Edexcel FS1 2024 June — Question 7 18 marks

Exam BoardEdexcel
ModuleFS1 (Further Statistics 1)
Year2024
SessionJune
Marks18
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicBinomial Distribution
TypeCombined probability with other distributions
DifficultyChallenging +1.2 This is a multi-part question combining binomial and negative binomial distributions with expected value calculations. Parts (a)-(b) are standard applications requiring cumulative probability and negative binomial formula. Part (c) requires deriving an expectation formula involving E(X) and E(X²) for binomial distribution. Parts (d)-(e) extend this to more complex probability and optimization scenarios. While lengthy and requiring careful algebraic manipulation, the techniques are all within the FS1 syllabus and follow predictable patterns once the distributions are identified.
Spec5.02b Expectation and variance: discrete random variables5.02f Geometric distribution: conditions5.02g Geometric probabilities: P(X=r) = p(1-p)^(r-1)

  1. The probability of winning a prize when playing a single game of Pento is \(\frac { 1 } { 5 }\)
When more than one game is played the games are independent.
Sam plays 20 games.
  1. Find the probability that Sam wins 4 or more prizes. Tessa plays a series of games.
  2. Find the probability that Tessa wins her 4th prize on her 20th game. Rama invites Sam and Tessa to play some new games of Pento. They must pay Rama \(\pounds 1\) for each game they play but Rama will pay them \(\pounds 2\) for the first time they win a prize, \(\pounds 4\) for the second time and \(\pounds ( 2 w )\) when they win their \(w\) th prize ( \(w > 2\) ) Sam decides to play \(n\) games of Pento with Rama.
  3. Show that Sam's expected profit is \(\pounds \frac { 1 } { 25 } \left( n ^ { 2 } - 16 n \right)\) Given that Sam chose \(n = 15\)
  4. find the probability that Sam does not make a loss. Tessa agrees to play Pento with Rama. She will play games until she wins \(r\) prizes and then she will stop.
  5. Find, in terms of \(r\), Tessa's expected profit.

