: x² − 6x + 11.
(x − 3)² + 2, so the vertex is (3, 2).
Vertex of y = a(x − h)² + k?
(h, k) — note (x − 3)² means h = +3.
How do you find a quadratic from its vertex and a point?
Write y = a(x − h)² + k, substitute the point to find a.
Minimum value vs minimum point?
Value = k (a number); point = (h, k) (coordinates).
Axis of symmetry of y = x² − 6x + 5?
x = −(−6)/(2·1) = 3.
Where is the max/min value of a quadratic?
It's k in vertex form a(x − h)² + k: minimum if a > 0, maximum if a < 0, at x = h.
Range of a quadratic that opens up?
y ≥ k, where k is the vertex's y-value (the minimum).
Range of a quadratic that opens down?
y ≤ k, where k is the vertex's y-value (the maximum).
Range of f(x) = (x − 2)² + 3?
y ≥ 3 — opens up, vertex (2, 3).
Find the range from standard form ax² + bx + c?
Find the vertex (x = −b/(2a), then substitute), check the opening, then range is y ≥ k or y ≤ k.
Does the range boundary use h or k?
k (the y-value of the vertex). h is just where it occurs.
How do you solve a quadratic by factorising?
Set it to = 0, write as two brackets, then set each bracket to zero.
State the quadratic formula.
x = (−b ± √(b² − 4ac)) / (2a), for ax² + bx + c = 0.
Before factorising or using the formula, what must you do?
Rearrange the equation so one side is 0.
How do you solve (x − h)² = n?
Square-root both sides with ±: x − h = ±√n, then solve.
Why keep the ± when rooting?
A square has two roots; dropping ± loses a solution.
Which method always works for any quadratic?
The quadratic formula.
When should you use the GDC to solve?
On Paper 2 — use the equation solver or read the x-intercepts.
Solve x² − 5x + 6 = 0.
(x − 2)(x − 3) = 0 ⇒ x = 2 or 3.
How do you read a, b, c for the formula?
From ax² + bx + c = 0 (set to zero first); keep their signs.
What is the discriminant?
Δ = b² − 4ac — the expression under the root in the quadratic formula.
What does Δ > 0 mean?
Two distinct real roots; the graph cuts the x-axis twice.
What does Δ = 0 mean?
One repeated real root; the graph touches the x-axis (tangent).
What does Δ < 0 mean?
No real roots; the graph misses the x-axis.
How do you set up a tangency problem?
Set line = curve, form a quadratic = 0, then set Δ = 0 (one intersection).
'Equal roots' translates to which condition?
Δ = 0.
'No real roots' translates to which condition?
Δ < 0.
x² + kx + 9 = 0 has equal roots. Find k > 0.
Δ = k² − 36 = 0 ⇒ k = 6.
Do you need to solve the quadratic to count its roots?
No — just compute Δ and read its sign.
First step to solve a quadratic inequality?
Rearrange to one side, then find the roots (solve = 0).
Upward parabola: where is f(x) < 0?
Between the roots.
Upward parabola: where is f(x) > 0?
Outside the roots: x < p or x > q.
Downward parabola: where is f(x) > 0?
Between the roots (the reverse of an upward one).
How do you write the 'outside' solution?
Two inequalities joined by 'or': x < p or x > q.
How do you write the 'between' solution?
A single chain: p ≤ x ≤ q (or p < x < q).
Open vs closed ends?
Use ≤/≥ (closed) when equality is included; </> (open) when not.
If you multiply an inequality by a negative, what happens?
Reverse the inequality sign.
Solve x² − x − 6 > 0.
Roots −2, 3; upward → outside: x < −2 or x > 3.
What does the graph of y = 1/x look like?
A hyperbola with two branches (top-right and bottom-left), hugging both axes.
Domain and range of y = 1/x?
Domain x ≠ 0, range y ≠ 0.
Asymptotes of y = 1/x?
x = 0 (vertical) and y = 0 (horizontal).
How many intercepts does y = 1/x have?
None — it never reaches either axis.
Asymptotes of y = 1/(x − h) + k?
Vertical x = h, horizontal y = k.
Which way does 1/(x − 3) shift?
Right by 3, so the vertical asymptote is x = 3.
What does the +k do in 1/(x − h) + k?
Raises the horizontal asymptote to y = k.
How do you sketch a reciprocal graph?
Draw the asymptotes, find any intercepts, then draw the two branches hugging the asymptotes.
Why is 1/x undefined at x = 0?
Division by zero is undefined — that's the vertical asymptote.
Where is the vertical asymptote of (ax + b)/(cx + d)?
Where the denominator is zero: cx + d = 0.
Where is the horizontal asymptote of (ax + b)/(cx + d)?
y = a/c — the ratio of the leading coefficients.
Where is the x-intercept of a rational function?
Where the numerator = 0 (a fraction is zero only when its top is zero).
Where is the y-intercept of (ax + b)/(cx + d)?
At x = 0: y = b/d.
Vertical asymptote of y = (2x + 1)/(x − 4)?
x = 4 (denominator zero).
Horizontal asymptote of y = (2x + 1)/(x − 4)?
y = 2 (leading coefficients 2/1).
Why is the horizontal asymptote a/c?
Dividing top and bottom by x, the b and d terms vanish, leaving a/c.
How many vertical asymptotes does (ax + b)/(cx + d) have?
One — the linear denominator has a single zero.
How do you sketch a rational function?
Draw the asymptotes, plot the x- and y-intercepts, then draw the two branches.
What point does every y = aˣ pass through?
(0, 1), because a⁰ = 1.
Asymptote and range of y = aˣ?
Horizontal asymptote y = 0; range y > 0 (always positive).
Growth vs decay for y = aˣ?
a > 1 grows; 0 < a < 1 decays. Both pass through (0, 1).
What happens to the asymptote in y = aˣ + c?
It lifts to y = c (the curve levels off at c, not 0).
y-intercept of y = k·aˣ + c?
At x = 0: k·1 + c = k + c.
In a model A₀·bᵗ, what is A₀?
The initial value (at t = 0).
In A₀·bᵗ, what does b tell you?
The per-period factor: b > 1 growth, b < 1 decay.
How do you find when a model reaches a target?
Solve A₀·bᵗ = target with logs, or graph and use intersect on the GDC.
Does y = aˣ have an x-intercept?
No — it's always positive, never reaching the x-axis.
What point does y = logₐx pass through?
(1, 0), because logₐ1 = 0.
Asymptote and domain of y = logₐx?
Vertical asymptote x = 0; domain x > 0.
y = logₐx is the inverse of what?
y = aˣ — they're reflections in y = x.
Range of y = logₐx?
All real numbers (y ∈ ℝ).
Why is there no y-intercept for y = log x?
x = 0 isn't in the domain (log 0 is undefined).
Does y = log x have a horizontal asymptote?
No — it keeps increasing (slowly) forever.
Vertical asymptote of y = logₐ(x − h)?
x = h (the inside must be positive: x > h).
Domain of y = log(x − 2)?
x > 2.
How do the features of aˣ and logₐx relate?
They swap (inverses): (0,1)↔(1,0), asymptote y=0↔x=0, domains/ranges swap.
3D distance formula?
d = √((x₂−x₁)² + (y₂−y₁)² + (z₂−z₁)²) — Pythagoras with a z-term.
3D midpoint formula?
((x₁+x₂)/2, (y₁+y₂)/2, (z₁+z₂)/2) — average each coordinate.
Distance vs midpoint — what's the difference?
Distance squares the gaps and roots; midpoint averages the coordinates.
Does the order of points matter for distance?
No — each gap is squared, so the sign disappears.
Given midpoint M and endpoint A, how do you find B?
B = 2M − A (each coordinate).
Distance from origin to (2, 3, 6)?
√(4 + 9 + 36) = √49 = 7.
Space diagonal of a box with edges l, w, h?
√(l² + w² + h²).
How do you check a midpoint answer?
Average the two endpoints — you should recover the midpoint.
Volume of a sphere?
V = ⁴⁄₃πr³.
Surface area of a sphere?
A = 4πr².
Volume of a cone?
V = ⅓πr²h — one third of the cylinder.
Curved surface area of a cone?
πrl, where l is the slant height = √(r² + h²).
Volume and surface area of a cylinder?
V = πr²h; A (closed) = 2πr² + 2πrh.
Volume of a pyramid or cone?
⅓ × base area × perpendicular height.
How do you find a composite solid's volume?
Add the volumes of the parts (subtract for a hole).
Composite surface area — what's the catch?
Don't count the join between two pieces; only exposed faces.
Sphere has volume 36π — find r.
⁴⁄₃πr³ = 36π ⇒ r³ = 27 ⇒ r = 3.
How do you find an angle in a 3D solid?
Spot a right-angled triangle inside the solid and use SOH-CAH-TOA.
How is the angle between a line and a plane defined?
The angle between the line and its projection (shadow) on the plane.
What do you often need before the angle triangle is complete?
A face or base diagonal — found with Pythagoras.
Face diagonal of an a × a square?
a√2 (= √(a² + a²)).
Space diagonal of an a × a × a cube?
a√3 (= √(a² + a² + a²)).
What's the 'angle in a semicircle' fact?
A diameter subtends a right angle (90°) at any point on the circle.
Why redraw the triangle separately?
It's much easier to apply trig to a flat 2D triangle than to the 3D picture.
Typical 3D problem structure?
Two steps: a length by Pythagoras, then an angle by trig.
A solid is given by coordinates. What's the first step?
Turn the coordinates into lengths — use the 3D distance and midpoint formulas to find edges, radii and heights.
How do you find the radius from a diameter [AB]?
Radius = ½ × the 3D distance AB; the centre is the midpoint of AB.
How do you find a cone or pyramid's height from coordinates?
It's the distance from the apex to the centre of the base (a vertical drop), not a slant edge.
Total surface area of a solid hemisphere, radius r?
3πr² — the curved dome 2πr² plus the flat base πr².
Volume of a hemisphere, radius r?
⅔πr³ — half of a sphere's ⁴⁄₃πr³.
Angle at a vertex between two edges, all three corners known?
Find the three side lengths with the distance formula, then use the cosine rule.
Angle between a slant edge and the base?
tan θ = height ÷ (horizontal distance from the base centre to that corner).
Exact or decimal?
Paper 1 usually wants exact (keep π and surds); Paper 2 round to 3 s.f.
Expand sin(A + B).
sin A cos B + cos A sin B (same sign as the bracket; terms cross over).
Expand cos(A − B).
cos A cos B + sin A sin B (terms match up; the middle sign FLIPS, so a − bracket gives a +).
Why does cos(A + B) have a MINUS in the middle?
The cos formula always flips the middle sign relative to the bracket: cos(A+B) = cos A cos B − sin A sin B.
Expand tan(A + B).
(tan A + tan B)/(1 − tan A tan B). The bottom sign is the opposite of the top.
State tan 2A and where it comes from.
tan 2A = 2 tan A/(1 − tan²A); put B = A in tan(A+B).
Find sin 75° exactly.
sin(45°+30°) = (√6 + √2)/4.
Find tan 75° exactly.
tan(45°+30°) = (√3+1)/(√3−1) = 2 + √3 after rationalising.
How do you SOLVE an equation like sin(x + π/6) = cos x?
Expand the bracket with sin(A+B), gather terms into one ratio (here tan x = 1/√3), then list all solutions in the interval.
What is sec θ?
sec θ = 1/cos θ (the reciprocal of cosine).
What is csc θ (cosec θ)?
csc θ = 1/sin θ (the reciprocal of sine).
What is cot θ?
cot θ = 1/tan θ = cos θ / sin θ (the reciprocal of tangent).
State the three Pythagorean identities.
sin²θ + cos²θ = 1; 1 + tan²θ = sec²θ; 1 + cot²θ = csc²θ.
How do you derive 1 + tan²θ = sec²θ?
Divide sin²θ + cos²θ = 1 throughout by cos²θ.
How do you derive 1 + cot²θ = csc²θ?
Divide sin²θ + cos²θ = 1 throughout by sin²θ.
What is the co-function relationship sin(90° − θ)?
sin(90° − θ) = cos θ (and cos(90° − θ) = sin θ).
Best first step when a trig expression won't simplify?
Rewrite everything in sin and cos, combine over a common denominator, then use sin²+cos²=1.
What is a vector?
