OCR MEI Further Statistics Minor 2021 November — Question 1 7 marks

Exam BoardOCR MEI
ModuleFurther Statistics Minor (Further Statistics Minor)
Year2021
SessionNovember
Marks7
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicDiscrete Probability Distributions
TypeSimple algebraic expression for P(X=x)
DifficultyModerate -0.8 This is a routine Further Statistics question testing standard probability distribution properties: verifying probabilities sum to 1, calculating E(X) and Var(X) using formulas, and applying linear transformations. All steps are mechanical applications of well-known formulas with straightforward arithmetic. While it's Further Maths content, it requires no problem-solving or insight beyond textbook procedures.
Spec5.02a Discrete probability distributions: general5.02b Expectation and variance: discrete random variables5.02c Linear coding: effects on mean and variance

1 The probability distribution of a discrete random variable \(X\) is given by the formula \(\mathrm { P } ( \mathrm { X } = \mathrm { r } ) = \mathrm { k } \left( ( \mathrm { r } - 1 ) ^ { 2 } + 1 \right)\) for \(r = 1,2,3,4,5\).
  1. Show that \(k = \frac { 1 } { 35 }\). The distribution of \(X\) is shown in the table.
    \(r\)12345
    \(\mathrm { P } ( \mathrm { X } = \mathrm { r } )\)\(\frac { 1 } { 35 }\)\(\frac { 2 } { 35 }\)\(\frac { 1 } { 7 }\)\(\frac { 2 } { 7 }\)\(\frac { 17 } { 35 }\)
  2. Comment briefly on the shape of the distribution.
  3. Find each of the following.
    The random variable \(Y\) is given by \(Y = 5 X - 10\).
  4. Find each of the following.

Question 1:
AnswerMarks Guidance
1(a) k + 2k + 5k + 10k + 17k = 1
35k = 1 so k = 1
AnswerMarks
35M1
A1
AnswerMarks Guidance
[2]2.4
1.1AG
1(b) The distribution has (strong) negative skew
[1]1.1
1(c) 1 29
𝐸𝐸(𝑋𝑋) =4 = =4.143…
7 7
23 268
AnswerMarks
𝑉𝑉𝑉𝑉𝑉𝑉(𝑋𝑋) =1 = =1.094…B1
B1
AnswerMarks
[2]1.1a
1.1BC Accept any equivalent form.
BC Accept any equivalent form.Decimal answers
should agree to at least
2 significant figures.
AnswerMarks Guidance
1(d) 245 245
5 75
𝐸𝐸(π‘Œπ‘Œ) =10 = =10.714
7 7
17 1340
AnswerMarks
𝑉𝑉𝑉𝑉𝑉𝑉(π‘Œπ‘Œ)=27 = =27.347B1FT
B1FT
AnswerMarks
[2]1.1
1.1BC Accept any equivalent form.
FT their E(X) from (c)
BC Accept any equivalent form.
AnswerMarks
FT their Var(X) from (c)Decimal answers
should agree to at least
2 significant figures.
Question 1:
1 | (a) | k + 2k + 5k + 10k + 17k = 1
35k = 1 so k = 1
35 | M1
A1
[2] | 2.4
1.1 | AG
1 | (b) | The distribution has (strong) negative skew | B1
[1] | 1.1
1 | (c) | 1 29
𝐸𝐸(𝑋𝑋) =4 = =4.143…
7 7
23 268
𝑉𝑉𝑉𝑉𝑉𝑉(𝑋𝑋) =1 = =1.094… | B1
B1
[2] | 1.1a
1.1 | BC Accept any equivalent form.
BC Accept any equivalent form. | Decimal answers
should agree to at least
2 significant figures.
1 | (d) | 245 245
5 75
𝐸𝐸(π‘Œπ‘Œ) =10 = =10.714
7 7
17 1340
𝑉𝑉𝑉𝑉𝑉𝑉(π‘Œπ‘Œ)=27 = =27.347 | B1FT
B1FT
[2] | 1.1
1.1 | BC Accept any equivalent form.
FT their E(X) from (c)
BC Accept any equivalent form.
FT their Var(X) from (c) | Decimal answers
should agree to at least
2 significant figures.
1 The probability distribution of a discrete random variable $X$ is given by the formula $\mathrm { P } ( \mathrm { X } = \mathrm { r } ) = \mathrm { k } \left( ( \mathrm { r } - 1 ) ^ { 2 } + 1 \right)$ for $r = 1,2,3,4,5$.
\begin{enumerate}[label=(\alph*)]
\item Show that $k = \frac { 1 } { 35 }$.

The distribution of $X$ is shown in the table.

\begin{center}
\begin{tabular}{ | c | c | c | c | c | c | }
\hline
$r$ & 1 & 2 & 3 & 4 & 5 \\
\hline
$\mathrm { P } ( \mathrm { X } = \mathrm { r } )$ & $\frac { 1 } { 35 }$ & $\frac { 2 } { 35 }$ & $\frac { 1 } { 7 }$ & $\frac { 2 } { 7 }$ & $\frac { 17 } { 35 }$ \\
\hline
\end{tabular}
\end{center}
\item Comment briefly on the shape of the distribution.
\item Find each of the following.

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

The random variable $Y$ is given by $Y = 5 X - 10$.
\item Find each of the following.

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

\hfill \mbox{\textit{OCR MEI Further Statistics Minor 2021 Q1 [7]}}