Edexcel S1 2016 June — Question 6 9 marks

Exam BoardEdexcel
ModuleS1 (Statistics 1)
Year2016
SessionJune
Marks9
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicNormal Distribution
TypeMixed calculations with boundaries
DifficultyModerate -0.3 This is a straightforward S1 normal distribution question requiring standard techniques: (a) basic z-score calculation and table lookup, (b) inverse normal for a percentile, and (c) conditional probability with symmetry. All parts are routine textbook exercises with no novel insight required, making it slightly easier than average for A-level.
Spec2.03c Conditional probability: using diagrams/tables2.04e Normal distribution: as model N(mu, sigma^2)2.04f Find normal probabilities: Z transformation

6. The time, in minutes, taken by men to run a marathon is modelled by a normal distribution with mean 240 minutes and standard deviation 40 minutes.
  1. Find the proportion of men that take longer than 300 minutes to run a marathon.
    (3) Nathaniel is preparing to run a marathon. He aims to finish in the first 20\% of male runners.
  2. Using the above model estimate the longest time that Nathaniel can take to run the marathon and achieve his aim.
    (3) The time, \(W\) minutes, taken by women to run a marathon is modelled by a normal distribution with mean \(\mu\) minutes. Given that \(\mathrm { P } ( W < \mu + 30 ) = 0.82\)
  3. find \(\mathrm { P } ( W < \mu - 30 \mid W < \mu )\)

Question 6:
Part (a)
AnswerMarks Guidance
\(T \sim N(240, 40^2)\); \(\text{P}\!\left(Z > \frac{300-240}{40}\right)\)M1 Standardising with 300, 240 and 40; allow \(\pm\)
\(= 1 - \text{P}(Z < 1.5)\) or \(1 - 0.9332\)M1 Correct method for \(\text{P}(Z > \text{"1.5"})\)
\(= \text{awrt } \mathbf{0.0668}\) or 6.68%A1
Part (b)
AnswerMarks Guidance
\(\text{P}(T < n) = 0.20 \Rightarrow \frac{n - 240}{40} = -0.8416\)M1 B1 M1 for standardising with 240, 40, \(n\) and setting \(= \pm z\) where \(0.8 <
\(n = \text{awrt } \mathbf{206}\) minutesA1 For awrt 206
Part (c)
AnswerMarks Guidance
\(\text{P}(W < \mu - 30 \mid W < \mu) = \frac{\text{P}(W < \mu - 30)}{\text{P}(W < \mu)}\)M1 Correct ratio expression (not \(\text{P}([W < 30 - \mu] \cap [W < \mu])\) on numerator)
\(= \frac{1 - 0.82}{0.50}\)A1 Correct numerical ratio
\(= \mathbf{0.36}\)A1cao For 0.36 or exact equivalent e.g. \(\frac{9}{25}\); must come from exact values (0.36 rounded from 0.3576 is A0)
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# Question 6:

## Part (a)
| $T \sim N(240, 40^2)$; $\text{P}\!\left(Z > \frac{300-240}{40}\right)$ | M1 | Standardising with 300, 240 and 40; allow $\pm$ |
| $= 1 - \text{P}(Z < 1.5)$ or $1 - 0.9332$ | M1 | Correct method for $\text{P}(Z > \text{"1.5"})$ |
| $= \text{awrt } \mathbf{0.0668}$ or 6.68% | A1 | |

## Part (b)
| $\text{P}(T < n) = 0.20 \Rightarrow \frac{n - 240}{40} = -0.8416$ | M1 B1 | M1 for standardising with 240, 40, $n$ and setting $= \pm z$ where $0.8 < |z| < 0.9$; B1 for $z = \pm 0.8416$ used as z-value |
| $n = \text{awrt } \mathbf{206}$ minutes | A1 | For awrt 206 |

## Part (c)
| $\text{P}(W < \mu - 30 \mid W < \mu) = \frac{\text{P}(W < \mu - 30)}{\text{P}(W < \mu)}$ | M1 | Correct ratio expression (not $\text{P}([W < 30 - \mu] \cap [W < \mu])$ on numerator) |
| $= \frac{1 - 0.82}{0.50}$ | A1 | Correct numerical ratio |
| $= \mathbf{0.36}$ | A1cao | For 0.36 or exact equivalent e.g. $\frac{9}{25}$; must come from exact values (0.36 rounded from 0.3576 is A0) |

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6. The time, in minutes, taken by men to run a marathon is modelled by a normal distribution with mean 240 minutes and standard deviation 40 minutes.
\begin{enumerate}[label=(\alph*)]
\item Find the proportion of men that take longer than 300 minutes to run a marathon.\\
(3)

Nathaniel is preparing to run a marathon. He aims to finish in the first 20\% of male runners.
\item Using the above model estimate the longest time that Nathaniel can take to run the marathon and achieve his aim.\\
(3)

The time, $W$ minutes, taken by women to run a marathon is modelled by a normal distribution with mean $\mu$ minutes.

Given that $\mathrm { P } ( W < \mu + 30 ) = 0.82$
\item find $\mathrm { P } ( W < \mu - 30 \mid W < \mu )$
\end{enumerate}

\hfill \mbox{\textit{Edexcel S1 2016 Q6 [9]}}