A quantity with both direction and magnitude (size). It's a 'how far across / up / out' instruction with no fixed starting point.
What do i, j, k stand for?
Unit steps along the x, y and z axes: i = (1,0,0)ᵀ, j = (0,1,0)ᵀ, k = (0,0,1)ᵀ.
Write 4i − j + 2k in column form.
(4, −1, 2)ᵀ — the coefficients of i, j, k stacked.
Formula for the magnitude of a vector?
|v| = √(x² + y² + z²): square each component, add, take the positive square root.
Magnitude of (3, 4)ᵀ?
√(3² + 4²) = √25 = 5.
Magnitude of (2, −3, 6)ᵀ?
√(4 + 9 + 36) = √49 = 7.
Can a magnitude be negative?
No — it's a length, so |v| ≥ 0 always.
(k, 12)ᵀ has magnitude 13. Find k.
k² + 144 = 169 ⇒ k² = 25 ⇒ k = ±5.
What is a unit vector?
A vector with magnitude (length) exactly 1, used to specify a direction.
How do you find the unit vector in the direction of v?
Divide v by its magnitude: v̂ = v / |v|.
Unit vector in the direction of (3, 4)ᵀ?
|v| = 5, so v̂ = (3/5, 4/5)ᵀ = 0.6i + 0.8j.
What is the position vector of a point A?
The vector OA from the origin to A — its components are A's coordinates.
Formula for the vector from A to B?
AB = OB − OA (finish minus start).
How do you find the distance between points A and B?
Compute AB = OB − OA, then take its magnitude |AB|.
OA = (1, 2)ᵀ, OB = (4, 6)ᵀ. Find AB and |AB|.
AB = (3, 4)ᵀ, |AB| = √25 = 5.
How do you make a vector of length k in the direction of v?
Find the unit vector v/|v|, then multiply it by k.
Dot product of v = (v₁,v₂,v₃) and w = (w₁,w₂,w₃) in components?
v·w = v₁w₁ + v₂w₂ + v₃w₃ — multiply matching components and add. The answer is a number.
Geometric formula for the dot product?
v·w = |v||w|cos θ, where θ is the angle between the vectors.
How do you find the angle between two vectors?
cos θ = (v·w)/(|v||w|), then θ = cos⁻¹ of that value.
Is the dot product a vector or a number?
A number (a scalar) — that's why it's called the SCALAR product.
Magnitude of a vector (v₁,v₂,v₃)?
|v| = √(v₁² + v₂² + v₃²) — the length of the arrow.
a = (2,−1,3), b = (4,0,−2): find a·b.
(2)(4)+(−1)(0)+(3)(−2) = 8 + 0 − 6 = 2.
If the dot product of two vectors is 0, what is the angle?
90° — they are perpendicular.
u = (1,2,2), v = (2,0,−1): find the angle between them.
u·v = 0, so cos θ = 0 and θ = 90°.
When are two vectors perpendicular?
When their dot product is 0 (because v·w = |v||w|cos 90° = 0).
When are two vectors parallel?
When one is a scalar multiple of the other: v = t w (components in the same ratio).
a = (3, k, 2), b = (1, −4, 5) are perpendicular. Find k.
a·b = 3 − 4k + 10 = 0 ⇒ k = 13/4.
Test: are (6, −9) and (2, −3) parallel?
Yes — (6, −9) = 3(2, −3), a scalar multiple.
What angle do parallel vectors make? Perpendicular?
Parallel: 0° (same way) or 180° (opposite). Perpendicular: 90°.
A vector perpendicular to (3, 4) in 2-D?
Swap and negate one entry: (−4, 3) (or (4, −3)); check (3)(−4)+(4)(3)=0.
How do you find an unknown component for perpendicular vectors?
Set the dot product equal to 0 and solve the resulting equation for the unknown.
If u = t v, what does that tell you about u and v?
They are parallel (u is a scaled copy of v).
What is the vector equation of a line?
r = a + λd, where a is a point on the line, d is a direction vector, and λ is any real number.
In r = a + λd, what are a and d?
a = position vector of a known point on the line; d = a direction vector (the line is parallel to it).
How do you find the direction vector through two points A and B?
d = AB = b − a (subtract the start point's coordinates from the end point's).
Is the vector equation of a line unique?
No — any point on the line can be a, and any non-zero multiple of d works as the direction.
Line through A(2,1,5) and B(4,5,3): a direction vector?
d = B − A = (2, 4, −2) (or any multiple, e.g. (1, 2, −1)).
How do you get the parametric form from r = a + λd?
Write each coordinate on its own line: x = a₁ + λd₁, y = a₂ + λd₂, z = a₃ + λd₃, all sharing λ.
If a direction component is 0, what happens to that coordinate?
It stays constant — e.g. d = (3, 0, −1) gives y = constant, since y = a₂ + 0·λ.
Two vector equations describe the same line when…
their directions are parallel (multiples of each other) AND a point of one fits the other.
How do you test whether a point lies on a line r = a + λd?
Solve for λ from one coordinate, then check the SAME λ satisfies every other coordinate. All must agree.
How do you find the point on a line for a given λ?
Substitute that value of λ into r = a + λd and compute each coordinate.
Where does a line cross the x-axis (in 2D)?
Where y = 0: set the y-equation to 0, solve for λ, then substitute back for x.
In 3D, a point is on the z-axis when…
x = 0 AND y = 0 (only the z-coordinate is free).
In the motion model r = a + t·d, what is the speed?
Speed = |d|, the magnitude of the velocity (direction) vector.
Speed of an object with velocity (4, 0, −3)?
√(4² + 0² + (−3)²) = √25 = 5.
What does the parameter t mean in a motion model r = a + t·d?
t is the time; a is the start position (t = 0) and d is the constant velocity.
If a point gives different λ values in different rows, is it on the line?
No — the point is off the line; one λ must satisfy all coordinates simultaneously.
Formula for the angle between two lines?
cos θ = |d₁·d₂| / (|d₁| |d₂|), where d₁, d₂ are the direction vectors.
Why does the angle between two lines use only the direction vectors?
Sliding a line (keeping its direction) doesn't change the angle, so the base points are irrelevant — only the directions matter.
Why the absolute-value bars in cos θ = |d₁·d₂|/(|d₁||d₂|)?
They keep cos θ positive so you report the ACUTE angle; a negative dot product would otherwise give an obtuse angle.
How do you test whether two lines are perpendicular?
Show their direction vectors have dot product zero: d₁·d₂ = 0 ⟺ perpendicular.
Angle between directions (1, −1, 2) and (2, 1, 1)?
Dot = 3, |d₁| = |d₂| = √6, cos θ = 3/6 = ½ ⇒ θ = 60°.
If d₁·d₂ is negative, what does that tell you?
The arrows make an obtuse angle; take the modulus to get the acute angle between the lines.
Do the lengths of the direction vectors change the angle?
No — the formula divides by both magnitudes, so any scaling of a direction cancels out.
What is the denominator in the angle formula?
The PRODUCT of the magnitudes |d₁| × |d₂| (not their sum).
What are the three ways two lines can sit in 3D?
Parallel (same direction), intersecting (meet at one point), or skew (not parallel and never meet).
How do you check if two lines are parallel?
See if one direction vector is a scalar multiple of the other: d₂ = k·d₁.
What is a skew pair of lines?
Lines that are NOT parallel and yet NEVER meet — only possible in 3D.
How do you find the intersection of two lines?
Equate the position vectors (3 component equations), solve two for s and t, then test the third; if it holds, sub s back for the point.
Why solve only two of the three equations?
Two equations fix s and t; the third is the consistency check — it tells you whether the lines actually meet.
How do you prove two lines are skew?
Show the directions are NOT parallel AND the equation system is inconsistent (no common s, t).
Is 'the lines never meet' enough to call them skew?
No — parallel lines also never meet. You must also show the directions are not parallel.
Lines perpendicular and intersecting: how do you find unknown constants?
Perpendicularity (dot product = 0) gives a direction unknown; forcing the intersection (third equation) gives a position unknown.
What kind of object is the cross product v×w?
A vector (in 3D), unlike the dot product v·w which is a number.
Geometrically, where does v×w point?
Perpendicular to BOTH v and w — straight out of the plane they span.
Write the determinant formula for v×w.
v×w = |i j k; v₁ v₂ v₃; w₁ w₂ w₃| = (v₂w₃−v₃w₂, v₃w₁−v₁w₃, v₁w₂−v₂w₁).
Which component of the cross product carries a built-in minus sign?
The middle (j) component: v₃w₁ − v₁w₃ (i.e. −(v₁w₃ − v₃w₁)).
How does w×v relate to v×w?
w×v = −(v×w): swapping the order reverses every component (anti-commutative).
Find i×j (axis unit vectors).
i×j = k (points along the z-axis).
Quick check that v×w is correct?
Dot it with v (or w): v·(v×w) should be 0, since v×w ⊥ v.
Find v×w for v = (2, 3, 1), w = (1, −1, 4).
(3·4−1·(−1), 1·1−2·4, 2·(−1)−3·1) = (13, −7, −5).
What is |v×w| in terms of the angle θ?
|v×w| = |v||w| sin θ (the dot product used cos θ; the cross uses sin θ).
Area of the parallelogram with sides v and w?
|v×w| (the length of the cross product).
Area of the triangle with sides v and w?
½|v×w| (half the parallelogram).
How do you find the area of triangle ABC with the cross product?
Form AB and AC, compute AB×AC, take its length, then halve: ½|AB×AC|.
State the identity linking the cross and dot products.
|v×w|² = |v|²|w|² − (v·w)².
Why is |v×w| = 0 when v and w are parallel?
θ = 0 ⇒ sin θ = 0, so the length is 0 (zero parallelogram area).
|v×w| when |v| = 5, |w| = 4, θ = 30°?
5·4·sin 30° = 20·½ = 10.
Find the triangle area if |v| = 3, |w| = 5, v·w = 9.
|v×w|² = 9·25 − 81 = 144, |v×w| = 12, area = ½·12 = 6.
What two things fix a plane in space?
One point on the plane plus a normal vector n (a direction perpendicular to the plane).
What is the scalar-product (vector) form of a plane?
r·n = a·n, where n is the normal and a is the position vector of a known point on the plane.
What is the Cartesian form of a plane?
ax + by + cz = d, where (a, b, c) is the normal n and d = a·n.
How do you read the normal off a Cartesian plane equation?
The coefficients of x, y, z are the components of the normal: ax + by + cz = d → n = (a, b, c).
How do you find the constant d for a plane?
Substitute a known point on the plane into ax + by + cz; the value you get is d (which equals a·n).
How do you check if a point lies on a plane?
Substitute the point's coordinates into the equation; if the left-hand side equals the right-hand side, the point is on the plane.
Plane through (1, 2, −1) with normal (3, −1, 2): scalar-product form?
r·(3, −1, 2) = (1)(3)+(2)(−1)+(−1)(2) = −1, so r·(3, −1, 2) = −1.
Is (2, 6, −4) a valid normal for the plane x + 3y − 2z = 7?
Yes — it is 2×(1, 3, −2), and any non-zero scalar multiple of the normal is still a normal.
How do you find the normal to the plane through three points A, B, C?
Form two in-plane vectors AB and AC, then take the cross product: n = AB × AC.
How do you find a plane containing a line and a point P?
Use the line's direction d and a vector AP from a point on the line to P; the normal is n = d × AP.
From parametric form r = a + λu + μv, how do you get a normal?
Cross the two in-plane direction vectors: n = u × v.
After finding the normal, how do you complete the plane's equation?
Write ax + by + cz = d using the normal as coefficients, then substitute a known point to find d.
Can you simplify the normal vector?
Yes — divide by any common factor (and the constant d by the same factor); it's still the same plane.
Plane through A(1,0,2), B(3,1,2), C(2,−1,4): the normal?
AB = (2,1,0), AC = (1,−1,2); AB × AC = (2, −4, −3).
How do you convert Cartesian 3x − 2y + z = 8 to scalar-product form?
Read the normal off the coefficients: r·(3, −2, 1) = 8.
How can you check a plane equation you've found is correct?
Substitute each given point — they should all satisfy the equation.
How do you find where a line meets a plane?
Write the line's x, y, z in terms of λ, substitute into the plane's Cartesian equation, solve the resulting equation for λ, then put λ back into the line for the point.
After substituting, you solve for λ in which equation?