AnswerMarks Guidance
(a)\([X = \text{no. of prizes Sam wins}] \quad X \sim B(20, 0.2)\) M1
\(P(X \geq 4) = 1 - P(X \leq 3) = 0.58855\ldots\) awrt \(\mathbf{0.589}\)A1 1.1b
(b)\([Y = \text{no. of game when Tessa wins her 4}^{\text{th}} \text{ prize}] \quad Y \sim \text{negB}(4, 0.2)\) M1
\(P(Y = 20) = \binom{19}{3}0.2^3 \times 0.8^{16} \times 0.2, = 0.043639\ldots\) awrt \(\mathbf{0.0436}\)A1 1.1b
(c)\(S = \text{no of prizes Sam wins in } n \text{ games}\) \(\quad S \sim B(n, 0.2)\) M1
Profit \(= (2 + 4 + 6 + \ldots + 2S) - n = \sum_{i=1}^{2(S-1)} [-n] = S^2 + S - n\)M1 2.1
\(E(S) = 0.2n\) and \(\text{Var}(S) = 0.2 \times 0.8n\)A1, M1 1.1b; 3.1b
\(E(S^2) = 0.16n + 0.04n^2 + \frac{1}{25}(n^2 + 4n)\)A1 1.1b
\((*) \text{ So expected profit for Sam is } \frac{1}{25}(n^2 + 4n) + \frac{1}{5}n - n = \frac{1}{25}(n^2 - 16n)\)A1cso 3.2a
(d)Using profit expression: M1
Require \(P(S^2 + S - n \geq 0)\)
Solving quadratic, leading to \(S \geq \ldots\)M1 2.1
\(P(S \geq 4)\) where \(S \sim B(15, 0.2)\)M1 1.1b
\(= 0.35183\ldots\) awrt \(\mathbf{0.352}\)A1 1.1b
Using a listing methodM1 3.1b
Indicates that 4 wins is first non-lossM1 2.1
\(P(S \geq 4)\) where \(S \sim B(15, 0.2)\)M1 1.1b
\(= 0.35183\ldots\) awrt \(\mathbf{0.352}\)A1 1.1b
(e)\(T = \text{game on which Tessa wins her } r^{\text{th}} \text{ prize}\) \(T \sim \text{negB}(r, 0.2)\) or \(r(r+1)\) M1
Profit \(= (2 + 4 + 6 + \ldots + 2r) - T = r(r+1) - T\)A1 1.1b
Tessa's expected profit \(= r(r+1) - E(T) = r^2 + r - \frac{r}{0.2} = r^2 - 4r\)M1 3.4
\(= r^2 - 4r\)A1 1.1b
Notes:
- (a) M1 for selecting a suitable model (B(20, 0.2))
- (a) A1 for awrt 0.589
- (b) M1 for stating correct negative binomial or 19C3p³(1−p)¹⁶×p for some p
- (b) A1 for awrt 0.0436
- (c) 1st M1 Correct start to problem - sight or use of B(n, 0.2). May be implied by E(S) = 0.2n
- (c) 2nd M1 use of AP formula with \(a = d = 2\), or 2xAP formula with \(a = d = 1\), or equivalent
- (c) NB: must be working in another variable, AP formulae cannot be in terms of n
- (c) 1st A1 for \(S^2 + S - n\) or equivalent, must be in a form from which expectation can be found
- (c) 3rd M1 for use of \(E(S) = 0.2n\) and Var\((S^2) = 0.16n\) (must be labelled or used as variance)
- (c) 2nd A1 for correct unsimplified \(E(S^2)\) – values to 2 s.f. or better
- (c) 3rd A1 for a correct solution only, pulling together everything to get given answer
- (*) 3rd A1 for a correct solution only, pulling together everything to get given answer
- (d) 1st M1 for using a suitable prob statement or using a listing method to indicate first non-loss S
- (d) 2nd M1 for solving the inequality or using a listing method to reach \(P(S \geq 4)\)
- (d) NB: award first two M marks for \(P(S \geq 4)\) provided it does not come from incorrect working
- (d) 3rd M1 for attempting \(P(S \geq 4)\) with B(15, 0.2)
- (d) A1 for awrt 0.352
- (d) NB: solutions stemming from finding values of n gain no marks
- (e) 1st M1 for sight or use of negB(r, 0.2) or sight of \(r(r+1)\)
- (e) 1st A1 for \(r(r+1) - T\), where \(T\) is defined
- (e) 2nd M1 for use of \(E(T) = 5r\) in an expression of "revenue" − 5r
- (e) 2nd A1 for \(r^2 - 4r\)
(a) | $[X = \text{no. of prizes Sam wins}] \quad X \sim B(20, 0.2)$ | M1 | 3.3 |
| $P(X \geq 4) = 1 - P(X \leq 3) = 0.58855\ldots$ awrt $\mathbf{0.589}$ | A1 | 1.1b |

(b) | $[Y = \text{no. of game when Tessa wins her 4}^{\text{th}} \text{ prize}] \quad Y \sim \text{negB}(4, 0.2)$ | M1 | 3.3 |
| $P(Y = 20) = \binom{19}{3}0.2^3 \times 0.8^{16} \times 0.2, = 0.043639\ldots$ awrt $\mathbf{0.0436}$ | A1 | 1.1b |

(c) | $S = \text{no of prizes Sam wins in } n \text{ games}$ $\quad S \sim B(n, 0.2)$ | M1 | 3.1b |
| Profit $= (2 + 4 + 6 + \ldots + 2S) - n = \sum_{i=1}^{2(S-1)} [-n] = S^2 + S - n$ | M1 | 2.1 |
| $E(S) = 0.2n$ and $\text{Var}(S) = 0.2 \times 0.8n$ | A1, M1 | 1.1b; 3.1b |
| $E(S^2) = 0.16n + 0.04n^2 + \frac{1}{25}(n^2 + 4n)$ | A1 | 1.1b |
| $(*) \text{ So expected profit for Sam is } \frac{1}{25}(n^2 + 4n) + \frac{1}{5}n - n = \frac{1}{25}(n^2 - 16n)$ | A1cso | 3.2a |

