OCR H240/02 2021 November — Question 14 11 marks

Exam BoardOCR
ModuleH240/02 (Pure Mathematics and Statistics)
Year2021
SessionNovember
Marks11
PaperDownload PDF ↗
TopicDiscrete Probability Distributions
TypeProbability distribution from formula
DifficultyStandard +0.8 This question progresses from routine probability distribution setup (parts a-b) to challenging multi-step probability calculations. Part (c) requires systematic enumeration of cases where X₁ > X₂ + X₃, and part (d) demands careful consideration of all possible sequences summing to exactly 7 on the 5th observation without hitting 7 earlier—a non-trivial combinatorial problem requiring organized case work and independence calculations.
Spec2.04a Discrete probability distributions2.04b Binomial distribution: as model B(n,p)

14 The probability distribution of a random variable \(X\) is modelled as follows. \(\mathrm { P } ( X = x ) = \begin{cases} \frac { k } { x } & x = 1,2,3,4 , \\ 0 & \text { otherwise, } \end{cases}\) where \(k\) is a constant.
  1. Show that \(k = \frac { 12 } { 25 }\).
  2. Show in a table the values of \(X\) and their probabilities.
  3. The values of three independent observations of \(X\) are denoted by \(X _ { 1 } , X _ { 2 }\) and \(X _ { 3 }\). Find \(\mathrm { P } \left( X _ { 1 } > X _ { 2 } + X _ { 3 } \right)\). In a game, a player notes the values of successive independent observations of \(X\) and keeps a running total. The aim of the game is to reach a total of exactly 7 .
  4. Determine the probability that a total of exactly 7 is first reached on the 5th observation. \section*{OCR} Oxford Cambridge and RSA

Question 14:
Part (a)
AnswerMarks Guidance
AnswerMark Guidance
\(k\left(1 + \frac{1}{2} + \frac{1}{3} + \frac{1}{4}\right) = 1\)M1 Correct equation involving multiple of \(k\)
\(k \times \frac{25}{12} = 1\) or eg \(\frac{25}{3}k = 4\) or \(25k = 12\)
hence \(k = \frac{12}{25}\) AGA1 Must see previous line and answer
or verification: \(\frac{12}{25} + \frac{6}{25} + \frac{4}{25} + \frac{3}{25} = 1\)M1, A1
Part (b)
AnswerMarks Guidance
AnswerMark Guidance
\(x\): 1, 2, 3, 4 with \(P(X=x)\): \(\frac{12}{25},\ \frac{6}{25},\ \frac{4}{25},\ \frac{3}{25}\)B1 Or equivalent exact values
Part (c)
AnswerMarks Guidance
AnswerMark Guidance
\((3,1,1)\ (4,1,1)\ (4,2,1)\ (4,1,2)\)M1 At least three of these seen or implied. No extras or repeats.
\(\frac{4}{25}\times\left(\frac{12}{25}\right)^2 + \frac{3}{25}\times\left(\frac{12}{25}\right)^2 + \frac{3}{25}\times\frac{6}{25}\times\frac{12}{25} + \frac{3}{25}\times\frac{12}{25}\times\frac{6}{25}\)M1 At least two correct terms, no incorrect coefficients; ft their table. Allow in terms of \(k\).
\(= \frac{288}{3125}\) or \(0.09216\)A1 Allow \(0.0922\) (3 sf)
Part (d)
AnswerMarks Guidance
AnswerMark Guidance
\((1,1,1,1,3)\) and \((1,1,1,2,2)\)B1, B1 B1B1 for both sets in any order, without extras. Both soi. B1 for both sets in any order, with extras.
\(\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times 5 + \left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times\ ^5C_2\)M1 \(\left(\frac{12}{25}\right)^4\times\frac{4}{25}\) or \(\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\) seen. Ignore coefficients. ft their table.
A1For either \(\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times 5\) or \(\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times\ ^5C_2\) oe ft their table
Alternative method: \(\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times(4+1)+\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times(^4C_2+4)\)M1 oe
A1For either \(\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times(4+1)\) or \(\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times(^4C_2+4)\) oe
\(= \frac{41472}{390625}\) or \(0.10616832\)A1 Allow \(0.106\) (3 sf)
# Question 14:

