CAIE S1 2024 November — Question 7 11 marks

Exam BoardCAIE
ModuleS1 (Statistics 1)
Year2024
SessionNovember
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicGeometric Distribution
TypeP(a ≤ X ≤ b) range probability
DifficultyModerate -0.3 This is a straightforward application of geometric and binomial distributions with standard formulas. Parts (a)-(c) require direct substitution into geometric distribution formulas, while part (d) involves a routine normal approximation to binomial. All techniques are standard S1 content with no novel problem-solving required, making it slightly easier than average.
Spec2.04d Normal approximation to binomial5.02f Geometric distribution: conditions5.02g Geometric probabilities: P(X=r) = p(1-p)^(r-1)5.02h Geometric: mean 1/p and variance (1-p)/p^2

7 In a game,players attempt to score a goal by kicking a ball into a net.The probability that Leno scores a goal is 0.4 on any attempt,independently of all other attempts.The random variable \(X\) denotes the number of attempts that it takes Leno to score a goal.
  1. Find \(\mathrm { P } ( X = 5 )\) .
    ............................................................................................................................................
  2. Find \(\mathrm { P } ( 3 \leqslant X \leqslant 7 )\) .
  3. Find the probability that Leno scores his second goal on or before his 5th attempt. \includegraphics[max width=\textwidth, alt={}, center]{aeb7b26e-6754-4c61-b71e-e8169c617b91-10_2715_33_106_2017} \includegraphics[max width=\textwidth, alt={}, center]{aeb7b26e-6754-4c61-b71e-e8169c617b91-11_2723_33_99_22} Leno has 75 attempts to score a goal.
  4. Use a suitable approximation to find the probability that Leno scores more than 28 goals but fewer than 35 goals.
    If you use the following page to complete the answer to any question, the question number must be clearly shown.

Question 7(a):
AnswerMarks Guidance
AnswerMark Guidance
\([(0.6)^4 \times 0.4 =]\ 0.0518[4],\ \frac{162}{3125}\)B1
Total: 1 mark
Question 7(b):
Method 1:
AnswerMarks Guidance
AnswerMark Guidance
\([P(X \leq 7) - P(X \leq 2) =]\ (1 - 0.6^7) - (1 - 0.6^2)\)M1 \((1-p^7)-(1-p^2)\) or \(p^2 - p^7\) seen, \(0 < p < 1\)
\([= 0.36 - 0.02799]\) \(= 0.332[0\ldots],\ \frac{25938}{78125}\)A1 If M0 awarded SC B1 \(0.3320064\) or \(\frac{25938}{78125}\) CAO
Method 2:
AnswerMarks Guidance
AnswerMark Guidance
\([P(X=3,4,5,6,7)=]\ 0.4\times0.6^2 + 0.4\times0.6^3 + 0.4\times0.6^4 + 0.4\times0.6^5 + 0.4\times0.6^6\)M1 \((1-p)\times p^2 + (1-p)\times p^3 + (1-p)\times p^4 + (1-p)\times p^5 + (1-p)\times p^6\) seen, \(0 < p < 1\)
\(= 0.332[0\ldots],\ \frac{25938}{78125}\)A1 If M0 awarded SC B1 \(0.3320064\) or \(\frac{25938}{78125}\) CAO
Method 3 – geometric series:
AnswerMarks Guidance
AnswerMark Guidance
\([P(X=3,4,5,6,7)=]\ \frac{0.144(1-0.6^5)}{1-0.6\ or\ 0.4}\)M1 \(\frac{0.144(1-p^5)}{1-p}\) seen, \(0 < p < 1\)
\(= 0.332[0\ldots],\ \frac{25938}{78125}\)A1 If M0 awarded SC B1 \(0.3320064\) or \(\frac{25938}{78125}\) CAO
Total: 2 marks
Question 7(c):
Method 1
AnswerMarks Guidance
AnswerMark Guidance
2 correct unsimplified outcomes identifiedM1 Condone not identified but not incorrectly identified
2nd attempt: \((0.4)^2\) \([=0.16]\)M1 Add values for 4 identified correct scenarios. Condone adding values of 2nd, 3rd and 4th attempts only. No incorrect scenarios.
3rd attempt: \((0.4)^2(0.6) \times (2 \text{ or } ^2C_1)\) \([=0.192]\)
4th attempt: \((0.4)^2(0.6)^2 \times (3 \text{ or } ^3C_1)\) \([=0.1728]\)
5th attempt: \((0.4)^2(0.6)^3 \times (4 \text{ or } ^4C_1)\) \([=0.13824]\)
\(= 0.663,\ \dfrac{2072}{3125}\)A1 If either or both M marks not awarded, SC B1 for \(0.663\), \(\dfrac{2072}{3125}\) WWW condone 1 index error
Method 2
AnswerMarks Guidance
AnswerMark Guidance
\(^5C_2(0.4)^2(0.6)^3 + ^5C_3(0.4)^3(0.6)^2 + ^5C_4(0.4)^4(0.6)^1 + ^5C_5(0.4)^5\)M1 At least 2 correct unsimplified terms
\([0.3456 + 0.2304 + 0.0768 + 0.01024]\) or \(1-(^5C_0(0.6)^5 + ^5C_1(0.4)^1(0.6)^4)\)M1 Add values for 4 terms of the form \(^5C_a(0.4)^a(0.6)^{5-a}\), or \(1 -\) sum of 2 terms of the form \(^5C_a(0.4)^a(0.6)^{5-a}\)
\(=0.663,\ \dfrac{2072}{3125}\)A1 If either or both M marks not awarded, SC B1 for \(0.663\) www condone 1 index error
Total: 3 marks
Question 7(d):
AnswerMarks Guidance
AnswerMark Guidance
\([\text{Mean} = 75 \times 0.4 =]\ 30\); \([\text{Variance} = 75 \times 0.4 \times 0.6 =]\ 18\)B1 30 and 18 seen, allow unsimplified. \(\sigma = \sqrt{18}, 3\sqrt{2}, 4.2426 \leq \sigma \leq 4.243\) implies correct variance. Withhold if variance clearly identified as standard deviation
\(P(28 < X < 35) = P\!\left(\dfrac{28.5-30}{\sqrt{18}} < Z < \dfrac{34.5-30}{\sqrt{18}}\right)\)M1 Substituting *their* \(\mu\) and positive \(\sigma\) into one \(\pm\) standardising formula (any number for 28.5 or 34.5), not \(\sigma^2\), not \(\sqrt{\sigma}\)
M1Using continuity corrections \(27.5\) *or* \(28.5\) and \(34.5\) *or* \(35.5\) in *their* 2 separate standardisation formulae
\([= \Phi(1.0607) + \Phi(0.3536) - 1]\) \(= 0.8556 + 0.6383 - 1\) or \(0.8556-(1-0.6383)\) or \(0.8556-0.3617\) or \((0.8556-0.5)+(0.6383-0.5)\) or \(0.3556+0.1383\)M1 Appropriate area \(\Phi\), from final process. Must be a probability
\(= 0.494\)A1 AWRT
Total: 5 marks
## Question 7(a):

