Edexcel S3 — Question 3 9 marks

Exam BoardEdexcel
ModuleS3 (Statistics 3)
Marks9
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicConfidence intervals
TypeCalculate CI from summary stats
DifficultyStandard +0.3 This is a straightforward confidence interval question requiring standard formulas. Part (a) is routine application of CI = x̄ ± z(σ/√n). Part (b) requires rearranging the width formula to solve for n, which is a standard textbook exercise with no conceptual difficulty beyond algebraic manipulation.
Spec5.05d Confidence intervals: using normal distribution

3. A random variable \(X\) is distributed normally with a standard deviation of 6.8 Sixty observations of \(X\) are made and found to have a mean of 31.4
  1. Find a 90\% confidence interval for the mean of \(X\).
  2. How many observations of \(X\) would be needed in order to obtain a \(90 \%\) confidence interval for the mean of \(X\) with a width of less than 1.5
    (5 marks)

(a) \(\text{C.I. } \bar{x} \pm 1.6449 \frac{s}{\sqrt{n}} = 31.4 \pm 1.6449 \frac{6.8}{\sqrt{60}}\)
AnswerMarks
giving \((29.96, 32.84)\)M1 A1 A2
(b) width \(= 2 \times 1.6449 \times \frac{s.d}{\sqrt{n}} \therefore 2 \times 1.6449 \times \frac{6.8}{\sqrt{n}} < 1.5\)
\(\therefore \sqrt{n} > 14.91376\)
AnswerMarks Guidance
giving \(n > 222.42\) so need 223 observationsM1 A1 A1 M1 A1 (9)
(a) $\text{C.I. } \bar{x} \pm 1.6449 \frac{s}{\sqrt{n}} = 31.4 \pm 1.6449 \frac{6.8}{\sqrt{60}}$
giving $(29.96, 32.84)$ | M1 A1 A2 |

(b) width $= 2 \times 1.6449 \times \frac{s.d}{\sqrt{n}} \therefore 2 \times 1.6449 \times \frac{6.8}{\sqrt{n}} < 1.5$
$\therefore \sqrt{n} > 14.91376$
giving $n > 222.42$ so need 223 observations | M1 A1 A1 M1 A1 | (9)

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3. A random variable $X$ is distributed normally with a standard deviation of 6.8

Sixty observations of $X$ are made and found to have a mean of 31.4
\begin{enumerate}[label=(\alph*)]
\item Find a 90\% confidence interval for the mean of $X$.
\item How many observations of $X$ would be needed in order to obtain a $90 \%$ confidence interval for the mean of $X$ with a width of less than 1.5\\
(5 marks)
\end{enumerate}

\hfill \mbox{\textit{Edexcel S3  Q3 [9]}}