## Part (a)
| Answer | Mark | Guidance |
|--------|------|----------|
| $k\left(1 + \frac{1}{2} + \frac{1}{3} + \frac{1}{4}\right) = 1$ | M1 | Correct equation involving multiple of $k$ |
| $k \times \frac{25}{12} = 1$ or eg $\frac{25}{3}k = 4$ or $25k = 12$ | | |
| hence $k = \frac{12}{25}$ **AG** | A1 | Must see previous line and answer |
| or verification: $\frac{12}{25} + \frac{6}{25} + \frac{4}{25} + \frac{3}{25} = 1$ | M1, A1 | |

## Part (b)
| Answer | Mark | Guidance |
|--------|------|----------|
| $x$: 1, 2, 3, 4 with $P(X=x)$: $\frac{12}{25},\ \frac{6}{25},\ \frac{4}{25},\ \frac{3}{25}$ | B1 | Or equivalent exact values |

## Part (c)
| Answer | Mark | Guidance |
|--------|------|----------|
| $(3,1,1)\ (4,1,1)\ (4,2,1)\ (4,1,2)$ | M1 | At least three of these seen or implied. No extras or repeats. |
| $\frac{4}{25}\times\left(\frac{12}{25}\right)^2 + \frac{3}{25}\times\left(\frac{12}{25}\right)^2 + \frac{3}{25}\times\frac{6}{25}\times\frac{12}{25} + \frac{3}{25}\times\frac{12}{25}\times\frac{6}{25}$ | M1 | At least two correct terms, no incorrect coefficients; ft their table. Allow in terms of $k$. |
| $= \frac{288}{3125}$ or $0.09216$ | A1 | Allow $0.0922$ (3 sf) |

## Part (d)
| Answer | Mark | Guidance |
|--------|------|----------|
| $(1,1,1,1,3)$ and $(1,1,1,2,2)$ | B1, B1 | B1B1 for both sets in any order, without extras. Both soi. B1 for both sets in any order, with extras. |
| $\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times 5 + \left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times\ ^5C_2$ | M1 | $\left(\frac{12}{25}\right)^4\times\frac{4}{25}$ or $\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2$ seen. Ignore coefficients. ft their table. |
| | A1 | For either $\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times 5$ or $\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times\ ^5C_2$ oe ft their table |
| **Alternative method:** $\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times(4+1)+\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times(^4C_2+4)$ | M1 | oe |
| | A1 | For either $\left(\frac{12}{25}\right)^4\times\frac{4}{25}\times(4+1)$ or $\left(\frac{12}{25}\right)^3\times\left(\frac{6}{25}\right)^2\times(^4C_2+4)$ oe |
| $= \frac{41472}{390625}$ or $0.10616832$ | A1 | Allow $0.106$ (3 sf) |
14 The probability distribution of a random variable $X$ is modelled as follows.\\
$\mathrm { P } ( X = x ) = \begin{cases} \frac { k } { x } & x = 1,2,3,4 , \\ 0 & \text { otherwise, } \end{cases}$\\
where $k$ is a constant.
\begin{enumerate}[label=(\alph*)]
\item Show that $k = \frac { 12 } { 25 }$.
\item Show in a table the values of $X$ and their probabilities.
\item The values of three independent observations of $X$ are denoted by $X _ { 1 } , X _ { 2 }$ and $X _ { 3 }$.

Find $\mathrm { P } \left( X _ { 1 } > X _ { 2 } + X _ { 3 } \right)$.

In a game, a player notes the values of successive independent observations of $X$ and keeps a running total. The aim of the game is to reach a total of exactly 7 .
\item Determine the probability that a total of exactly 7 is first reached on the 5th observation.

\section*{OCR}
Oxford Cambridge and RSA
\end{enumerate}

\hfill \mbox{\textit{OCR H240/02 2021 Q14 [11]}}