| Answer | Mark | Guidance |
|--------|------|----------|
| $[(0.6)^4 \times 0.4 =]\ 0.0518[4],\ \frac{162}{3125}$ | B1 | |

**Total: 1 mark**

---

## Question 7(b):

**Method 1:**

| Answer | Mark | Guidance |
|--------|------|----------|
| $[P(X \leq 7) - P(X \leq 2) =]\ (1 - 0.6^7) - (1 - 0.6^2)$ | M1 | $(1-p^7)-(1-p^2)$ or $p^2 - p^7$ seen, $0 < p < 1$ |
| $[= 0.36 - 0.02799]$ $= 0.332[0\ldots],\ \frac{25938}{78125}$ | A1 | If M0 awarded **SC B1** $0.3320064$ or $\frac{25938}{78125}$ CAO |

**Method 2:**

| Answer | Mark | Guidance |
|--------|------|----------|
| $[P(X=3,4,5,6,7)=]\ 0.4\times0.6^2 + 0.4\times0.6^3 + 0.4\times0.6^4 + 0.4\times0.6^5 + 0.4\times0.6^6$ | M1 | $(1-p)\times p^2 + (1-p)\times p^3 + (1-p)\times p^4 + (1-p)\times p^5 + (1-p)\times p^6$ seen, $0 < p < 1$ |
| $= 0.332[0\ldots],\ \frac{25938}{78125}$ | A1 | If M0 awarded **SC B1** $0.3320064$ or $\frac{25938}{78125}$ CAO |

**Method 3 – geometric series:**

| Answer | Mark | Guidance |
|--------|------|----------|
| $[P(X=3,4,5,6,7)=]\ \frac{0.144(1-0.6^5)}{1-0.6\ or\ 0.4}$ | M1 | $\frac{0.144(1-p^5)}{1-p}$ seen, $0 < p < 1$ |
| $= 0.332[0\ldots],\ \frac{25938}{78125}$ | A1 | If M0 awarded **SC B1** $0.3320064$ or $\frac{25938}{78125}$ CAO |