The plane's equation becomes one equation in λ; solve that.
Do you put λ back into the line or the plane to get the point?
Back into the LINE — that gives the (x, y, z) coordinates of the intersection.
What does it mean if substitution gives a false statement like 2 = 5?
The line is parallel to the plane and never meets it (no intersection).
What does it mean if substitution gives 0 = 0 (always true)?
Every λ works, so the line lies entirely in the plane.
When are the λ-terms guaranteed to cancel after substituting?
When the line's direction d is perpendicular to the plane's normal n, i.e. d·n = 0 (the line skims the plane).
Line r = (1,0,2)+λ(2,1,−1) and plane x+2y+z=9 — find the point.
x=1+2λ, y=λ, z=2−λ ⇒ (1+2λ)+2λ+(2−λ)=9 ⇒ 3λ+3=9 ⇒ λ=2 ⇒ (5, 2, 0).
If d·n = 0 but a point of the line does NOT satisfy the plane, the line is…
Parallel to the plane and outside it (misses it). If a point DID satisfy it, the line would lie in the plane.
How do you find the DIRECTION of the line where two planes meet?
Take the cross product of the two normals: d = n₁ × n₂ (it lies in both planes).
How do you find a POINT on the line of intersection of two planes?
Fix one coordinate (often z = 0), then solve the two plane equations as a 2×2 system for the other two coordinates.
Formula for the angle between two planes?
cos θ = |n₁·n₂| / (|n₁||n₂|), using the planes' normals (absolute value gives the acute angle).
Formula for the angle between a line and a plane?
sin θ = |d·n| / (|d||n|) — SINE, because the angle is measured to the surface (90° from the normal).
Why does the line–plane angle use SINE but plane–plane uses COSINE?
The plane's normal is 90° to its surface, so the line-to-surface angle is the complement of the line-to-normal angle, swapping cos for sin.
Two planes have perpendicular normals (n₁·n₂ = 0). What's the angle between the planes?
90° — the planes are perpendicular when their normals are.
Find the line of intersection of x+y+z=6 and x−y+2z=5.
d = n₁×n₂ = (3,−1,−2); set z=0 ⇒ x=11/2, y=1/2. r = (11/2, 1/2, 0) + λ(3,−1,−2).
Why take the absolute value of the dot product in these angle formulas?
To report the ACUTE angle — without it a negative dot product would give the obtuse angle.
State SOH-CAH-TOA.
sin θ = opp/hyp, cos θ = adj/hyp, tan θ = opp/adj.
Which side is the hypotenuse?
The longest side, opposite the right angle.
How do you find a side with right-angled trig?
Pick the ratio linking the angle, the wanted side and a known side; rearrange for the unknown.
How do you find an angle from two sides?
Form the ratio, then take the inverse (sin⁻¹, cos⁻¹, tan⁻¹).
When do you use Pythagoras instead of trig?
When you have two sides and need the third with no angle involved.
Side opposite 30° when hypotenuse is 10?
10 sin 30° = 5.
Angle with opposite 3, adjacent 4?
tan⁻¹(3/4) ≈ 36.9°.
Common right-angled-trig mistake?
Calculator in the wrong mode (degrees vs radians), or mislabelling opp/adj.
Hypotenuse from legs 5 and 12?
√(25 + 144) = 13.
State the sine rule.
a/sinA = b/sinB = c/sinC (side over the sine of its opposite angle).
State the cosine rule for a side.
a² = b² + c² − 2bc·cosA, with A opposite a.
Cosine rule rearranged for an angle?
cos A = (b² + c² − a²)/(2bc).
When do you use the sine rule?
When you have a side with its opposite angle, plus one more side or angle.
When do you use the cosine rule?
For SAS (two sides + included angle → third side) or SSS (three sides → an angle).
How do you use the sine rule to find an angle?
Flip it: sinA/a = sinB/b, so the unknown sine is on top.
Why is the cosine rule 'Pythagoras with a correction'?
When A = 90°, cosA = 0 and a² = b² + c².
No side–opposite-angle pair — which rule first?
The cosine rule — it usually gives you a pair to then use the sine rule.
SAS triangle: b=7, c=9, A=60°. Find a.
a² = 49 + 81 − 2·7·9·½ = 67 ⇒ a ≈ 8.19.
Area of a triangle with two sides and the included angle?
½ab·sinC, where C is the angle between sides a and b.
Which angle goes in ½ab·sinC?
The included angle — the one between the two sides you use.
How do you find the included angle from a given area?
Set ½ab·sinC = Area, solve for sin C, then take sin⁻¹ (watch for the obtuse solution).
Why might there be two possible included angles?
sin C = sin(180° − C), so an acute and an obtuse angle can give the same area.
Area of a triangle: sides 6, 8, included angle 30°?
½(6)(8)sin30° = 12.
What if the included angle isn't given?
Find it first (cosine rule from SSS, or sine rule), then use ½ab·sinC.
Is ½ab·sinC ever just ½ab?
Yes, when C = 90° (sin 90° = 1) — it reduces to ½ × base × height.
Common area-formula mistake?
Using a non-included angle, or forgetting the factor of ½.
What is an angle of elevation?
The angle measured upward from the horizontal to a point above you.
What is an angle of depression?
The angle measured downward from the horizontal to a point below you.
Elevation/depression are measured from what?
The horizontal — never the vertical.
How does depression relate to elevation?
The depression angle down to an object equals the elevation angle from the object back up (alternate angles).
Which ratio is most common in these problems?
tan θ = height/horizontal distance (height opposite, distance adjacent).
Tower height from 50 m away, elevation 30°?
h = 50 tan 30° ≈ 28.9 m.
What if the angle is from a person's eye?
Add the eye height to the triangle's height for the true total.
Two observers and an object form a non-right triangle — what do you use?
The sine or cosine rule.
How is a three-figure bearing measured?
Clockwise from North, written with three digits (e.g. 045°, 250°).
Bearings of E, S, W?
East 090°, South 180°, West 270° (North is 000°/360°).
How do you write a small bearing like 7°?
With three digits: 007°.
What is a back bearing?
The reverse direction — add 180° (if under 180°) or subtract 180° (if 180° or more).
Back bearing of 070°?
070° + 180° = 250°.
Convert 'South-East' to a bearing.
135° (halfway between S 180° and E 090°, clockwise from N).
How do you solve a two-leg journey problem?
Find the interior angle at the turn, then use the cosine rule (two legs + included angle).
Why isn't the triangle angle just the difference of bearings?
You must use the North lines at the turning point — the interior angle usually involves a 180° relationship.
What is one radian?
The angle at the centre of a circle whose arc length equals the radius.
How many radians in a full circle?
2π (and π in a half circle, 180°).
Convert degrees to radians?
Multiply by π/180.
Convert radians to degrees?
Multiply by 180/π.
Radian values of 30°, 45°, 60°, 90°?
π/6, π/4, π/3, π/2.
60° in radians?
60 × π/180 = π/3.
3π/4 radians in degrees?
3π/4 × 180/π = 135°.
Why must the GDC mode match?
sin/cos of a radian angle need radian mode; a mode mismatch gives wrong values.
Which mode does calculus with sin/cos use?
Radians.
Arc length formula?
s = rθ, with θ in radians.
Sector area formula?
A = ½r²θ, with θ in radians.
What must θ be in for these formulas?
Radians — convert from degrees first if needed.
How do you find the angle from arc and radius?
θ = s/r.
Perimeter of a sector?
Arc + two radii = rθ + 2r.
Area of a segment?
Sector area minus triangle area: ½r²θ − ½r²sinθ.
Area of the triangle between two radii?
½r²sinθ (two sides r, included angle θ).
Sector radius 6, angle 1.5 rad — area?
½(36)(1.5) = 27.
Sector radius 5, arc 15 — angle?
θ = 15/5 = 3 radians.
Unit-circle coordinates at angle θ?
(cos θ, sin θ): cos is x, sin is y.
Exact sin/cos of 30°?
sin 30° = ½, cos 30° = √3/2.
Exact sin/cos of 45°?
sin 45° = cos 45° = √2/2 (= 1/√2).
Exact sin/cos of 60°?
sin 60° = √3/2, cos 60° = ½.
tan of 30°, 45°, 60°?
1/√3, 1, √3.
What is CAST?
Positive ratios by quadrant: All (Q1), Sin (Q2), Tan (Q3), Cos (Q4).
sin(180° − θ) = ?
sin θ — supplementary angles share the same sine.
cos(180° − θ) = ?
−cos θ.
Given cos θ = 2/3 (acute), find sin θ.
sin²θ = 1 − 4/9 = 5/9 ⇒ sin θ = √5/3.
When does the ambiguous case occur?
Using the sine rule to find an ANGLE (two sides + a non-included angle, SSA).
Why are there two possible angles?
Because sin θ = sin(180° − θ) — an acute and an obtuse angle share the same sine.
How do you get the second angle?
Subtract the acute sin⁻¹ value from 180°.
Is finding a side ambiguous?
No — only finding an angle with the sine rule can give two answers.
Is the cosine rule ambiguous for angles?
No — cos⁻¹ gives a single angle in 0°–180°.
How do you check if the obtuse triangle is valid?
Add it to the known angle; keep it only if the total is under 180°.
sin B = 0.6 — find both angles.
B ≈ 36.9° or 180° − 36.9° = 143.1°.
A = 70°, B = 50° or 130° — which are valid?
Only 50°, since 70° + 130° = 200° > 180°.
State the Pythagorean identity.
sin²θ + cos²θ = 1, for every angle θ.
Rearrange for sin²θ.
sin²θ = 1 − cos²θ.
Rearrange for cos²θ.
cos²θ = 1 − sin²θ.
How do you find sin θ from cos θ?
sin θ = ±√(1 − cos²θ); pick the sign from the quadrant.
Given cos θ = 2/3 (acute), find sin θ.
sin²θ = 1 − 4/9 = 5/9 ⇒ sin θ = √5/3.
Simplify 1 − sin²θ.
cos²θ.
Simplify 1 − cos²θ.
sin²θ.
Why must you watch the sign when rooting?
√ gives only the magnitude; the quadrant decides + or −.
Key move when proving a trig identity?
Replace 1 − sin²θ or 1 − cos²θ with the other square, then cancel.
Double-angle formula for sine?
sin 2θ = 2 sin θ cos θ (not 2 sin θ!).
Three forms of cos 2θ?
cos²θ − sin²θ = 1 − 2sin²θ = 2cos²θ − 1.
Which cos 2θ form if you only know sin θ?
1 − 2sin²θ.
Which cos 2θ form if you only know cos θ?
2cos²θ − 1.
Given sin θ = 3/5, cos θ = 4/5, find sin 2θ.
2(3/5)(4/5) = 24/25.
Given cos θ = 4/5 (acute), find cos 2θ.
2(16/25) − 1 = 7/25.
Simplify cos⁴θ − sin⁴θ.
(cos²−sin²)(cos²+sin²) = cos 2θ.
Common double-angle mistake?
Writing sin 2θ = 2 sin θ (dropping cos θ).
How do you start a double-angle exact-value problem?
Find sin θ and cos θ first (often via the Pythagorean identity), then substitute.
Range of y = sin x and y = cos x?
−1 ≤ y ≤ 1.
Period of sin and cos?
360° (2π radians).
Period of tan?
180° (π radians).
Why does tan have asymptotes?
tan = sin/cos, so it blows up where cos x = 0 (90°, 270°, …).
Does tan have an amplitude?
No — it's unbounded (range all reals), so amplitude doesn't apply.
How do you find amplitude from a graph?
Amplitude = (max − min)/2.
How are sin and cos related?
cos x = sin(x + 90°) — same wave shifted left 90°.
Where is the max of y = cos x on 0°–360°?
At x = 0° and x = 360° (cos starts at its max).
In y = a sin(bx) + d, what is a?
The amplitude (vertical stretch).
In y = a sin(bx), what is the period?
360°/b (or 2π/b) — b divides the period.
In y = a sin(bx) + d, what does d do?
Shifts the wave vertically; the midline is y = d.
In y = a sin(b(x − c)) + d, what is c?
The horizontal (phase) shift — right by c.
Amplitude from max and min?
a = (max − min)/2.
Midline (d) from max and min?
d = (max + min)/2.
How do you find b from a period?
b = 2π/period (or 360°/period).
Period of y = 3 sin(2x)?
