OCR MEI Further Statistics Major 2019 June — Question 1 11 marks

Exam BoardOCR MEI
ModuleFurther Statistics Major (Further Statistics Major)
Year2019
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Probability Distributions
TypeSimple algebraic expression for P(X=x)
DifficultyModerate -0.3 This is a straightforward probability distribution question requiring routine calculations: substituting values into a given formula, using the sum-to-1 property to find k, calculating E(X) and Var(X) using standard formulas. While it involves multiple parts and some arithmetic, all techniques are standard textbook exercises with no problem-solving insight required. The formula is provided rather than derived, making this slightly easier than average.
Spec5.02a Discrete probability distributions: general5.02b Expectation and variance: discrete random variables5.02c Linear coding: effects on mean and variance

1 A fair six-sided dice is rolled three times.
The random variable \(X\) represents the lowest of the three scores.
The probability distribution of \(X\) is given by the formula \(\mathrm { P } ( X = r ) = k \left( 127 - 39 r + 3 r ^ { 2 } \right)\) for \(r = 1,2,3,4,5,6\).
  1. Complete the copy of the table in the Printed Answer Booklet.
    \(r\)123456
    \(\mathrm { P } ( X = r )\)\(91 k\)\(61 k\)\(37 k\)
  2. Show that \(k = \frac { 1 } { 216 }\).
  3. Draw a graph to illustrate the distribution.
  4. Comment briefly on the shape of the distribution.
  5. In this question you must show detailed reasoning. Find each of the following.

Question 1:
AnswerMarks Guidance
1(a) r
[1]
AnswerMarks Guidance
P(X = r)91k 61k
1(b) 91k + 61k + 37k + 19k + 7k + k = 1
216k = 1
So k  1
AnswerMarks
216M1
A1
AnswerMarks
[2]For equation
AGZero if only write
216k = 1 so
k  1
216
AnswerMarks Guidance
1(c) 0.50
0.40
)r
0.30 =X(P
0.20
0.10
0.00
1 2 3 4 5 6
AnswerMarks
rB1
B1
AnswerMarks
[2]For heights by eye
For axes (including scales) and labels
Should be a probability scale rather 91,
61 etc so 91k is ok
AnswerMarks Guidance
1(d) The distribution has (strong) positive skew
[1]Allow ‘The distribution is J-shaped’
Do not allow ‘Decreasing distribution’
AnswerMarks Guidance
1(e) DR
E(X)1 91 2 61 3 37 4 19 5 7 6
216 216 216 216 216 2
= 49 = 2.0417
24
E(X2)12 91 22 61 32 37 42 19
216 216 216 216
52 7 62 1 1183 5.4769
216 216 216
Var(X) = 5.4769 – (2.0417)2
= 1.308 or 2261
AnswerMarks
17281 M1
16
A1
M1*
*DM1
A1
AnswerMarks
[5]FT their probabilities for all M marks
(provided they sum to 1)
Allow fraction or decimal form
Dep on valid attempt at E(X2) – at least
four correct terms but could be ito k
Question 1:
1 | (a) | r | 1 | 2 | 3 | 4 | 5 | 6 | B1
[1]
P(X = r) | 91k | 61k | 37k | 19k | 7k | k
1 | (b) | 91k + 61k + 37k + 19k + 7k + k = 1
216k = 1
So k  1
216 | M1
A1
[2] | For equation
AG | Zero if only write
216k = 1 so
k  1
216
1 | (c) | 0.50
0.40
)r
0.30 =X(P
0.20
0.10
0.00
1 2 3 4 5 6
r | B1
B1
[2] | For heights by eye
For axes (including scales) and labels
Should be a probability scale rather 91,
61 etc so 91k is ok
1 | (d) | The distribution has (strong) positive skew | B1
[1] | Allow ‘The distribution is J-shaped’
Do not allow ‘Decreasing distribution’
1 | (e) | DR
E(X)1 91 2 61 3 37 4 19 5 7 6
216 216 216 216 216 2
= 49 = 2.0417
24
E(X2)12 91 22 61 32 37 42 19
216 216 216 216
52 7 62 1 1183 5.4769
216 216 216
Var(X) = 5.4769 – (2.0417)2
= 1.308 or 2261
1728 | 1 M1
16
A1
M1*
*DM1
A1
[5] | FT their probabilities for all M marks
(provided they sum to 1)
Allow fraction or decimal form
Dep on valid attempt at E(X2) – at least
four correct terms but could be ito k
1 A fair six-sided dice is rolled three times.\\
The random variable $X$ represents the lowest of the three scores.\\
The probability distribution of $X$ is given by the formula\\
$\mathrm { P } ( X = r ) = k \left( 127 - 39 r + 3 r ^ { 2 } \right)$ for $r = 1,2,3,4,5,6$.
\begin{enumerate}[label=(\alph*)]
\item Complete the copy of the table in the Printed Answer Booklet.

\begin{center}
\begin{tabular}{ | c | c | c | c | c | c | c | }
\hline
$r$ & 1 & 2 & 3 & 4 & 5 & 6 \\
\hline
$\mathrm { P } ( X = r )$ & $91 k$ & $61 k$ & $37 k$ &  &  &  \\
\hline
\end{tabular}
\end{center}
\item Show that $k = \frac { 1 } { 216 }$.
\item Draw a graph to illustrate the distribution.
\item Comment briefly on the shape of the distribution.
\item In this question you must show detailed reasoning.

Find each of the following.

\begin{itemize}
  \item $\mathrm { E } ( X )$
  \item $\operatorname { Var } ( X )$
\end{itemize}
\end{enumerate}

\hfill \mbox{\textit{OCR MEI Further Statistics Major 2019 Q1 [11]}}