Edexcel S2 2015 June — Question 6 11 marks

Exam BoardEdexcel
ModuleS2 (Statistics 2)
Year2015
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicContinuous Probability Distributions and Random Variables
TypeVariance of transformed variable
DifficultyModerate -0.3 This is a standard S2 probability density function question requiring routine integration and application of formulas. Parts (a)-(c) involve straightforward integration of polynomial functions using the pdf properties and expectation definitions. Part (d) applies the standard variance scaling property Var(aX) = a²Var(X). While multi-part with 11 marks total, each step follows textbook procedures with no novel insight required, making it slightly easier than average.
Spec5.03a Continuous random variables: pdf and cdf5.03b Solve problems: using pdf5.03c Calculate mean/variance: by integration5.04a Linear combinations: E(aX+bY), Var(aX+bY)

A continuous random variable \(X\) has probability density function f(\(x\)) where $$f(x) = \begin{cases} kx^n & 0 \leq x \leq 1 \\ 0 & \text{otherwise} \end{cases}$$ where \(k\) and \(n\) are positive integers.
  1. Find \(k\) in terms of \(n\). [3]
  2. Find E(\(X\)) in terms of \(n\). [3]
  3. Find E(\(X^2\)) in terms of \(n\). [2]
Given that \(n = 2\)
  1. find Var(3\(X\)). [3]

Question 6:

AnswerMarks
6(a)1
kxn1
1
 
n1
AnswerMarks
0M1: attempting to integrate
xn xn1
and putting equal to 1,
ignore limits
AnswerMarks
A1: correct integrationM1A1
k = n + 1n1
A1: k = n + 1 Do not accept
AnswerMarks
1n1A1
(b)1
kxn2
1
 kxn1dx
 
0 n2
AnswerMarks
01
M1: Writing or using  kxn1dx,
0
ignore limits. Allow  1 kxxn dx
0
Allow substitution of their k
kxn2
A1: correct integration
AnswerMarks
n2M1A1
n1
=
AnswerMarks
n2A1: correct answer only- must be in
terms or nA1cao
(c)kxn3
1
 kxn2dx
 
AnswerMarks
0 n3M1: Attempting to integrate
 1 kxn2dx, xn2 xn3 , ignore
0
limits. Do not allow substitution of k
if it has x in it. This must be on its
AnswerMarks
own with no extra bits added on.M1
A1cao
n1
=
AnswerMarks
n3A1: correct answer only
k
SC if they have as answer to
n2
k
part(b) award A1 for
n3
AnswerMarks
(d)2
3 3 3
Var (X) =    =
AnswerMarks
5 4 80M1: using
“their(c)”- [“their(b)”]2 with n = 2 or
correct Var(X)
2
Using  1 kx4dx   1 kx3dx  for
 
0 0
AnswerMarks
Var(X)M1
Var (3X) = 9 Var (X)M1: for writing or using 9 Var (X) or
32Var(X)M1
A1cso
27
= oe or 0.3375 or 0.338
AnswerMarks
80A1: cso
NB: If there is a fully correct table award full marks.
AnswerMarks
P(10) = 0.2, P(20) = 0.4 and P(50) = 0.4B1: using P(10) = 0.2 (p) P(20) =
0.4(q) and P(50) = 0.4(r) may be seen
in calculations or implied by
AnswerMarks
a correct probability.B1
Median 10, 20, 50B1: three correct medians and no
extras.B1
P(Median 10) =
0.23 +30.220.4+30.220.4
or
AnswerMarks
0.23 +30.220.8M1: allow if (pqr)=1 and use
p3+3p2q+3p2r
or
p3+3p2(qr)
1 6 6
look for  
AnswerMarks
125 125 125See
below
for how
to award
P(Median 50) =
0.43 30.420.2+30.420.4
+
or
AnswerMarks
0.43 +30.420.6M1: allow if (pqr)=1 and use
r3+3r2 p+3r2q
or
r3+3r2(pq)
8 12 24
Look for  
125 125 125
P(Median 20) =
30.20.42 +60.20.40.4+0.43
+
AnswerMarks
30.420.4M1: allow if (pqr)=1 and use
3pq2+6pqr+q3+
3q2r
12 24 8 24
  
125 125 125 125
How to award the M marks – Allow the use of 1, 2 and 5 for the medians for the
method marks
M1 any correct calculation (implied by correct answer) for P(m = 10) or
P(m = 20) or P(m = 50)
M1 any 2 correct calculations (implied by 2 correct answers) P(m = 10) or
P(m = 20) or P(m = 50)
M1 any 3 correct calculations (implied by 3 correct answers) for P(m = 10) and P(m =
20) and P(m = 50) or
3 probabilities that add up to 1 providing it is 1 – their 2 other calculated
1 2 2
probabilities. Do not allow
5 5 5
NB if they do not have a correct answer their working must be clear including the
addition signs.
median 10 20 50
0.104 0.544 0.352
13 68 44
Or Or Or
AnswerMarks
125 125 125A1: awrt any 1 correct
A2: awrt all 3 correct
These do not need to be in a table as
long as the correct probablity is with
the correct median(10, 20 & 50)
NB: Do Not allow the use of 1,2 and
AnswerMarks Guidance
5 for the medians for the A marksA2
median10 20
0.1040.544 0.352
13
Or
AnswerMarks
12568
Or
AnswerMarks
12544
Or
125
PMT
PhysicsAndMathsTutor.com
Pearson Education Limited. Registered company number 872828
with its registered office at 80 Strand, London, WC2R 0RL, United Kingdom
Question 6:
--- 6(a) ---
6(a) | 1
kxn1
1
 