360°/2 = 180° (or 2π/2 = π).
Check using a and d?
max = d + a, min = d − a.
Why do trig equations have several solutions?
sin, cos and tan are periodic, so they hit the same value repeatedly.
After the first solution, how do you get the others for sin x = k?
Use x and 180° − x (then add periods if needed).
Second solution pattern for cos x = k?
x and 360° − x.
Second solution pattern for tan x = k?
x and x + 180°.
How do you solve sin(2x) = k over an interval?
Solve for 2x over the doubled interval, find all solutions, then divide each by 2.
How many solutions does sin(2x) = k give on 0°–360°?
Up to four (the doubled interval 0°–720° gives twice as many).
How do you solve 2sin²x − sin x − 1 = 0?
Let s = sin x, factor (2s+1)(s−1)=0, then solve sin x = each value.
What if the equation mixes sin² and cos?
Use cos²x = 1 − sin²x (or vice versa) to get one ratio, then it's a quadratic.
Paper 2 method for trig equations?
Graph each side and use intersect (or graph the difference and find zeros) over the interval.
Define sec θ, csc θ and cot θ.
sec θ = 1/cos θ, csc θ = 1/sin θ, cot θ = 1/tan θ = cos θ/sin θ.
Which basic ratio does SECANT pair with?
Cosine — sec θ = 1/cos θ (match the third letter: se-C-ant ↔ -C-osine).
State the identity linking tan and sec.
1 + tan²θ = sec²θ (divide sin²+cos²=1 by cos²θ).
State the identity linking cot and csc.
1 + cot²θ = csc²θ (divide sin²+cos²=1 by sin²θ).
How do you solve an equation containing sec x?
Rewrite sec x = 1/cos x, take reciprocals to get cos x = …, then solve as a normal cosine equation.
Where is sec θ undefined?
Wherever cos θ = 0, i.e. θ = 90°, 270°, … (π/2, 3π/2, …).
If csc θ = 13/12 in Q1, find cot θ.
1 + cot²θ = (13/12)² = 169/144 ⇒ cot²θ = 25/144 ⇒ cot θ = +5/12 (Q1).
Find sec(π/3).
1/cos(π/3) = 1/(1/2) = 2.
Why does sine need a restricted domain to have an inverse?
Over all reals sine repeats, so sin x = c has many solutions. Restricting to [−π/2, π/2] makes it one-to-one, so it can be reversed.
Domain and range of arcsin x?
Domain [−1, 1], range [−π/2, π/2].
Domain and range of arccos x?
Domain [−1, 1], range [0, π].
Domain and range of arctan x?
Domain all real numbers, range (−π/2, π/2) (open).
Exact value of arctan(√3)?
π/3, since tan(π/3) = √3 and π/3 is in (−π/2, π/2).
Exact value of arccos(−1/2)?
2π/3 (cosine is −1/2 there, and 2π/3 is in [0, π]).
Simplify cos(arcsin x).
Let θ = arcsin x ⇒ sin θ = x; cos θ = √(1 − x²) (non-negative on [−π/2, π/2]).
How do you sketch y = arcsin x from y = sin x?
Take the rising piece of sine on [−π/2, π/2] and reflect it in the line y = x.
What is a population (in statistics)?
Every individual or item you want to know about — the whole group the study is about.
What is a sample?
The part of the population you actually collect data from.
What is a census?
Data collected from the whole population (everyone).
Give one reason to sample instead of taking a census.
It is cheaper, faster, or the test is destructive (so a census is impossible).
When is a sample reliable?
When it represents the population — chosen fairly and large enough.
What is a biased sample?
One that over- or under-represents part of the population, so its results don't generalise.
Is a bigger sample always better?
A larger sample helps only if it is chosen fairly; a huge but unfair sample is still biased.
Give a situation where a census is impossible.
Destructive testing — e.g. measuring how long bulbs last, which destroys each bulb tested.
Difference between a parameter and a statistic?
A parameter describes the population; a statistic is calculated from a sample and estimates the parameter.
Name the five sampling techniques.
Simple random, systematic, stratified, quota, convenience.
What is simple random sampling?
Every member of the population has an equal chance of being chosen (e.g. drawing lots or random numbers).
What is systematic sampling?
Order the population and take every k-th member after a random start.
How do you find the interval k for systematic sampling?
k = population size ÷ sample size.
What is stratified sampling?
Split the population into groups (strata) and sample each in proportion to its size.
How many do you take from a stratum?
(group size ÷ population) × sample size.
What is quota sampling?
Fill fixed numbers from each group, but choose the members non-randomly.
What is convenience sampling?
Choose whoever is easiest or first available.
Which techniques are most prone to bias, and why?
Quota and convenience — the members are not chosen randomly, so the sample is often unrepresentative.
How do you predict a value using a regression line?
Substitute the known value into the line (y = ax + b for y from x).
Which line predicts y from x?
The regression line of y on x.
What is interpolation?
Predicting a value inside the range of the original data — generally reliable.
What is extrapolation?
Predicting a value outside the range of the data — generally unreliable.
Why is extrapolation unreliable?
The relationship may not continue outside the data range.
When is a prediction most reliable?
When it is interpolation AND the correlation is strong (|r| close to 1).
Can an interpolated prediction be unreliable?
Yes — if the correlation is weak, even interpolation is unreliable.
What two things should you comment on for reliability?
Whether it's interpolation/extrapolation, and the strength of r.
Does a strong r make extrapolation safe?
No — predicting outside the data is unreliable regardless of r.
State the conditional probability formula.
P(A | B) = P(A ∩ B) ÷ P(B).
What does P(A | B) mean?
The probability of A given that B has already occurred.
Which event do you divide by?
The given event — the one after the '|'.
If you only have P(A), P(B) and P(A ∪ B), how do you start?
Find P(A ∩ B) from the addition rule first.
From a two-way table, what is the denominator for P(A | B)?
The total of the given group B (e.g. all students), not the whole sample.
On a tree diagram, what kind of probability is a second-stage branch?
A conditional probability (given the first-stage outcome).
How do you reverse a condition on a tree (e.g. P(cause | effect))?
Use P(cause ∩ effect) ÷ P(effect), with P(effect) the total over all paths.
How is conditional probability linked to independence?
If P(A | B) = P(A), then A and B are independent.
Rearrange to find P(A ∩ B) from P(A | B) and P(B).
P(A ∩ B) = P(A | B) × P(B).
State the standardising formula.
z = (x − μ)/σ.
What does a z-value tell you?
How many standard deviations x is above (z > 0) or below (z < 0) the mean.
What does z = 0 mean?
The value equals the mean.
What does a negative z-value indicate?
The value is below the mean.
Why are z-values useful for comparing?
They put values from different normal distributions on a common (standardised) scale.
Across two distributions, which result is relatively better?
The one with the larger z-value (further above its own mean).
What is the standard normal distribution?
Z ~ N(0, 1) — mean 0 and standard deviation 1.
Does a z-value have units?
No — it is a count of standard deviations, so it is unitless.
x is 2σ above the mean. What is z?
z = 2.
What does the inverse normal do?
Given a left-tail probability P(X < x), it returns the value x.
What GDC command finds x from a probability?
invNorm(area, μ, σ), where area is the left-tail probability.
Which tail does invNorm use?
The left (lower) tail — the area to the left of x.
How do you find x when P(X > x) = p?
Use the left area 1 − p: x = invNorm(1 − p, μ, σ).
For the central c% of data, what are the tail areas?
Each tail is (1 − c)/2; use those areas in invNorm.
How do you find an unknown σ from a probability?
Find z = invNorm(p, 0, 1), then σ = (x − μ)/z.
How do you find an unknown μ from a probability?
Find z = invNorm(p, 0, 1), then μ = x − zσ.
Why use z (μ=0, σ=1) when σ is unknown?
invNorm needs σ to return x directly; with σ unknown you must work through the standardised z.
If P(X < a) = 0.1, what is the sign of z?
Negative — a left-tail probability below 0.5 gives a negative z.
What does Bayes' theorem do?
It reverses a conditional probability: turns P(evidence | cause), which you usually know, into P(cause | evidence), which you usually want.
State the conditional-probability formula behind Bayes.
P(A | B) = P(A ∩ B) / P(B) — the joint probability of the wanted branch over the total probability of the condition.
State Bayes' theorem (two-event form).
P(A | B) = [P(B|A)P(A)] / [P(B|A)P(A) + P(B|A′)P(A′)].
What is the law of total probability for an event B?
P(B) = P(B|A)P(A) + P(B|A′)P(A′) — sum the probability of B over every branch.
How do you build the denominator in a Bayes problem?
Add up every path on the tree that ends in the observed evidence (the total probability of the evidence).
Why can P(disease | positive) be small even with a 95%-accurate test?
If the disease is rare, the many false positives from the large healthy group outnumber the few true positives, so a positive result is often a false alarm.
What's the most common Bayes mistake?
Confusing P(A | B) with P(B | A) — the whole point of Bayes is that these two are different.
How does Bayes change with three causes A₁, A₂, A₃?
The denominator becomes P(B|A₁)P(A₁) + P(B|A₂)P(A₂) + P(B|A₃)P(A₃); the method (wanted branch ÷ total) is unchanged.
What must the probabilities of a discrete random variable add up to?
Exactly 1 (ΣP(X=x) = 1). Use this to find any unknown probability.
What is the formula for E(X) of a discrete random variable?
E(X) = Σ x·P(X=x) — each value times its probability, all added.
What is the formula for E(X²)?
E(X²) = Σ x²·P(X=x) — square each value, then weight by its probability.
What is the formula for Var(X) of a discrete random variable?
Var(X) = E(X²) − [E(X)]² — mean of the squares minus the square of the mean.
How do you find a missing probability k in a table?
Set the sum of all probabilities equal to 1 and solve for k.
X: P(X=1)=0.2, P(X=2)=0.3, P(X=3)=0.4, P(X=4)=0.1. Find E(X).
E(X) = 1(0.2)+2(0.3)+3(0.4)+4(0.1) = 2.4.
Find Var(X) if E(X²)=6.6 and E(X)=2.4.
Var = 6.6 − 2.4² = 6.6 − 5.76 = 0.84.
What is E(aX + b) in terms of E(X)?
E(aX + b) = a·E(X) + b. (And Var(aX + b) = a²·Var(X).)
What two conditions make f(x) a valid probability density function?
f(x) ≥ 0 everywhere, and the total area ∫ over all x of f(x) dx = 1.
For a continuous random variable, how do you find P(a < X < b)?
Integrate the pdf: P(a<X<b) = ∫ from a to b of f(x) dx (the area under the curve).
Why is P(X = a) = 0 for a continuous variable?
A single point has zero width, so zero area; probability comes from intervals (areas).
How do you find an unknown constant k in a pdf?
Integrate f over its support, set the result equal to 1, and solve for k.
f(x) = kx for 0 ≤ x ≤ 4. Find k.
∫₀⁴ kx dx = 8k = 1, so k = 1/8.
f(x) = kx² for 0 ≤ x ≤ 3. Find k.
∫₀³ kx² dx = 9k = 1, so k = 1/9.
Can a pdf take values greater than 1?
Yes — it's a density, not a probability. Only the total AREA must equal 1.
Does P(a < X < b) differ from P(a ≤ X ≤ b) for a continuous variable?
No — endpoints have probability 0, so < and ≤ give the same area.
What is the mean E(X) of a continuous random variable?
E(X) = ∫ x·f(x) dx over the support (the continuous version of Σ x·P).
How do you find the median m of a continuous variable?
Solve ∫ from the bottom of the support up to m of f(x) dx = 0.5 (half the area to the left).
How do you find the mode of a continuous variable?
It's where f is tallest: solve f'(x) = 0 (a maximum), or read the peak off the curve.
What is the variance of a continuous random variable?
Var(X) = ∫ x²·f(x) dx − [E(X)]² — mean of the squares minus the square of the mean.
f(x) = (3/8)x² on [0, 2]. Find E(X).
E(X) = ∫₀² x·(3/8)x² dx = ∫₀² (3/8)x³ dx = 3/2.
f(x) = (3/8)x² on [0, 2]. Find the median m.
∫₀ᵐ (3/8)x² dx = m³/8 = 0.5, so m³ = 4 and m = ∛4 ≈ 1.59.
If f is monotonic (always increasing) on [a, b], where is the mode?