**Total: 2 marks**

## Question 7(c):

**Method 1**

| Answer | Mark | Guidance |
|--------|------|----------|
| 2 correct unsimplified outcomes identified | M1 | Condone not identified but not incorrectly identified |
| 2nd attempt: $(0.4)^2$ $[=0.16]$ | M1 | Add values for 4 identified correct scenarios. Condone adding values of 2nd, 3rd and 4th attempts only. No incorrect scenarios. |
| 3rd attempt: $(0.4)^2(0.6) \times (2 \text{ or } ^2C_1)$ $[=0.192]$ | | |
| 4th attempt: $(0.4)^2(0.6)^2 \times (3 \text{ or } ^3C_1)$ $[=0.1728]$ | | |
| 5th attempt: $(0.4)^2(0.6)^3 \times (4 \text{ or } ^4C_1)$ $[=0.13824]$ | | |
| $= 0.663,\ \dfrac{2072}{3125}$ | A1 | If either or both M marks not awarded, SC B1 for $0.663$, $\dfrac{2072}{3125}$ WWW condone 1 index error |

**Method 2**

| Answer | Mark | Guidance |
|--------|------|----------|
| $^5C_2(0.4)^2(0.6)^3 + ^5C_3(0.4)^3(0.6)^2 + ^5C_4(0.4)^4(0.6)^1 + ^5C_5(0.4)^5$ | M1 | At least 2 correct unsimplified terms |
| $[0.3456 + 0.2304 + 0.0768 + 0.01024]$ or $1-(^5C_0(0.6)^5 + ^5C_1(0.4)^1(0.6)^4)$ | M1 | Add values for 4 terms of the form $^5C_a(0.4)^a(0.6)^{5-a}$, or $1 -$ sum of 2 terms of the form $^5C_a(0.4)^a(0.6)^{5-a}$ |
| $=0.663,\ \dfrac{2072}{3125}$ | A1 | If either or both M marks not awarded, SC B1 for $0.663$ www condone 1 index error |

**Total: 3 marks**

---

## Question 7(d):

| Answer | Mark | Guidance |
|--------|------|----------|
| $[\text{Mean} = 75 \times 0.4 =]\ 30$; $[\text{Variance} = 75 \times 0.4 \times 0.6 =]\ 18$ | B1 | 30 and 18 seen, allow unsimplified. $\sigma = \sqrt{18}, 3\sqrt{2}, 4.2426 \leq \sigma \leq 4.243$ implies correct variance. Withhold if variance clearly identified as standard deviation |
| $P(28 < X < 35) = P\!\left(\dfrac{28.5-30}{\sqrt{18}} < Z < \dfrac{34.5-30}{\sqrt{18}}\right)$ | M1 | Substituting *their* $\mu$ and positive $\sigma$ into one $\pm$ standardising formula (any number for 28.5 or 34.5), not $\sigma^2$, not $\sqrt{\sigma}$ |
| | M1 | Using continuity corrections $27.5$ *or* $28.5$ and $34.5$ *or* $35.5$ in *their* 2 separate standardisation formulae |
| $[= \Phi(1.0607) + \Phi(0.3536) - 1]$ $= 0.8556 + 0.6383 - 1$ or $0.8556-(1-0.6383)$ or $0.8556-0.3617$ or $(0.8556-0.5)+(0.6383-0.5)$ or $0.3556+0.1383$ | M1 | Appropriate area $\Phi$, from final process. Must be a probability |
| $= 0.494$ | A1 | AWRT |

**Total: 5 marks**
7 In a game,players attempt to score a goal by kicking a ball into a net.The probability that Leno scores a goal is 0.4 on any attempt,independently of all other attempts.The random variable $X$ denotes the number of attempts that it takes Leno to score a goal.
\begin{enumerate}[label=(\alph*)]
\item Find $\mathrm { P } ( X = 5 )$ .\\
............................................................................................................................................
\item Find $\mathrm { P } ( 3 \leqslant X \leqslant 7 )$ .
\item Find the probability that Leno scores his second goal on or before his 5th attempt.\\

\includegraphics[max width=\textwidth, alt={}, center]{aeb7b26e-6754-4c61-b71e-e8169c617b91-10_2715_33_106_2017}\\
\includegraphics[max width=\textwidth, alt={}, center]{aeb7b26e-6754-4c61-b71e-e8169c617b91-11_2723_33_99_22}

Leno has 75 attempts to score a goal.
\item Use a suitable approximation to find the probability that Leno scores more than 28 goals but fewer than 35 goals.\\

If you use the following page to complete the answer to any question, the question number must be clearly shown.
\end{enumerate}

\hfill \mbox{\textit{CAIE S1 2024 Q7 [11]}}