| Exam Board | CAIE |
|---|---|
| Module | Further Paper 4 (Further Paper 4) |
| Year | 2021 |
| Session | June |
| Marks | 14 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | Cumulative distribution functions |
| Type | PDF of transformed variable |
| Difficulty | Standard +0.8 This is a multi-part Further Maths statistics question requiring integration to find the CDF (routine), solving an equation involving the CDF (standard), and applying the transformation technique for continuous random variables (more demanding). The piecewise nature adds computational complexity, and part (c) requires careful application of the Jacobian method for Y = X^(1/3), which is non-trivial but a standard Further Maths technique. Overall, moderately challenging for Further Maths level. |
| Spec | 5.03a Continuous random variables: pdf and cdf5.03e Find cdf: by integration5.03f Relate pdf-cdf: medians and percentiles5.03g Cdf of transformed variables |
| Answer | Marks |
|---|---|
| 6 | Recovery within working is allowed, e.g. a notation error in the working where the following line of working makes the candidate’s intent clear. |
| Answer | Marks | Guidance |
|---|---|---|
| Question | Answer | Marks |
| Answer | Marks |
|---|---|
| 6(a) | 1 |
| Answer | Marks |
|---|---|
| 28 2 7 | M1 |
| A1 | Integrate both parts (all powers of x increase by 1), allow M1 if |
| Answer | Marks |
|---|---|
| F(x)= 0 for x < 0 and F(x) = 1 for x > 8. | A1 |
| Answer | Marks |
|---|---|
| 56 | M1 |
| A1 | Integrate both parts (all powers of x increase by 1), allow M1 if |
| Answer | Marks |
|---|---|
| F(x)= 0 for x < 0 and F(x) = 1 for x > 8. | A1 |
| Answer | Marks |
|---|---|
| 6(b) | 5 1 1 1 5 |
| Answer | Marks | Guidance |
|---|---|---|
| 7 28 2 7 7 | *M1 | Correct method and attempt to simplify, ft their part (a). |
| Answer | Marks | Guidance |
|---|---|---|
| a=4 a=12 | DM1 | Obtain quadratic and solve. |
| a = 4 | A1 | Correct single answer, WWW. |
| Answer | Marks | Guidance |
|---|---|---|
| Question | Answer | Marks |
| Answer | Marks |
|---|---|
| 6(c) | 1 |
| Answer | Marks |
|---|---|
| 56 7 | M1 |
| A1 | Substitute x = y3 into both parts of their F(x) from part (a). |
| Answer | Marks | Guidance |
|---|---|---|
| 0 y < 1 and 1 y 2seen in CDF or PDF | A1 | Condone instead of <. |
| Answer | Marks |
|---|---|
| | M1 |
| A1 | Differentiate their G(y), all powers of y decrease by 1. |
| Answer | Marks | Guidance |
|---|---|---|
| Question | Answer | Marks |
| 6(c) | Alternative method for question 6(c) |
| Answer | Marks |
|---|---|
| 3 | M1 |
| Answer | Marks |
|---|---|
| 8 8 | M1 |
| Answer | Marks |
|---|---|
| 8 | A1 |
| Answer | Marks |
|---|---|
| 28 | A1 |
| 0 y < 1 and 1 y 2 seen in CDF or PDF | A1 |
Question 6:
6 | Recovery within working is allowed, e.g. a notation error in the working where the following line of working makes the candidate’s intent clear.
PMT
9231/43 Cambridge International AS & A Level – Mark Scheme May/June 2021
PUBLISHED
Abbreviations
AEF/OE Any Equivalent Form (of answer is equally acceptable) / Or Equivalent
AG Answer Given on the question paper (so extra checking is needed to ensure that the detailed working leading to the result is valid)
CAO Correct Answer Only (emphasising that no ‘follow through’ from a previous error is allowed)
CWO Correct Working Only
ISW Ignore Subsequent Working
SOI Seen Or Implied
SC Special Case (detailing the mark to be given for a specific wrong solution, or a case where some standard marking practice is to be varied in the
light of a particular circumstance)
WWW Without Wrong Working
AWRT Answer Which Rounds To
© UCLES 2021 Page 5 of 13
Question | Answer | Marks | Guidance
--- 6(a) ---
6(a) | 1
x 0x<1,
8
F(x)=
1 1 1
8x− x2 − 1x8.
28 2 7 | M1
A1 | Integrate both parts (all powers of x increase by 1), allow M1 if
no constant term.
Both parts correct, with domains.
2 1 1
Any equivalent form, for example: x− x2 − .
7 56 7
F(x)= 0 for x < 0 and F(x) = 1 for x > 8. | A1
Alternative method for question 6(a)
1
x 0x<1,
8
F(x)=
1− 1 ( 8−x )2 1x8.
56 | M1
A1 | Integrate both parts (all powers of x increase by 1), allow M1 if
no constant term.
Both parts correct, with domains.
1 ( )
Any equivalent form, for example: 16x−x2 −8 .
56
F(x)= 0 for x < 0 and F(x) = 1 for x > 8. | A1
3
--- 6(b) ---
6(b) | 5 1 1 1 5
F(a) = leading to 8a− a2 − =
7 28 2 7 7 | *M1 | Correct method and attempt to simplify, ft their part (a).
a2 −16a+48=0
[ ]
a=4 a=12 | DM1 | Obtain quadratic and solve.
a = 4 | A1 | Correct single answer, WWW.
3
Question | Answer | Marks | Guidance
--- 6(c) ---
6(c) | 1
y3 0 y <1,
8
G(y)=
1 ( ) 1
16y3 − y6 − 1 y 2.
56 7 | M1
A1 | Substitute x = y3 into both parts of their F(x) from part (a).
Correct functions in terms of y, any equivalent form.
0 y < 1 and 1 y 2seen in CDF or PDF | A1 | Condone instead of <.
3
y2 0 y< 1,
8
3 ( )
g(y)= 8y2 − y5 1 y<2,
28
0 otherwise.
| M1
A1 | Differentiate their G(y), all powers of y decrease by 1.
Must include ‘otherwise’.
5
Question | Answer | Marks | Guidance
6(c) | Alternative method for question 6(c)
1 1 −2
y= x3, dy= x 3dx, dx=3y2dy
3 | M1
0x<1, f ( x ) dx= 1 dx= 3 y2dy
8 8 | M1
( )= 3
g y y2
8 | A1
1x8, f ( x ) dx= 1 ( 8−x ) dx= 1 ( 8−y3 ) 3y2dy
28 28
g ( y )= 3 ( 8y2 −y5 )
28 | A1
0 y < 1 and 1 y 2 seen in CDF or PDF | A1
5
The continuous random variable $X$ has probability density function f given by
$$f(x) = \begin{cases}
\frac{1}{8} & 0 \leq x < 1, \\
\frac{1}{28}(8 - x) & 1 \leq x \leq 8, \\
0 & \text{otherwise}.
\end{cases}$$
\begin{enumerate}[label=(\alph*)]
\item Find the cumulative distribution function of $X$. [3]
\end{enumerate}
\begin{enumerate}[label=(\alph*)]
\setcounter{enumi}{1}
\item Find the value of the constant $a$ such that P$(X \leq a) = \frac{5}{7}$. [3]
\end{enumerate}
The random variable $Y$ is given by $Y = \sqrt[3]{X}$.
\begin{enumerate}[label=(\alph*)]
\setcounter{enumi}{2}
\item Find the probability density function of $Y$. [5]
\end{enumerate}
\hfill \mbox{\textit{CAIE Further Paper 4 2021 Q6 [14]}}