At the endpoint where f is largest (e.g. x = b if f is increasing) — there's no interior peak.
For Y = aX + b, what are E(Y) and Var(Y)?
E(Y) = a·E(X) + b and Var(Y) = a²·Var(X).
What does a frequency table show?
Each data value (or class) together with its frequency — how many times it occurs.
What is the mode?
The data value that occurs most often (the highest frequency).
How do you find the total number of data values from a frequency table?
Add up all the frequencies.
What is a histogram?
A display of grouped continuous data using touching bars.
On a histogram with equal-width classes, what does the bar height show?
The frequency of that class.
Why do histogram bars touch?
The data is continuous, so the classes are adjacent intervals with no gaps.
What is the modal class?
The class (interval) with the greatest frequency — the tallest bar.
Difference between a histogram and a bar chart?
Histograms show continuous data (bars touch); bar charts show categories (bars have gaps).
Mode vs frequency — what's the trap?
The mode is the data value itself, not the frequency written beside it.
What is cumulative frequency?
A running total of the frequencies up to the top of each class.
Where do you plot a cumulative frequency value?
At the upper boundary of its class.
What shape is a cumulative frequency graph?
A smooth increasing S-shaped curve (an ogive).
How do you read the median from the curve (n values)?
Read across from a cumulative frequency of n/2, down to the data axis.
How do you read the lower and upper quartiles?
Read across from n/4 (Q1) and 3n/4 (Q3).
How do you find the IQR from the curve?
IQR = Q3 − Q1.
How do you find how many values lie between a and b?
Subtract the cumulative frequency at a from the cumulative frequency at b.
What is the 90th percentile?
The value below which 90% of the data lie — read across from 0.9n.
How do you find the value the top X% exceed?
Read across from (100 − X)% of n, since the curve counts values below a level.
What five numbers does a box plot show?
Minimum, lower quartile Q1, median, upper quartile Q3, maximum.
What does the box span?
From Q1 to Q3 (the middle 50% of the data), with the median marked inside.
What is the range?
Maximum − minimum.
What is the interquartile range (IQR)?
Q3 − Q1 — the spread of the middle 50%.
What fraction of the data is in each box-plot section?
About 25% (a quarter) in each of the four sections.
State the outlier rule.
A value is an outlier if it is below Q1 − 1.5·IQR or above Q3 + 1.5·IQR.
How do you test whether a value is an outlier?
Find IQR, then the fences Q1 − 1.5·IQR and Q3 + 1.5·IQR; compare the value with them.
How do you compare two distributions from box plots?
Compare the medians (centre) and the IQRs or ranges (spread).
Range vs IQR — what's the difference?
Range uses the extremes (max − min); IQR uses the quartiles (Q3 − Q1), so it ignores outliers.
How do you find the mean of a list?
Add all the values and divide by how many there are (Σx ÷ n).
What is the median?
The middle value when the data is put in order.
What is the mode?
The value that occurs most often.
How do you find the mean from a frequency table?
Σfx ÷ Σf — multiply each value by its frequency, add, then divide by the total frequency.
What do you divide by for the mean of a frequency table?
The total frequency Σf, not the number of different values.
If the mean of n values is known, how do you get the total?
Total = mean × n.
Which average is least affected by outliers?
The median.
Which average is pulled toward extreme values?
The mean.
When is the mode the only usable average?
For categorical (non-numeric) data, where you can't add or order values.
How do you estimate the mean of grouped data?
Use Σfx ÷ Σf with x = the class midpoints.
How do you find a class midpoint?
(lower boundary + upper boundary) ÷ 2.
Why is the grouped-data mean only an estimate?
The exact values within each class are unknown, so midpoints are used to represent them.
What is the modal class?
The class with the greatest frequency.
What is the median class?
The class containing the (n/2)-th value, found from the running (cumulative) total.
Are the modal class and median class always the same?
No — they are often different classes; find each separately.
How do you find a missing frequency from a given mean?
Set Σfx ÷ Σf = the given mean (x = midpoints) and solve for the unknown frequency.
What goes in the denominator of the estimated mean?
Σf, the total frequency.
On Paper 2, how do you get the grouped mean quickly?
Enter the midpoints as the data list and the frequencies as the frequency list, then run 1-Var Stats.
How do you find the median of an ordered list?
It is the middle value (for odd n) or the mean of the two middle values (for even n).
What is the lower quartile Q1?
The median of the lower half of the ordered data.
What is the upper quartile Q3?
The median of the upper half of the ordered data.
For odd n, do you include the median in the halves?
No — leave the median out of both halves before finding the quartiles.
What is the range?
Maximum − minimum.
What is the interquartile range?
IQR = Q3 − Q1, the spread of the middle 50%.
Why is the IQR preferred to the range when there are outliers?
The IQR uses only the quartiles, so extreme values barely change it.
For an even number of values, what is the median?
The mean of the two middle values.
On Paper 2, how do you get the quartiles quickly?
Enter the data in a list and run 1-Var Stats — it lists Q1, Med and Q3.
What does the standard deviation measure?
How far values typically lie from the mean — the spread of the data.
What does a small standard deviation tell you?
The data is clustered close to the mean.
What is the variance?
The standard deviation squared (σ²).
How do you find the standard deviation on Paper 2?
Enter the data in a list and run 1-Var Stats; read σx.
Which output is the standard deviation: σx or Sx?
σx — the population standard deviation used in the IB syllabus.
How do you enter a frequency table for 1-Var Stats?
Values in one list, frequencies in another, then run 1-Var Stats with both lists.
If you add c to every value, what happens to the mean and σ?
The mean increases by c; the standard deviation is unchanged.
If you multiply every value by k, what happens to the mean and σ?
Both are multiplied by |k|.
How do you get σ from the variance?
Take the square root: σ = √variance.
What does a scatter diagram show?
Paired (x, y) data plotted as points, revealing any relationship between the variables.
How do you describe correlation?
By its direction (positive/negative/none) and its strength (strong/weak).
What does positive correlation mean?
As one variable increases, the other tends to increase too.
What range does Pearson's r take?
From −1 to 1 inclusive.
What does the sign of r tell you?
The direction of the correlation (positive or negative).
What does the size of |r| tell you?
The strength — near 1 is strong, near 0 is weak.
What does r = ±1 mean?
The points lie exactly on a straight line (perfect linear correlation).
Does a strong r prove causation?
No — correlation does not imply causation; a third factor may explain it.
What kind of relationship does r measure?
Linear only — a strong curved pattern can still give a small r.
What is the regression line of y on x?
The best-fit line y = ax + b used to predict y from x.
How do you find the regression line on Paper 2?
Enter the two lists and run linear regression (LinReg) — it gives a and b.
What does the gradient a represent?
The change in y for each 1-unit increase in x.
What does the intercept b represent?
The predicted value of y when x = 0.
Which point does every regression line pass through?
The mean point (x̄, ȳ).
How can you find a mean if you know the line and the other mean?
Substitute the known mean into y = ax + b (the mean point is on the line).
How do you find both means from the two regression lines?
Solve the line of y on x and the line of x on y simultaneously — they meet at (x̄, ȳ).
Which line predicts y from x?
The regression line of y on x.
Which line predicts x from y?
The regression line of x on y.
How do you find the probability of an event with equally likely outcomes?
Favourable outcomes ÷ total outcomes: P(A) = n(A)/n(U).
What range must a probability lie in?
Between 0 and 1 inclusive.
What is the complement rule?
P(A′) = 1 − P(A).
How do you find P(at least one)?
Use the complement: 1 − P(none).
How many outcomes are in the sample space for two dice?
36 (6 × 6 ordered outcomes).
In a sample-space grid, do (2,5) and (5,2) count separately?
Yes — they are different ordered outcomes.
How do you find the probability of a sequence of events?
Multiply the probabilities along the chain.
What changes for 'without replacement'?
After each draw the totals reduce — one fewer item and one fewer of the drawn type.
With replacement vs without — what's the difference?
With replacement the probabilities stay the same each draw; without, they change.
What is the expected number of occurrences in n trials?
n × P, where P is the probability of the event each trial.
Can an expected number be a decimal?
Yes — it is a long-run average, not a single count.
What do you do if the probability isn't given directly?
Find P first (from a sample space, proportion or table), then multiply by n.
What does the expected number actually represent?
The average number of occurrences you'd expect over many repeats.
How do you find an expected total amount?
Multiply the average per trial (expected value) by the number of trials n.
Expected number of sixes in 60 rolls of a fair die?
60 × 1/6 = 10.
If P(win) = 0.25 over 40 games, expected wins?
40 × 0.25 = 10.
Is the expected value guaranteed in one run?
No — it is a long-run average, so a single run may differ.
Expected number of heads in 100 fair coin tosses?
100 × 1/2 = 50.
What does A ∪ B mean?
The union — elements in A or B (or both).
What does A ∩ B mean?
The intersection — elements in both A and B.
What does A′ mean?
The complement — elements not in A.
When filling a Venn diagram, what do you fill first?
The intersection (the 'both' region), then work outward.
How do you get 'only A' from n(A) and the overlap?
Only A = n(A) − n(A ∩ B).
How do you find a probability from a Venn diagram?
Region count ÷ total in the universal set.
State the addition rule.
P(A ∪ B) = P(A) + P(B) − P(A ∩ B).
Why does the addition rule subtract P(A ∩ B)?
So the overlap (in both A and B) isn't counted twice.
What is P(A ∪ B) for mutually exclusive events?
P(A) + P(B), because P(A ∩ B) = 0.
What goes on the branches of a tree diagram?
The probability of each outcome at that stage.
How do you find the probability of a path?
Multiply the probabilities along the branches of that path.
What do the branches leaving one point sum to?
1.
How do you find the probability of an event with several paths?
Find each path (multiply along it) and add the matching paths.
What changes for 'without replacement' on a tree?
The second-stage probabilities use reduced totals (one fewer item, one fewer of that type).
With replacement vs without — branch probabilities?
With replacement they repeat each stage; without, they change.
Fast method for 'at least one'?
1 − P(none).
Bag of 3 red, 2 white, drawn with replacement: P(red then red)?
(3/5)(3/5) = 9/25.
Same bag without replacement: P(red then red)?
(3/5)(2/4) = 3/10.
What does it mean for two events to be independent?
One event happening doesn't change the probability of the other.
State the multiplication rule for independent events.
P(A ∩ B) = P(A) × P(B).
How do you test whether A and B are independent?
Check whether P(A ∩ B) equals P(A) × P(B).
What does mutually exclusive mean?
The events cannot both happen, so P(A ∩ B) = 0.
What is P(A ∪ B) for mutually exclusive events?
P(A) + P(B).
Are mutually exclusive events independent?
No — if they can't co-occur, knowing one occurred changes the other's probability, so they are dependent.
Write P(A ∪ B) for independent events.
P(A) + P(B) − P(A)·P(B).
How do you find a missing probability for independent events?
Substitute P(A ∩ B) = P(A)·P(B) into the addition rule and solve.
Independent A, B with P(A)=0.6, P(B)=0.5: P(both)?
0.6 × 0.5 = 0.3.
What is a discrete random variable?
A variable that takes separate values, each with a probability.
What must the probabilities of a distribution add to?
1.
How do you find an unknown probability in a distribution?
Set the sum of all probabilities equal to 1 and solve.
State the formula for E(X).
E(X) = Σ x·P(X = x).
What does E(X) represent?
The expected (mean) value — the long-run average of X.
Can E(X) be a value X never takes?
Yes — it's an average, so it can be a non-outcome value like 2.7.
When is a game fair?
When the expected net gain E(X) = 0.
How do you find a fair prize?
Let X be the net gain, set E(X) = 0, and solve for the prize.
What should X be in a game (gain) problem?
The net gain — include any cost or loss.
When is X binomial, X ~ B(n, p)?
Fixed number n of independent trials, two outcomes each, with constant success probability p.
What does binompdf(n, p, k) give?
P(X = k) — the probability of exactly k successes.
What does binomcdf(n, p, k) give?
P(X ≤ k) — the probability of at most k successes.
State the binomial probability formula.
P(X = k) = ⁿCₖ pᵏ (1−p)ⁿ⁻ᵏ.
How do you find P(X ≥ k)?
1 − P(X ≤ k − 1) = 1 − binomcdf(n, p, k − 1).
