AQA S1 2014 June — Question 7 11 marks

Exam BoardAQA
ModuleS1 (Statistics 1)
Year2014
SessionJune
Marks11
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicMeasures of Location and Spread
TypeCalculate statistics from grouped frequency table
DifficultyModerate -0.3 This is a standard S1 grouped frequency question requiring routine calculations of mean, standard deviation, and a confidence interval using given formulas. While it involves multiple steps and careful arithmetic with 13 groups, the techniques are entirely procedural with no conceptual challenges or problem-solving required—slightly easier than average due to its purely mechanical nature.
Spec2.02f Measures of average and spread2.02g Calculate mean and standard deviation5.05c Hypothesis test: normal distribution for population mean5.05d Confidence intervals: using normal distribution

7 For the year 2014, the table below summarises the weights, \(x\) kilograms, of a random sample of 160 women residing in a particular city who are aged between 18 years and 25 years.
Weight ( \(\boldsymbol { x }\) kg)Number of women
35-404
40-459
45-5012
50-5516
55-6024
60-6528
65-7024
70-7517
75-8012
80-857
85-904
90-952
95-1001
Total160
  1. Calculate estimates of the mean and the standard deviation of these 160 weights.
    1. Construct a 98\% confidence interval for the mean weight of women residing in the city who are aged between 18 years and 25 years.
    2. Hence comment on a claim that the mean weight of women residing in the city who are aged between 18 years and 25 years has increased from that of 61.7 kg in 1965.
      [0pt] [2 marks]
      \includegraphics[max width=\textwidth, alt={}]{ddf7f158-b6ae-42c6-98f1-d59c205646ad-28_2488_1728_219_141}

Question 7:
Part (a): Mean and Standard Deviation [4 marks]
AnswerMarks Guidance
Answer/WorkingMark Guidance
Midpoints used: 37.5, 42.5, 47.5, 52.5, 57.5, 62.5, 67.5, 72.5, 77.5, 82.5, 87.5, 92.5, 97.5B1 At least one midpoint correct
\(\sum fx = 4(37.5) + 9(42.5) + 12(47.5) + 16(52.5) + 24(57.5) + 28(62.5) + 24(67.5) + 17(72.5) + 12(77.5) + 7(82.5) + 4(87.5) + 2(92.5) + 1(97.5) = 10056\)M1 Attempt at \(\sum fx\)
\(\bar{x} = \frac{10056}{160} = 62.85\)A1 Correct mean
\(s = \sqrt{\frac{\sum fx^2}{160} - \bar{x}^2} = \sqrt{\frac{659827.5}{160} - 62.85^2} = \sqrt{4123.92 - 3950.12} \approx 13.18\)A1 Correct standard deviation (accept values in range 13.1–13.2)
Part (b)(i): 98% Confidence Interval [5 marks]
AnswerMarks Guidance
Answer/WorkingMark Guidance
\(z = 2.3263\) for 98% CIB1 Correct \(z\) value
\(SE = \frac{s}{\sqrt{n}} = \frac{13.18}{\sqrt{160}}\)M1 Correct standard error structure
\(= 1.0424...\)A1 Correct SE value
\(CI: \bar{x} \pm z \times SE = 62.85 \pm 2.3263 \times 1.0424\)M1 Correct CI structure
\((60.43, 65.27)\)A1 Correct interval (follow through on values)
Part (b)(ii): Comment on Claim [2 marks]
AnswerMarks Guidance
Answer/WorkingMark Guidance
61.7 lies within the confidence interval \((60.43, 65.27)\)M1 Comparison of 61.7 with CI
There is insufficient evidence to suggest the mean weight has increased from 61.7 kg; the claim is not supported at the 2% significance levelA1 Correct conclusion in context
These pages (27 and 28) are answer space/blank pages from an AQA exam paper (P/Jun14/SS1B). They contain:
- Page 27: Blank lined answer space for Question 7
- Page 28: A blank "do not write on this page" page
There is no mark scheme content on these pages. These are student answer booklet pages, not mark scheme pages. To extract mark scheme content, you would need to provide the actual mark scheme document for this paper.
# Question 7:

## Part (a): Mean and Standard Deviation [4 marks]

| Answer/Working | Mark | Guidance |
|---|---|---|
| Midpoints used: 37.5, 42.5, 47.5, 52.5, 57.5, 62.5, 67.5, 72.5, 77.5, 82.5, 87.5, 92.5, 97.5 | B1 | At least one midpoint correct |
| $\sum fx = 4(37.5) + 9(42.5) + 12(47.5) + 16(52.5) + 24(57.5) + 28(62.5) + 24(67.5) + 17(72.5) + 12(77.5) + 7(82.5) + 4(87.5) + 2(92.5) + 1(97.5) = 10056$ | M1 | Attempt at $\sum fx$ |
| $\bar{x} = \frac{10056}{160} = 62.85$ | A1 | Correct mean |
| $s = \sqrt{\frac{\sum fx^2}{160} - \bar{x}^2} = \sqrt{\frac{659827.5}{160} - 62.85^2} = \sqrt{4123.92 - 3950.12} \approx 13.18$ | A1 | Correct standard deviation (accept values in range 13.1–13.2) |

## Part (b)(i): 98% Confidence Interval [5 marks]

| Answer/Working | Mark | Guidance |
|---|---|---|
| $z = 2.3263$ for 98% CI | B1 | Correct $z$ value |
| $SE = \frac{s}{\sqrt{n}} = \frac{13.18}{\sqrt{160}}$ | M1 | Correct standard error structure |
| $= 1.0424...$ | A1 | Correct SE value |
| $CI: \bar{x} \pm z \times SE = 62.85 \pm 2.3263 \times 1.0424$ | M1 | Correct CI structure |
| $(60.43, 65.27)$ | A1 | Correct interval (follow through on values) |

## Part (b)(ii): Comment on Claim [2 marks]

| Answer/Working | Mark | Guidance |
|---|---|---|
| 61.7 lies within the confidence interval $(60.43, 65.27)$ | M1 | Comparison of 61.7 with CI |
| There is insufficient evidence to suggest the mean weight has increased from 61.7 kg; the claim is not supported at the 2% significance level | A1 | Correct conclusion in context |

These pages (27 and 28) are **answer space/blank pages** from an AQA exam paper (P/Jun14/SS1B). They contain:

- Page 27: Blank lined answer space for Question 7
- Page 28: A blank "do not write on this page" page

**There is no mark scheme content on these pages.** These are student answer booklet pages, not mark scheme pages. To extract mark scheme content, you would need to provide the actual mark scheme document for this paper.
7 For the year 2014, the table below summarises the weights, $x$ kilograms, of a random sample of 160 women residing in a particular city who are aged between 18 years and 25 years.

\begin{center}
\begin{tabular}{|l|l|}
\hline
Weight ( $\boldsymbol { x }$ kg) & Number of women \\
\hline
35-40 & 4 \\
\hline
40-45 & 9 \\
\hline
45-50 & 12 \\
\hline
50-55 & 16 \\
\hline
55-60 & 24 \\
\hline
60-65 & 28 \\
\hline
65-70 & 24 \\
\hline
70-75 & 17 \\
\hline
75-80 & 12 \\
\hline
80-85 & 7 \\
\hline
85-90 & 4 \\
\hline
90-95 & 2 \\
\hline
95-100 & 1 \\
\hline
Total & 160 \\
\hline
\end{tabular}
\end{center}
\begin{enumerate}[label=(\alph*)]
\item Calculate estimates of the mean and the standard deviation of these 160 weights.
\item \begin{enumerate}[label=(\roman*)]
\item Construct a 98\% confidence interval for the mean weight of women residing in the city who are aged between 18 years and 25 years.
\item Hence comment on a claim that the mean weight of women residing in the city who are aged between 18 years and 25 years has increased from that of 61.7 kg in 1965.\\[0pt]
[2 marks]\\

\begin{center}
\includegraphics[max width=\textwidth, alt={}]{ddf7f158-b6ae-42c6-98f1-d59c205646ad-28_2488_1728_219_141}
\end{center}
\end{enumerate}\end{enumerate}

\hfill \mbox{\textit{AQA S1 2014 Q7 [11]}}