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
Practise integrating probability density functions to find constants, probabilities, expectations, medians and percentiles.
A random variable X has probability density function f given by
where a is a constant.
Show that a=2.
∫02(ax−x3)dx=1[a2x2−4x4]02=1a−44=1a=2
Find the median of X.
∫0m(2x−x3)dx=21m2−4m4=21m4−4m2+2=0⇒m2=24±16−8[=2±2]m=2−2 or 0.765 (3 sf)
Find the exact value of E(X).
∫02(2x2−x4)dx[32x3−5x5]02[=342−542]=1582
The probability density function, f, of a random variable X is given by
where k is a constant.
Show that k=π1.
k∫0π(1+cosx)dx=1
Attempt integrate f(x) with correct limits and equate to 1.
k[x+sinx]0π=1
Correct integration.
[e.g. k(π+sinπ−(0+0))=1 ], kπ=1,k=π1
AG
Some evidence of substitution of limits, i.e. at least one interim step (e.g. kπ=1 ) as minimum requirement.
Convincingly obtained;
no errors seen.
Verify that the median of X lies between 0.83 and 0.84 .
Complete correct answer:
Using h(m)=m+sin(m), h(0.83)=1.57 and h(0.84)=1.58 (or 1.59), while pi/2 lies between these values. Hence 0.83 < median < 0.84. Equivalently, g(m)=m+sin(m)-pi/2 gives g(0.83)=-0.00286... and g(0.84)=0.0138..., so the median lies between 0.83 and 0.84.
Marking guidance:
M1 for substituting 0.83 and 0.84 into a valid integral or into g(m)=m+sin(m)-pi/2 or h(m)=m+sin(m). A1 for both correct values, e.g. h(0.83)=1.57 and h(0.84)=1.58/1.59, or g(0.83)=-0.00286/7 and g(0.84)=0.0138/9. A1FT for concluding that 0.83 < median < 0.84.
Find the exact value of E(X).
π1∫0π(x+xcosx)dx
M1*
Attempt integrate x f(x). Ignore limits.
=π1([2x2]0π+[xsinx]0π−∫0π(sinx dx))
OE Attempt to integrate (using 'parts') with correct limits, reaching an expression of the form ax2+uv−∫v du.
OR using parts to integrate x(1+cosx) reaching an expression of the form uv−∫v du i.e. π1(x2+xsinx−∫(x+sinx)dx))=π1(2x2+xsinx+cosx)
or e.g. 2π+π1(0−[−cosx]0π)
or e.g. 2π+π1((−1−1))
Integration fully correct.
=2π−π2
OE
ISW after correct exact value seen.
SC1: Unsupported answer of 2π−π2 scores B3.
SC2: Unsupported answer of 0.934 scores B2.
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.
Show that a=π2.
1/4 a^2=1
OE
Attempt to set area =1.
a=2
AG
Correct equation and correctly rearranged to a=
No errors seen.
Show that f(x)=π4−x2.
x^2+y^2=(2)^2
Or x^2+y^2=a^2.
[y^2=4/-x^2]
Must see at least one intermediate step
f(x)=4/-x^2
AG
Convincingly rearranged to reach given answer.
No errors seen.
Show that E(X)=3π38.
_0^2 x 4/-x^2 d x
Correct expression for E(X)= x f(x) d x with correct limits (accept
limits 0 and a ).
-13[(4/-x^2)^3/2]_0^2}
Integrate x f(x) with any limits or none.
Must reach expression of form: any constant × (4/-x^2)^3/2.
Wholly correct integration and limits.
83 ^3
AG
Correctly obtained with no errors seen.
A random variable X has probability density function f given by
where a is a constant.
Show that a=2.
∫02(ax−x3)dx=1[a2x2−4x4]02=1a−44=1a=2