n1
0 | M1: attempting to integrate
xn xn1
and putting equal to 1,
ignore limits
A1: correct integration | M1A1
k = n + 1 | n1
A1: k = n + 1 Do not accept
1n1 | A1
(b) | 1
kxn2
1
 kxn1dx
 
0 n2
0 | 1
M1: Writing or using  kxn1dx,
0
ignore limits. Allow  1 kxxn dx
0
Allow substitution of their k
kxn2
A1: correct integration
n2 | M1A1
n1
=
n2 | A1: correct answer only- must be in
terms or n | A1cao
(c) | kxn3
1
 kxn2dx
 
0 n3 | M1: Attempting to integrate
 1 kxn2dx, xn2 xn3 , ignore
0
limits. Do not allow substitution of k
if it has x in it. This must be on its
own with no extra bits added on. | M1
A1cao
n1
=
n3 | A1: correct answer only
k
SC if they have as answer to
n2
k
part(b) award A1 for
n3
(d) | 2
3 3 3
Var (X) =    =
5 4 80 | M1: using
“their(c)”- [“their(b)”]2 with n = 2 or
correct Var(X)
2
Using  1 kx4dx   1 kx3dx  for
 
0 0
Var(X) | M1
Var (3X) = 9 Var (X) | M1: for writing or using 9 Var (X) or
32Var(X) | M1
A1cso
27
= oe or 0.3375 or 0.338
80 | A1: cso
NB: If there is a fully correct table award full marks.
P(10) = 0.2, P(20) = 0.4 and P(50) = 0.4 | B1: using P(10) = 0.2 (p) P(20) =
0.4(q) and P(50) = 0.4(r) may be seen
in calculations or implied by
a correct probability. | B1
Median 10, 20, 50 | B1: three correct medians and no
extras. | B1
P(Median 10) =
0.23 +30.220.4+30.220.4
or
0.23 +30.220.8 | M1: allow if (pqr)=1 and use
p3+3p2q+3p2r
or
p3+3p2(qr)
1 6 6
look for  
125 125 125 | See
below
for how
to award
P(Median 50) =
0.43 30.420.2+30.420.4
+
or
0.43 +30.420.6 | M1: allow if (pqr)=1 and use
r3+3r2 p+3r2q
or
r3+3r2(pq)
8 12 24
Look for  
125 125 125
P(Median 20) =
30.20.42 +60.20.40.4+0.43
+
30.420.4 | M1: allow if (pqr)=1 and use
3pq2+6pqr+q3+
3q2r
12 24 8 24
  
125 125 125 125
How to award the M marks – Allow the use of 1, 2 and 5 for the medians for the
method marks
M1 any correct calculation (implied by correct answer) for P(m = 10) or
P(m = 20) or P(m = 50)
M1 any 2 correct calculations (implied by 2 correct answers) P(m = 10) or
P(m = 20) or P(m = 50)
M1 any 3 correct calculations (implied by 3 correct answers) for P(m = 10) and P(m =
20) and P(m = 50) or
3 probabilities that add up to 1 providing it is 1 – their 2 other calculated
1 2 2
probabilities. Do not allow
5 5 5
NB if they do not have a correct answer their working must be clear including the
addition signs.
median 10 20 50
0.104 0.544 0.352
13 68 44
Or Or Or
125 125 125 | A1: awrt any 1 correct
A2: awrt all 3 correct
These do not need to be in a table as
long as the correct probablity is with
the correct median(10, 20 & 50)
NB: Do Not allow the use of 1,2 and
5 for the medians for the A marks | A2
median | 10 | 20 | 50
0.104 | 0.544 | 0.352
13
Or
125 | 68
Or
125 | 44
Or
125
PMT
PhysicsAndMathsTutor.com
Pearson Education Limited. Registered company number 872828
with its registered office at 80 Strand, London, WC2R 0RL, United Kingdom
A continuous random variable $X$ has probability density function f($x$) where

$$f(x) = \begin{cases}
kx^n & 0 \leq x \leq 1 \\
0 & \text{otherwise}
\end{cases}$$

where $k$ and $n$ are positive integers.

\begin{enumerate}[label=(\alph*)]
\item Find $k$ in terms of $n$. [3]

\item Find E($X$) in terms of $n$. [3]

\item Find E($X^2$) in terms of $n$. [2]
\end{enumerate}

Given that $n = 2$

\begin{enumerate}[label=(\alph*)]
\setcounter{enumi}{3}
\item find Var(3$X$). [3]
\end{enumerate}

\hfill \mbox{\textit{Edexcel S2 2015 Q6 [11]}}