(d) | **Using profit expression:** | M1 | 3.1b |
| Require $P(S^2 + S - n \geq 0)$ |  |  |
| Solving quadratic, leading to $S \geq \ldots$ | M1 | 2.1 |
| $P(S \geq 4)$ where $S \sim B(15, 0.2)$ | M1 | 1.1b |
| $= 0.35183\ldots$ awrt $\mathbf{0.352}$ | A1 | 1.1b |
| **Using a listing method** | M1 | 3.1b |
| Indicates that 4 wins is first non-loss | M1 | 2.1 |
| $P(S \geq 4)$ where $S \sim B(15, 0.2)$ | M1 | 1.1b |
| $= 0.35183\ldots$ awrt $\mathbf{0.352}$ | A1 | 1.1b |

(e) | $T = \text{game on which Tessa wins her } r^{\text{th}} \text{ prize}$ $T \sim \text{negB}(r, 0.2)$ or $r(r+1)$ | M1 | 3.3 |
| Profit $= (2 + 4 + 6 + \ldots + 2r) - T = r(r+1) - T$ | A1 | 1.1b |
| Tessa's expected profit $= r(r+1) - E(T) = r^2 + r - \frac{r}{0.2} = r^2 - 4r$ | M1 | 3.4 |
| $= r^2 - 4r$ | A1 | 1.1b |

**Notes:**
- (a) M1 for selecting a suitable model (B(20, 0.2))
- (a) A1 for awrt 0.589
- (b) M1 for stating correct negative binomial or 19C3p³(1−p)¹⁶×p for some p
- (b) A1 for awrt 0.0436
- (c) 1st M1 Correct start to problem - sight or use of B(n, 0.2). May be implied by E(S) = 0.2n
- (c) 2nd M1 use of AP formula with $a = d = 2$, or 2xAP formula with $a = d = 1$, or equivalent
- (c) **NB:** must be working in another variable, AP formulae cannot be in terms of n
- (c) 1st A1 for $S^2 + S - n$ or equivalent, must be in a form from which expectation can be found
- (c) 3rd M1 for use of $E(S) = 0.2n$ and Var$(S^2) = 0.16n$ (must be labelled or used as variance)
- (c) 2nd A1 for correct unsimplified $E(S^2)$ – values to 2 s.f. or better
- (c) 3rd A1 for a correct solution only, pulling together everything to get given answer
- (*) **3rd A1** for a correct solution only, pulling together everything to get given answer
- (d) 1st M1 for using a suitable prob statement or using a listing method to indicate first non-loss S
- (d) 2nd M1 for solving the inequality or using a listing method to reach $P(S \geq 4)$
- **(d) NB:** award first two M marks for $P(S \geq 4)$ provided it does not come from incorrect working
- (d) 3rd M1 for attempting $P(S \geq 4)$ with B(15, 0.2)
- (d) A1 for awrt 0.352
- **(d) NB:** solutions stemming from finding values of n gain no marks
- (e) 1st M1 for sight or use of negB(r, 0.2) or sight of $r(r+1)$
- (e) 1st A1 for $r(r+1) - T$, where $T$ is defined
- (e) 2nd M1 for use of $E(T) = 5r$ in an expression of "revenue" − 5r
- (e) 2nd A1 for $r^2 - 4r$

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\begin{enumerate}
  \item The probability of winning a prize when playing a single game of Pento is $\frac { 1 } { 5 }$
\end{enumerate}

When more than one game is played the games are independent.\\
Sam plays 20 games.\\
(a) Find the probability that Sam wins 4 or more prizes.

Tessa plays a series of games.\\
(b) Find the probability that Tessa wins her 4th prize on her 20th game.

Rama invites Sam and Tessa to play some new games of Pento. They must pay Rama $\pounds 1$ for each game they play but Rama will pay them $\pounds 2$ for the first time they win a prize, $\pounds 4$ for the second time and $\pounds ( 2 w )$ when they win their $w$ th prize ( $w > 2$ )

Sam decides to play $n$ games of Pento with Rama.\\
(c) Show that Sam's expected profit is $\pounds \frac { 1 } { 25 } \left( n ^ { 2 } - 16 n \right)$

Given that Sam chose $n = 15$\\
(d) find the probability that Sam does not make a loss.

Tessa agrees to play Pento with Rama. She will play games until she wins $r$ prizes and then she will stop.\\
(e) Find, in terms of $r$, Tessa's expected profit.

\hfill \mbox{\textit{Edexcel FS1 2024 Q7 [18]}}