CAIE A-Level Mathematics A2 6.3 Continuous Random Variables Questions

Practise integrating probability density functions to find constants, probabilities, expectations, medians and percentiles.

Syllabus
2028–2030
Course
Mathematics 9709
Level
A2

Exam points

  • set the total area under a density function equal to 1 to determine constants
  • integrate f(x) or xf(x) over the correct support for probabilities and means
  • find a median or percentile by equating the cumulative probability to its target

Question 1

[Maximum number: 10]

A random variable X has probability density function f given by

f(x)={ax−x30⩽x⩽20 otherwise f(x)= \begin{cases}a x-x^{3} & 0 \leqslant x \leqslant \sqrt{2} \\ 0 & \text { otherwise }\end{cases}

where a is a constant.

Question (a)

(a)

Show that a=2.

[ 3 ]

Question (b)

(b)

Find the median of X.

[ 4 ]

Question (c)

(c)

Find the exact value of E(X).

[ 3 ]

Question 2

[Maximum number: 10]

The probability density function, f, of a random variable X is given by

f(x)={k(1+cos⁡x)0⩽x⩽π0 otherwise f(x)= \begin{cases}k(1+\cos x) & 0 \leqslant x \leqslant \pi \\ 0 & \text { otherwise }\end{cases}

where k is a constant.

Question (a)

(a)

Show that k=1πk=\frac{1}{\pi}.

[ 3 ]

Question (b)

(b)

Verify that the median of X lies between 0.83 and 0.84 .

[ 3 ]

Question (c)

(c)

Find the exact value of E(X).

[ 4 ]

Question 3

[Maximum number: 8]
Figure for Question 3 — CAIE A-Level Mathematics A2

The diagram shows the graph of the probability density function, f, of a random variable X. The graph is a quarter circle entirely in the first quadrant with centre (0,0) and radius a, where a is a positive constant. Elsewhere f(x)=0.

Question (a)

(a)

Show that a=2πa=\frac{2}{\sqrt{\pi}}.

[ 2 ]

Question (b)

(b)

Show that f(x)=4π−x2\mathrm{f}(x)=\sqrt{\frac{4}{\pi}-x^{2}}.

[ 2 ]

Question (c)

(c)

Show that E(X)=83π3\mathrm{E}(X)=\frac{8}{3 \sqrt{\pi^{3}}}.

[ 4 ]

Question 4

[Maximum number: 3]

A random variable X has probability density function f given by

f(x)={ax−x30⩽x⩽20 otherwise f(x)= \begin{cases}a x-x^{3} & 0 \leqslant x \leqslant \sqrt{2} \\ 0 & \text { otherwise }\end{cases}

where a is a constant.

Show that a=2.

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