How do you find P(a ≤ X ≤ b)?
binomcdf(n, p, b) − binomcdf(n, p, a − 1).
How do you find P(at least one)?
1 − P(X = 0).
Why might a 'without replacement' situation not be binomial?
The probability of success changes between trials, so p is not constant.
Finding n for 'at least one' — round up or down?
Round up, since you need to reach the target probability with a whole number of trials.
What is the mean of X ~ B(n, p)?
E(X) = np.
What is the variance of X ~ B(n, p)?
Var(X) = np(1 − p).
What is the standard deviation of a binomial?
√(np(1 − p)).
What does the binomial mean represent?
The expected number of successes in n trials.
Common slip in the variance?
Using np or np² instead of np(1 − p) — you must multiply by both p and (1 − p).
How do you find p from the mean and variance?
variance ÷ mean = 1 − p, so p = 1 − variance/mean.
How do you then find n?
n = mean ÷ p.
Are np and np(1 − p) in the formula booklet?
Yes — both the binomial mean and variance are given.
X ~ B(50, 0.2): mean and variance?
Mean 10, variance 8.
What does X ~ N(μ, σ²) mean?
X is normally distributed with mean μ and variance σ² (so standard deviation σ).
What shape is the normal distribution?
A symmetric bell curve centred on the mean.
What does normalcdf(lower, upper, μ, σ) give?
The probability P(lower < X < upper) — the area under the curve between the bounds.
How do you find P(X < a) on the GDC?
normalcdf with a very small lower bound (e.g. −1E99) and upper bound a.
How do you find P(X > a)?
normalcdf with lower bound a and a very large upper bound (e.g. 1E99).
What is P(X < μ)?
0.5 — half the area is below the mean.
State the 68–95–99.7 rule.
About 68% of data lies within 1σ of the mean, 95% within 2σ, 99.7% within 3σ.
How do you find an expected number from a normal probability?
Multiply the probability (normalcdf) by the total number of items.
In N(150, 20²), what is σ?
20 (the variance is 400; the GDC needs σ = 20).
What shape is the normal distribution?
A symmetric bell curve centred on the mean.
For a normal curve, how do the mean, median and mode compare?
They are all equal (by symmetry).
What is the total area under a normal curve?
1.
What is P(X < μ) for a normal distribution?
0.5 — half the area lies below the mean.
How is a probability shown on a normal-curve sketch?
As the area of the shaded region.
What happens to the curve if the mean increases (σ fixed)?
It shifts to the right, keeping the same shape.
What happens if σ increases (mean fixed)?
The curve becomes wider and flatter (more spread).
What does a smaller σ mean for the data?
The values are more clustered / consistent (taller, narrower curve).
By symmetry, P(X > μ + σ) equals which left-tail probability?
P(X < μ − σ) — symmetric tails are equal.
What is the gradient of a curve at a point?
The gradient of the tangent to the curve at that point.
What does the derivative measure?
The gradient at a point and the instantaneous rate of change of y with respect to x.
Why doesn't a curve have a single gradient?
Its steepness changes from point to point, so the gradient depends on where you are.
What are the two notations for the derivative?
f'(x) and dy/dx.
How do you find the gradient at a particular x?
Substitute the x-value into the gradient function f'(x).
What does f'(x) > 0 tell you?
The function is increasing there.
What does f'(x) < 0 tell you?
The function is decreasing there.
What does f'(x) = 0 tell you?
There is a stationary point (the curve is momentarily flat).
If s is distance and t is time, what is ds/dt?
The velocity — the rate of change of distance with time.
How do you integrate (ax + b)ⁿ?
(ax+b)ⁿ⁺¹/[a(n+1)] + C — integrate as usual, then divide by the inner coefficient a.
∫sin(ax + b) dx = ?
−cos(ax+b)/a + C.
∫cos(ax + b) dx = ?
sin(ax+b)/a + C.
∫e^(ax + b) dx = ?
e^(ax+b)/a + C.
∫1/(ax + b) dx = ?
(1/a)ln|ax+b| + C.
Why divide by the inner coefficient?
To undo the ×a that the chain rule would introduce when differentiating.
State the f'/f rule.
∫ f'(x)/f(x) dx = ln|f(x)| + C (numerator is the derivative of the denominator).
∫2x(x² + 1)³ dx = ?
(x²+1)⁴/4 + C (reverse chain: 2x is the inner derivative).
How do you check a reverse-chain integral?
Differentiate your answer — it should give back the integrand.
What is the key idea of integration by substitution?
Let u = the inside function, replace dx using du, and integrate in u.
How do you choose u?
So that its derivative (du) already appears as a factor in the integrand.
What does du equal?
du = (du/dx) dx — used to replace the dx-part of the integrand.
After substituting, what variables should remain?
Only u (and du) — no stray x's.
For an indefinite integral, what's the last step?
Substitute back to express the answer in x (and + C).
For a definite integral by substitution, what do you do with the limits?
Convert each x-limit to a u-value, then evaluate in u.
Do you switch back to x for a definite integral?
No — once the limits are in u, evaluate directly in u.
∫2x(x²+1)³ dx by substitution u = x²+1 gives?
∫u³ du = u⁴/4 = (x²+1)⁴/4 + C.
If du = 2x dx, what is x dx?
x dx = ½ du.
What is ∫ₐᵃ f(x) dx?
0 — a zero-width interval has zero area.
What happens if you swap the limits of a definite integral?
The sign flips: ∫ₐᵇ f = −∫_b^a f.
State the interval-splitting property.
∫ₐᵇ f + ∫_b^c f = ∫ₐ^c f.
How do you evaluate a definite integral?
Find an antiderivative F, then compute F(b) − F(a).
What mode should the GDC be in for trig integrals?
Radian mode (the limits are in radians).
∫₀^(π/2) cos x dx = ?
[sin x]₀^(π/2) = 1.
What does the integral of a rate of change give?
The total (accumulated) change over the interval.
How do you find the amount at time b from a rate?
amount(b) = amount(a) + ∫ₐᵇ (rate) dt.
∫₀^π sin x dx = ?
[−cos x]₀^π = 2.
What does a negative definite integral tell you about the region?
The region lies below the x-axis; the area is the magnitude of the integral.
Is area ever negative?
No — take the absolute value of a negative integral for the area.
How do you find the area between two curves?
∫ₐᵇ (top − bottom) dx, where 'top' is the upper curve.
How do you decide which curve is the 'top'?
Test an x-value between the limits (or sketch) to see which has greater y.
How do you find the limits for an enclosed region between two curves?
Solve top = bottom to find the intersection x-values.
Area between a curve and the x-axis when it dips below?
Split at the x-intercepts and add the magnitudes (or take |∫|).
Area between y = x and y = x² on [0,1]?
∫₀¹ (x − x²) dx = 1/6.
Why does (top − bottom) work even below the axis?
Subtracting the lower curve measures the vertical gap, which is always positive.
First step for an enclosed area between two curves?
Find the intersection points (solve top = bottom) for the limits.
State the first-principles definition of the derivative.
f'(x) = lim_{h→0} (f(x+h) − f(x))/h.
Geometrically, what is (f(x+h) − f(x))/h?
The gradient of the chord (secant) joining the points at x and x+h.
Why can't you just put h = 0 in the difference quotient?
You get 0/0, which is undefined. Simplify so the bottom h cancels first, then let h → 0.
What does the chord become as h → 0?
The tangent at the point — so its gradient becomes the derivative f'(x).
Differentiate x² from first principles.
((x+h)² − x²)/h = (2xh + h²)/h = 2x + h → 2x as h → 0.
Differentiate x³ from first principles.
((x+h)³ − x³)/h = 3x² + 3xh + h² → 3x² as h → 0.
What does the phrase 'from first principles' tell you to do?
Start from the limit definition of the derivative — do NOT just quote the power rule.
In ((x+h)² − x²)/h, why does the bottom h cancel cleanly?
After expanding, the top is 2xh + h² = h(2x + h); every term has a factor of h.
What does lim_{x→a} f(x) = L mean informally?
As x gets close to a (from either side), f(x) gets close to L — the value f is heading towards.
What does it mean for a function to be continuous at a point?
No jump, hole or break there — you can draw through it without lifting your pen. Formally lim_{x→a} f(x) = f(a).
How do you find the second derivative f''(x)?
Differentiate f(x) to get f'(x), then differentiate f'(x) again.
What does the second derivative tell you?
The rate of change of the gradient — how the slope itself is changing.
Write the second derivative in Leibniz notation.
d²y/dx² (read 'd-two-y by d-x-squared'); the same as f''(x).
Does d²y/dx² mean (dy/dx)²?
No — the 2's are notation for differentiating twice; nothing is being squared.
Find f''(x) if f(x) = x³ − 4x².
f'(x) = 3x² − 8x, then f''(x) = 6x − 8.
What is d³y/dx³ for y = 2x³ + x²?
dy/dx = 6x² + 2x, d²y/dx² = 12x + 2, d³y/dx³ = 12.
What is an indeterminate form?
A limit shape like 0/0 or ∞/∞ where plain substitution fails — the limit may still exist and needs more work.
State L'Hopital's rule.
If lim f/g is 0/0 or ∞/∞, then lim f/g = lim f′/g′ (differentiate top and bottom separately).
Is L'Hopital the quotient rule?
No! Differentiate the top by itself and the bottom by itself, then divide. Never use the quotient rule.
What must you check before using L'Hopital?
That substitution gives an indeterminate form 0/0 or ∞/∞.
d/dx (tan x) = ?
sec²x.
d/dx (arctan x) = ?
1/(1 + x²).
Find lim (sin x)/x as x→0.
0/0, so → lim (cos x)/1 = cos 0 = 1.
Find lim (arctan 2x)/(tan 3x) as x→0.
0/0 → lim [2/(1+4x²)] / [3 sec²3x] = 2/3.
When do you apply L'Hopital more than once?
When, after differentiating, substitution STILL gives 0/0 (or ∞/∞) — keep going until you get a number.
When must you STOP applying L'Hopital?
The moment substitution gives a finite value — applying it further would give a wrong answer.
Find lim (1 − cos x)/x² as x→0.
0/0 → (sin x)/(2x) → 0/0 → (cos x)/2 = 1/2.
L'Hopital needs which form?
A quotient that is 0/0 or ∞/∞ — never a bare product or difference.
How do you handle a 0·∞ limit?
Rewrite the product as a fraction: f·g = f/(1/g), making 0/0 or ∞/∞, then apply L'Hopital.
Find lim (x→0⁺) x ln x.
0·(−∞) → (ln x)/(1/x) → (1/x)/(−1/x²) = −x → 0.
If a limit (top)/x² is finite as x→0, what must the top do?
It must → 0 as x→0; otherwise the 0 in the bottom forces ∞. Set top → 0 to find unknowns.
Find lim sin²(kx)/x² as x→0.
It equals k² (e.g. via L'Hopital twice or sin kx ≈ kx). So if it's 16, k = ±4.
In implicit differentiation, what happens when you differentiate a y-term w.r.t. x?
It picks up a factor of dy/dx (the chain rule), because y is treated as a function of x.
d/dx(y²) = ?
2y·dy/dx.
How do you differentiate a term like xy w.r.t. x?
Product rule: y + x·dy/dx.
After differentiating implicitly, how do you isolate dy/dx?
Collect all dy/dx terms on one side, factor out dy/dx, then divide.
dy/dx for x² + y² = 25?
2x + 2y·dy/dx = 0 ⇒ dy/dx = −x/y.
How do you find a gradient at a specific point on an implicit curve?
Substitute the point's x and y values into the expression for dy/dx.
When is the tangent to an implicit curve horizontal? Vertical?
Horizontal when the numerator of dy/dx is 0; vertical when the denominator is 0 (gradient undefined).
Equation of a tangent once you have m at (x₁, y₁)?
y − y₁ = m(x − x₁).
What is the chain-rule link in a related-rates problem (V depending on r)?
dV/dt = dV/dr · dr/dt.
What are the three steps of a related-rates problem?
1) Write the formula linking the quantities. 2) Differentiate w.r.t. time t. 3) Substitute the known rate and value, then solve.
Which formula links the base and height of a sliding ladder?
Pythagoras: x² + y² = L² (L the fixed ladder length).
What does a negative rate of change mean?
The quantity is decreasing (e.g. the top of a ladder sliding down, or a tank draining).
