Back to Topic 4.14 — Continuous random variables (HL only)
4.14.3Math AA HL8 flashcards

Continuous: mean, median, mode, variance

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Card 1 of 84.14.3
4.14.3
Question

What is the mean E(X) of a continuous random variable?

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All 8 Flashcards — Continuous: mean, median, mode, variance

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Card 1formula

Question

What is the mean E(X) of a continuous random variable?

Answer

E(X) = ∫ x·f(x) dx over the support (the continuous version of Σ x·P).

Card 2formula

Question

How do you find the median m of a continuous variable?

Answer

Solve ∫ from the bottom of the support up to m of f(x) dx = 0.5 (half the area to the left).

Card 3concept

Question

How do you find the mode of a continuous variable?

Answer

It's where f is tallest: solve f'(x) = 0 (a maximum), or read the peak off the curve.

Card 4formula

Question

What is the variance of a continuous random variable?

Answer

Var(X) = ∫ x²·f(x) dx − [E(X)]² — mean of the squares minus the square of the mean.

Card 5concept

Question

f(x) = (3/8)x² on [0, 2]. Find E(X).

Answer

E(X) = ∫₀² x·(3/8)x² dx = ∫₀² (3/8)x³ dx = 3/2.

Card 6concept

Question

f(x) = (3/8)x² on [0, 2]. Find the median m.

Answer

∫₀ᵐ (3/8)x² dx = m³/8 = 0.5, so m³ = 4 and m = ∛4 ≈ 1.59.

Card 7concept

Question

If f is monotonic (always increasing) on [a, b], where is the mode?

Answer

At the endpoint where f is largest (e.g. x = b if f is increasing) — there's no interior peak.

Card 8formula

Question

For Y = aX + b, what are E(Y) and Var(Y)?

Answer

E(Y) = a·E(X) + b and Var(Y) = a²·Var(X).

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