CAIE Further Paper 4 2021 June — Question 6 14 marks

Exam BoardCAIE
ModuleFurther Paper 4 (Further Paper 4)
Year2021
SessionJune
Marks14
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicCumulative distribution functions
TypePDF of transformed variable
DifficultyStandard +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.
Spec5.03a Continuous random variables: pdf and cdf5.03e Find cdf: by integration5.03f Relate pdf-cdf: medians and percentiles5.03g Cdf of transformed variables

The continuous random variable \(X\) has probability density function f given by $$f(x) = \begin{cases} \frac{1}{8} & 0 \leq x < 1, \\ \frac{1}{28}(8 - x) & 1 \leq x \leq 8, \\ 0 & \text{otherwise}. \end{cases}$$
  1. Find the cumulative distribution function of \(X\). [3]
  1. Find the value of the constant \(a\) such that P\((X \leq a) = \frac{5}{7}\). [3]
The random variable \(Y\) is given by \(Y = \sqrt[3]{X}\).
  1. Find the probability density function of \(Y\). [5]

Question 6:
AnswerMarks
6Recovery 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
AnswerMarks Guidance
QuestionAnswer Marks

AnswerMarks
6(a)1
x 0x<1,
8
F(x)=
1  1  1
 8x− x2 − 1x8.
 
AnswerMarks
28 2  7M1
A1Integrate 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
AnswerMarks
F(x)= 0 for x < 0 and F(x) = 1 for x > 8.A1
Alternative method for question 6(a)
1
x 0x<1,
8
F(x)=
 1− 1 ( 8−x )2 1x8.
AnswerMarks
 56M1
A1Integrate 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
AnswerMarks
F(x)= 0 for x < 0 and F(x) = 1 for x > 8.A1
3

AnswerMarks
6(b)5 1  1  1 5
F(a) = leading to 8a− a2 − =
AnswerMarks Guidance
7 28 2  7 7*M1 Correct method and attempt to simplify, ft their part (a).
a2 −16a+48=0
[ ]
AnswerMarks Guidance
a=4 a=12DM1 Obtain quadratic and solve.
a = 4A1 Correct single answer, WWW.
3
AnswerMarks Guidance
QuestionAnswer Marks

AnswerMarks
6(c)1
y3 0  y <1,
8
G(y)=
1 ( ) 1
 16y3 − y6 − 1 y 2.
AnswerMarks
56 7M1
A1Substitute x = y3 into both parts of their F(x) from part (a).
Correct functions in terms of y, any equivalent form.
AnswerMarks Guidance
0  y < 1 and 1  y  2seen in CDF or PDFA1 Condone  instead of <.
3
y2 0  y< 1,
8
 3 ( )
g(y)=  8y2 − y5 1  y<2,
28
0 otherwise.
AnswerMarks
M1
A1Differentiate their G(y), all powers of y decrease by 1.
Must include ‘otherwise’.
5
AnswerMarks Guidance
QuestionAnswer Marks
6(c)Alternative method for question 6(c)
1 1 −2
y= x3, dy= x 3dx, dx=3y2dy
AnswerMarks
3M1
0x<1, f ( x ) dx= 1 dx= 3 y2dy
AnswerMarks
8 8M1
( )= 3
g y y2
AnswerMarks
8A1
1x8, f ( x ) dx= 1 ( 8−x ) dx= 1 ( 8−y3 ) 3y2dy
28 28
g ( y )= 3 ( 8y2 −y5 )
AnswerMarks
28A1
0  y < 1 and 1  y  2 seen in CDF or PDFA1
5
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 0x<1,

8
F(x)=

1  1  1
 8x− x2 − 1x8.
 
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 0x<1,

8
F(x)=

 1− 1 ( 8−x )2 1x8.
 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
0x<1, f ( x ) dx= 1 dx= 3 y2dy
8 8 | M1
( )= 3
g y y2
8 | A1
1x8, 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]}}