Sphere: dV/dr = ? (V = (4/3)πr³)
dV/dr = 4πr² (the surface area).
For a cone with r = h/2, how do you simplify V = (1/3)πr²h before differentiating?
Substitute r = h/2 to get V = (1/3)π(h/2)²h = πh³/12, a function of h only.
d/dx of arctan(u)?
u′/(1 + u²).
When should you substitute the given numbers in a related-rates problem?
Last — differentiate the general formula first, then substitute the rate and value at that instant.
What are the four steps of an optimisation problem?
1) Write the quantity. 2) Reduce to one variable using the constraint. 3) Differentiate and set = 0. 4) Justify max/min and answer the question.
What condition holds at the optimum value?
The first derivative is zero (a stationary point).
How do you justify a stationary point is a maximum?
Second-derivative test: f″ < 0 ⇒ maximum (or f′ changes + to − through the point).
How do you justify a stationary point is a minimum?
f″ > 0 ⇒ minimum (or f′ changes − to + through the point).
Why minimise D² instead of D for a shortest-distance problem?
D² has the same minimising x as D (it's a monotone transformation) but avoids the messy square-root derivative.
Open box from an a×a sheet (corner squares x): volume formula?
V = x(a − 2x)², with domain 0 < x < a/2.
Why must you check the domain / reject some solutions?
Lengths can't be negative and some roots make a dimension zero — those are physically impossible.
After finding the optimum variable, what is often still required?
The optimum VALUE — substitute the variable back into the original quantity.
d/dx(tan x) = ?
sec²x.
d/dx(sec x) = ?
sec x · tan x.
d/dx(csc x) = ?
−csc x · cot x (note the minus).
d/dx(cot x) = ?
−csc²x (note the minus).
d/dx(aˣ) = ?
aˣ ln a. (For a = e this is just eˣ, since ln e = 1.)
d/dx(log_a x) = ?
1/(x ln a). (For a = e this is 1/x.)
d/dx(arcsin x) and d/dx(arccos x)?
arcsin x → 1/√(1 − x²); arccos x → −1/√(1 − x²). Same fraction, opposite sign.
d/dx(arctan x) = ?
1/(1 + x²).
How do you differentiate x² arctan x?
Product rule: u = x², v = arctan x ⇒ 2x·arctan x + x²·1/(1 + x²).
How do you differentiate eˣ sec x?
Product rule: eˣ sec x + eˣ sec x tan x = eˣ sec x (1 + tan x).
d/dx(arctan(3x)) = ?
Chain rule: 1/(1 + (3x)²) × 3 = 3/(1 + 9x²).
d/dx(tan(x²)) = ?
Chain rule: sec²(x²) × 2x = 2x sec²(x²).
d/dx(arcsin(2x)) = ?
Chain rule: 1/√(1 − (2x)²) × 2 = 2/√(1 − 4x²).
Which rule for y = (arctan x)/x?
Quotient rule: (u′v − uv′)/v² with u = arctan x, v = x.
Chain-rule trap for arcsin(2x) — what's the bottom?
√(1 − (2x)²) = √(1 − 4x²): square the WHOLE inner function, not just x.
How do you decide which rule to use?
Multiplied → product; divided → quotient; nested (one inside another) → chain.
What is integration by substitution undoing?
The chain rule — it's the reverse chain rule. You let u = the inner function so f'(g)·g' dx becomes f'(u) du.
How do you choose u in a substitution?
Let u be the INNER function whose derivative (up to a constant) also appears in the integrand.
After choosing u, how do you replace dx?
Differentiate: du = u' dx, then rewrite u' dx (or dx) in terms of du.
For a DEFINITE integral, what's the clean way to finish?
Change the limits to u-values (put each x-limit into u), then evaluate in u — no switching back.
Find ∫ 2x(x² + 1)⁴ dx.
u = x² + 1, du = 2x dx → ∫ u⁴ du = (x² + 1)⁵/5 + C.
Evaluate ∫₀^(π/2) sin³x cos x dx.
u = sin x, limits 0→1 → ∫₀¹ u³ du = 1/4.
Only a constant factor is missing from u' — what do you do?
Balance it: e.g. if du = 2x dx but you have x dx, then x dx = ½ du. You can pull constants out, never variables.
Find ∫ x√(x² + 3) dx.
u = x² + 3, x dx = ½ du → ½∫ u^(1/2) du = ⅓(x² + 3)^(3/2) + C.
State the integration by parts formula.
∫ u dv = uv − ∫ v du. You differentiate u and integrate dv.
What does LIATE help you decide?
Which factor to call u: Log, Inverse-trig, Algebra (powers of x), Trig, Exponential — first listed becomes u.
When do you use integration by parts (not substitution)?
For a PRODUCT of two different kinds of function (e.g. x·eˣ, x·sin x, x·ln x) where no inner-derivative pair is present.
Find ∫ x cos x dx.
u = x, dv = cos x dx → x sin x − ∫ sin x dx = x sin x + cos x + C.
How is ∫ ln x dx found by parts?
u = ln x, dv = dx (v = x): x ln x − ∫ 1 dx = x ln x − x + C.
How many times must you apply parts for ∫ x² eˣ dx?
Twice — each round drops the power of x by one (x² → x → constant).
Find ∫ x ln x dx.
u = ln x, dv = x dx → (x²/2)ln x − ∫ x/2 dx = (x²/2)ln x − x²/4 + C.
Find ∫ x² eˣ dx.
Parts twice: eˣ(x² − 2x + 2) + C.
How do you find the area between a curve and the y-axis?
Integrate x with respect to y: A = ∫ x dy, using the bottom and top y-values as limits.
Why is it ∫ x dy (not ∫ y dx) for the y-axis?
The strips are horizontal: width x (across to the y-axis) and tiny height dy. Summing x·dy gives the area.
First step before integrating x dy?
Rearrange y = f(x) into x = g(y) so the integrand is in terms of y.
Rearrange y = ln x for an x dy integral.
x = eʸ (undo the natural log with the exponential).
Rearrange y = eˣ for an x dy integral.
x = ln y (take ln of both sides).
What kind of limits does ∫ x dy use?
y-values — the bottom (c) and top (d) of the region. Convert any given x-limits to y-values first.
Area between y = x² (x ≥ 0) and the y-axis from y = 0 to 4?
x = √y, A = ∫₀⁴ y^(1/2) dy = [⅔y^(3/2)]₀⁴ = ⅔(8) = 16/3.
y = x² gives x = √y, not x = −√y. Why?
The region is for x ≥ 0, so we take the positive square root.
Volume of revolution about the x-axis?
V = π∫y² dx, between the x-limits — discs of radius y, thickness dx.
Volume of revolution about the y-axis?
V = π∫x² dy, between the y-limits — discs of radius x, thickness dy.
Why is the radius squared in the volume formula?
Each slice is a disc; a disc's area is π·radius², so its volume is π·radius²·thickness.
Does 'y²' mean square just the variable or the whole function?
Square the whole function: y² = [f(x)]². E.g. y = x + 1 gives y² = (x + 1)².
Rotating about the y-axis — what must you find first?
x² in terms of y (rearrange the curve), and use y-limits.
Volume between two curves rotated about an axis?
Washers: V = π∫(R² − r²), outer radius² minus inner radius². Never (R − r)².
y = √x rotated about the x-axis, x = 0 to 4, volume?
π∫₀⁴ (√x)² dx = π∫₀⁴ x dx = π[x²/2]₀⁴ = 8π.
Most common lost mark in volume-of-revolution questions?
Forgetting the π (or the dx/dy), or using (R − r)² instead of R² − r².
When is a first-order ODE separable?
When dy/dx can be written as f(x)·g(y) — an x-part times a y-part.
How do you separate the variables?
Divide by g(y), multiply by dx: collect all y's with dy on the left, all x's with dx on the right, then integrate.
How many constants of integration after separating and integrating?
Just one — put a single +C on the right-hand side.
What is an initial condition used for?
To find the constant C: substitute the known point, giving the one particular solution through it.
Solve dy/dx = xy (general solution).
(1/y)dy = x dx ⇒ ln|y| = x²/2 + C ⇒ y = A e^(x²/2).
∫(1/(y − a)) dy = ?
ln|y − a| + C.
dT/dt = −k(T − r): what is the limiting temperature as t → ∞?
T → r (room temperature), since the exponential term decays to 0.
Why should you substitute the initial condition before rearranging?
The algebra is usually simpler in the un-rearranged form (e.g. ln form), reducing errors.
What is the integrating factor for dy/dx + P(x)y = Q(x)?
I = e^(∫P dx). Multiply through by it; the left side becomes (Iy)′.
After multiplying a linear ODE by its integrating factor I, what is the left side?
Exactly (I·y)′ — so integrate to get Iy = ∫IQ dx.
How do you spot P(x) in dy/dx + P(x)y = Q(x)?
Write the equation with dy/dx alone (coefficient 1); P(x) is then the coefficient of y.
When is a first-order ODE homogeneous?
When dy/dx can be written using only the ratio y/x (e.g. (x+y)/x = 1 + y/x).
What substitution solves a homogeneous ODE, and what is dy/dx then?
Let y = vx; then dy/dx = v + x dv/dx (product rule). It becomes separable in v and x.
After solving in v, what's the final step?
Replace v by y/x, then apply the initial condition.
∫cot x dx = ?
ln|sin x| + C (so e^(∫cot x dx) = sin x).
Integrating factor for dy/dx + (2/x)y = x (x > 0)?
∫(2/x)dx = ln x², so I = x²; then (x²y)′ = x³.
State Euler's method for dy/dx = f(x, y).
x_(n+1) = x_n + h, y_(n+1) = y_n + h·f(x_n, y_n), where h is the step size.
What does Euler's method actually do geometrically?
Follows the tangent (gradient f) in small straight steps of length h, approximating the curve by line segments.
Why is Euler's method only an approximation?
It uses the gradient at the START of each step, so it drifts off a curving solution; error grows with step size h.
If the solution curve is concave up, does Euler over- or under-estimate?
Underestimate — the tangents lie below a concave-up curve.
If the solution curve is concave down, does Euler over- or under-estimate?
Overestimate — the tangents lie above a concave-down curve.
How do you find the error of an Euler estimate?
error = |y_exact − y_Euler|, when the exact solution is known.
What happens to the error if you halve the step size h?
It roughly halves (error ∝ h), but you need twice as many steps.
Which paper most often features Euler's method?
Paper 3 (the extended-investigation paper), though it also appears in Paper 2.
What is the coefficient of xⁿ in a Maclaurin series?
f⁽ⁿ⁾(0) ÷ n! — the nth derivative evaluated at x = 0, divided by n!.
Write the general Maclaurin series of f(x).
f(x) = f(0) + f'(0)x + f''(0)x²/2! + f'''(0)x³/3! + …
Why does the Maclaurin formula divide by n!?
Differentiating xⁿ exactly n times gives n!; dividing by n! makes the nth term contribute exactly f⁽ⁿ⁾(0) to the nth derivative at 0.
Maclaurin series of eˣ?
eˣ = 1 + x + x²/2! + x³/3! + … (every power, denominator n!).
Maclaurin series of sin x?
sin x = x − x³/3! + x⁵/5! − … (odd powers only, alternating signs).
Maclaurin series of cos x?
cos x = 1 − x²/2! + x⁴/4! − … (even powers only, alternating signs).
Maclaurin series of ln(1 + x)?
ln(1 + x) = x − x²/2 + x³/3 − x⁴/4 + … (plain denominators, alternating signs).
Why does sin x contain only odd powers?
Every even derivative of sin x equals ±sin 0 = 0, so all even-power coefficients vanish.
How do you find a Maclaurin series by substitution?
Take a known series (eˣ, sin x, …) and replace every x by the new expression, e.g. x² into eˣ gives e^{x²} = 1 + x² + x⁴/2! + ….
Maclaurin series of e^{x²}?
1 + x² + x⁴/2! + … = 1 + x² + x⁴/2 + … (substitute x² into eˣ).
Maclaurin series of sin(3x) (first two terms)?
3x − (3x)³/3! + … = 3x − (9/2)x³ + ….
How do you get the series of x·sin x?
Multiply the sin x series by x: x(x − x³/6 + …) = x² − x⁴/6 + ….
How do you use a Maclaurin series to find a 0/0 limit?
Replace the function with its series; the leading terms cancel, divide by the matching power, then let x → 0 (the constant term is the limit).
Evaluate lim(x→0) (sin x − x)/x³.
sin x − x = −x³/6 + …, so dividing by x³ gives −1/6 as x → 0.
Evaluate lim(x→0) (1 − cos x)/x².
1 − cos x = x²/2 − …, so the limit is 1/2.
When multiplying two series, which terms do you keep?
Only terms up to the highest power the question requires; discard anything higher to save work.
When is a function increasing?
Where its gradient is positive: f'(x) > 0.
When is a function decreasing?
Where its gradient is negative: f'(x) < 0.
How do you find where a function is increasing?
Differentiate, then solve the inequality f'(x) > 0.
What separates the increasing and decreasing parts?
The stationary points, where f'(x) = 0.
After finding stationary points, how do you classify the intervals?
Test the sign of f'(x) in each interval between them.
On a graph of f', where is f increasing?
Where f' is above the x-axis (positive).
How does the graph of f' show a local maximum of f?
f' crosses zero from positive to negative (+ → −).
How does the graph of f' show a local minimum of f?
f' crosses zero from negative to positive (− → +).
Do you need the size of f'(x) to test increasing/decreasing?
No — only its sign (positive or negative).
State the power rule for differentiation.
d/dx(xⁿ) = n·xⁿ⁻¹ — multiply by the power, then reduce the power by 1.
What is the derivative of a constant?
0.
How do you differentiate a·xⁿ (constant multiple)?
a·n·xⁿ⁻¹ — the constant stays and multiplies.
How do you differentiate a polynomial?
Differentiate each term separately (term by term), keeping the signs.
Derivative of 4x?
4 (since 4x = 4x¹ → 4·1·x⁰ = 4).
How do you differentiate 1/xⁿ?
Rewrite as x⁻ⁿ, then apply the power rule.
Derivative of 1/x?
x⁻¹ → −x⁻² = −1/x².
How do you differentiate √x?
Write √x = x^(1/2); derivative ½x^(−1/2) = 1/(2√x).
Common sign slip with negative powers?
Forgetting that subtracting 1 makes the power more negative (e.g. −2 → −3).
How do you find the gradient of a curve at x = a?
Differentiate to get f'(x), then substitute x = a to get f'(a).
Which comes first: differentiate or substitute?
Differentiate first, then substitute the value.
How do you find where a curve has gradient m?
Set f'(x) = m and solve for x.
Why might 'find where the gradient is m' have two answers?
If f'(x) is a quadratic, f'(x) = m can have two solutions.
How is a tangent's gradient related to its angle with the x-axis?
Gradient = tan(angle).
Gradient of a tangent making 45° with the x-axis?
tan 45° = 1.
Where does a curve have a horizontal tangent?
Where f'(x) = 0.
Gradient at a point: substitute into f or f'?
Into f'(x) (the derivative), not f(x).
Find x where y = x² has gradient 8?
2x = 8 ⇒ x = 4.
What is the gradient of the tangent at x = a?
f'(a) — the derivative evaluated at a.
What point does the tangent at x = a pass through?
(a, f(a)) — the point of contact on the curve.
What form do you use for a tangent equation?
y − y₁ = m(x − x₁), with m = f'(a) and (x₁, y₁) = (a, f(a)).
Where do you get the y-coordinate of the point of contact?
Substitute x = a into the original f(x), not into f'(x).
What is the gradient of a horizontal tangent?
0.
How do you find horizontal tangents?
Solve f'(x) = 0, then find the y-values.
What form does a horizontal tangent take?
y = a constant (the y-coordinate of the point).
What gradient does a tangent parallel to y = mx + c have?
The same gradient m as the line.
Steps to find a tangent equation?
Differentiate → f'(a) for gradient; f(a) for the point; substitute into y − y₁ = m(x − x₁).
What is the normal to a curve at a point?
The line through the point that is perpendicular to the tangent there.
What is the gradient of the normal?
−1/f'(a) — the negative reciprocal of the tangent's gradient.
How do you get the normal gradient from the tangent gradient?
Flip it and change the sign (negative reciprocal).
What point does the normal pass through?
The same point of contact (a, f(a)) as the tangent.
Tangent gradient 2 → normal gradient?
−1/2.
Tangent gradient −3 → normal gradient?
+1/3.
What is the normal at a stationary point?
A vertical line x = a (since the tangent is horizontal).
Why can't you use −1/f'(a) at a stationary point?
f'(a) = 0, so −1/0 is undefined; geometrically the normal is vertical.
Method to find a normal equation?
Find f'(a), take −1/f'(a), find the point (a, f(a)), then y − y₁ = m(x − x₁).
What is integration?
The reverse of differentiation (antidifferentiation).
State the rule for ∫xⁿ dx.
xⁿ⁺¹/(n+1) + C, for n ≠ −1.
Why must you add + C to an indefinite integral?
Differentiating any constant gives 0, so the original could have had any constant.
How do you integrate a constant like 5?
It becomes 5x (5 = 5x⁰, add 1 to the power).
How do you integrate a polynomial?
Integrate each term with the power rule, then add a single + C.
∫√x dx = ?
∫x^(1/2) dx = (2/3)x^(3/2) + C.
∫1/x² dx = ?
∫x⁻² dx = −1/x + C.
How do you find f(x) from f'(x) and a point?
Integrate f'(x) (with + C), then substitute the point to find C.
Which power can't you integrate with this rule?
n = −1 (∫x⁻¹ dx = ln|x| + C, a special case).
What does a definite integral ∫ₐᵇ f(x) dx represent (f ≥ 0)?
The area between the curve and the x-axis from x = a to x = b.
How do you evaluate a definite integral?
Integrate to get F(x), then compute F(b) − F(a).
Does a definite integral need + C?
No — the constant cancels in F(b) − F(a).
What is F(b) − F(a) in words?
The antiderivative at the top limit minus the antiderivative at the bottom limit.
What happens if you swap the limits?
The sign of the integral flips.
How do you find an unknown limit from a given area?
Set the definite integral equal to the area and solve for the limit.
∫₁³ 2x dx = ?
[x²]₁³ = 9 − 1 = 8.
∫₀² x² dx = ?
[x³/3]₀² = 8/3.
Indefinite vs definite integral?
Indefinite gives a function + C; definite (with limits) gives a number.
What is the derivative of sin x?
cos x.
What is the derivative of cos x?
−sin x (note the minus sign).
What is the derivative of eˣ?
eˣ (unchanged).
What is the derivative of ln x?
1/x.
State the chain rule.
d/dx[f(g(x))] = f'(g(x))·g'(x) — outer derivative times inner derivative.
How do you differentiate (ax + b)ⁿ?
n(ax + b)ⁿ⁻¹ × a (multiply by the inner derivative a).
Derivative of sin(3x)?
3cos(3x).
Derivative of e^(4x)?
4e^(4x).
Derivative of ln(2x + 1)?
2/(2x + 1).
State the product rule.
(uv)' = u'v + uv'.
What is the first step in using the product rule?
Label u and v, then find u' and v'.
In words, what is the product rule?
Differentiate the first times the second, plus the first times the derivative of the second.
Is (uv)' equal to u'v'?
No — that's a common error; it's u'v + uv'.
When does a product also need the chain rule?
When one factor is a composite, like e^(2x) or sin(3x).
Differentiate x·eˣ.
1·eˣ + x·eˣ = eˣ(1 + x).
Differentiate x²·sin x.
2x·sin x + x²·cos x.
Why factorise a product-rule answer?
It is usually neater and reveals common factors (e.g. eˣ or a bracket).
Differentiate x·(x + 4) with the product rule.
1·(x+4) + x·1 = 2x + 4.
State the quotient rule.
(u/v)' = (u'v − uv')/v².
What is the order of terms in the numerator?
u'v first, then minus uv' (derivative of top times bottom, minus top times derivative of bottom).
What is the denominator in the quotient rule?
v² — the bottom function squared.
What is the most common quotient-rule error?
A sign error when subtracting uv' (not distributing the minus).
Differentiate (x + 1)/(x − 2).
(1(x−2) − (x+1)(1))/(x−2)² = −3/(x−2)².
Does the quotient rule add or subtract in the numerator?
Subtract: u'v − uv'.
Derivative of (ln x)/x?
(1 − ln x)/x².
Derivative of 1/(x + 1)?
−1/(x + 1)².
What does a 'show that' quotient question require?
Simplifying your derivative to arrive exactly at the printed expression.
What is the second derivative?
The derivative of the first derivative — differentiate f(x) twice.
How is the second derivative written?
f''(x) or d²y/dx².
What does f''(x) > 0 mean for the curve?
It is concave up (∪).
What does f''(x) < 0 mean for the curve?
It is concave down (∩).
State the second-derivative test.
At a stationary point: f'' > 0 → minimum, f'' < 0 → maximum.
What if f''(x) = 0 at a stationary point?
The test is inconclusive; check the sign of f' on each side instead.
How do you find where a curve is concave up?
Solve f''(x) > 0.
If f(x) = x³ − 4x², what is f''(x)?
f'(x) = 3x² − 8x, so f''(x) = 6x − 8.
What does the second derivative measure?
How the gradient (first derivative) is changing — the curve's bending.
What is a stationary point?
A point where the gradient is zero: f'(x) = 0.
How do you find stationary points?
Differentiate and solve f'(x) = 0.
How do you classify a stationary point with the second derivative?
f''(x) > 0 → minimum, f''(x) < 0 → maximum.
What if f''(x) = 0 at a stationary point?
The test is inconclusive; check the sign of f'(x) on each side.
How do you find the y-coordinate of a stationary point?
Substitute the x-value into the original function f(x).
How many stationary points does a cubic usually have?
Two — a local maximum and a local minimum (or none).
What does the first-derivative (sign) test do?
Checks the sign of f' just before and after: +→− max, −→+ min.
Stationary points of x³ − 6x² + 9x?
x = 1 and x = 3 (from 3(x−1)(x−3) = 0).
Is a stationary point always a max or min?
No — it could be a (stationary) point of inflexion.
What are the steps of an optimisation problem?
Model the quantity → use the constraint to get one variable → differentiate → solve f'(x)=0 → classify → answer.
Why must the quantity be in one variable?
You can only differentiate a function of a single variable.
How do you eliminate the second variable?
Use the given constraint (fixed perimeter, total length, etc.) to substitute.
How do you find the optimal value?
Solve f'(x) = 0.
How do you confirm a maximum?
Show f''(x) < 0 (or that f' changes + to −) at that x.
What form do many cost problems take?
A reciprocal model like T = ax + b/x.
How do you differentiate b/x?
Write it as bx⁻¹; its derivative is −bx⁻² = −b/x².
Why keep only positive solutions?
Lengths, volumes and similar physical quantities can't be negative.
What should the final answer give?
Whatever the question asks — dimensions and/or the maximum/minimum value.
What is a point of inflexion?
A point where the curve changes concavity (concave up ↔ concave down).
What two conditions define a point of inflexion?
f''(x) = 0 AND f'' changes sign through that point.
How do you find a point of inflexion?
Solve f''(x) = 0, confirm f'' changes sign, then find y from f(x).
Is f''(x) = 0 enough for an inflexion?
No — f'' must also change sign; e.g. y = x⁴ at x = 0 is not an inflexion.
How do you confirm the sign change?
Test f'' at a value just below and just above the candidate x.
Where do you get the y-coordinate?
From the original function f(x).
Point of inflexion of y = x³?
(0, 0).
Why is y = x⁴ not inflexion at 0?
f''(x) = 12x² ≥ 0 on both sides — no sign change.
Concavity each side of an inflexion?
Opposite: one side concave up, the other concave down.
How do you get velocity from displacement?
Differentiate: v = ds/dt.
How do you get acceleration from velocity?
Differentiate: a = dv/dt (= d²s/dt²).
How do you get velocity from acceleration?
Integrate: v = ∫a dt (+ C from an initial condition).
How do you get displacement from velocity?
Integrate: s = ∫v dt (+ C).
When is a particle at rest?
When v = 0.
When is the velocity a maximum or minimum?
When a = 0 (the derivative of velocity is zero).
How do you find displacement over an interval?
Displacement = ∫ₐᵇ v dt (the signed integral).
How do you find the total distance travelled?
∫ₐᵇ |v| dt — split at the times where v = 0 and add the magnitudes.
When does a particle change direction?
When v changes sign (passes through 0).
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