Edexcel S4 — Question 4 13 marks

Exam BoardEdexcel
ModuleS4 (Statistics 4)
Marks13
PaperDownload PDF ↗
TopicF-test and chi-squared for variance
TypeF-test then t-test sequential
DifficultyStandard +0.3 This is a standard two-sample inference question from S4 requiring an F-test for equal variances followed by a pooled t-confidence interval. While it involves multiple steps (13 marks total), each component is routine application of textbook procedures with no novel problem-solving required. The interpretation in part (c) is straightforward comparison of the confidence interval to a threshold.
Spec5.05d Confidence intervals: using normal distribution

Two machines \(A\) and \(B\) produce the same type of component in a factory. The factory manager wishes to know whether the lengths, \(x\) cm, of the components produced by the two machines have the same mean. The manager took a random sample of components from each machine and the results are summarised in the table below. \includegraphics{figure_4} The lengths of components produced by the machines can be assumed to follow normal distributions.
  1. Use a two tail test to show, at the 10\% significance level, that the variances of the lengths of components produced by each machine can be assumed to be equal. [4]
  2. Showing your working clearly, find a 95\% confidence interval for \(\mu_A - \mu_B\), where \(\mu_A\) and \(\mu_B\) are the mean lengths of the populations of components produced by machine \(A\) and machine \(B\) respectively. [7]
There are serious consequences for the production at the factory if the difference in mean lengths of the components produced by the two machines is more than 0.7 cm.
  1. [(c)] State, giving your reason, whether or not the factory manager should be concerned. [2]

Two machines $A$ and $B$ produce the same type of component in a factory. The factory manager wishes to know whether the lengths, $x$ cm, of the components produced by the two machines have the same mean. The manager took a random sample of components from each machine and the results are summarised in the table below.

\includegraphics{figure_4}

The lengths of components produced by the machines can be assumed to follow normal distributions.

\begin{enumerate}[label=(\alph*)]
\item Use a two tail test to show, at the 10\% significance level, that the variances of the lengths of components produced by each machine can be assumed to be equal. [4]

\item Showing your working clearly, find a 95\% confidence interval for $\mu_A - \mu_B$, where $\mu_A$ and $\mu_B$ are the mean lengths of the populations of components produced by machine $A$ and machine $B$ respectively. [7]
\end{enumerate}

There are serious consequences for the production at the factory if the difference in mean lengths of the components produced by the two machines is more than 0.7 cm.

\begin{enumerate}[label=(\alph*)]
\item[(c)] State, giving your reason, whether or not the factory manager should be concerned. [2]
\end{enumerate}

\hfill \mbox{\textit{Edexcel S4  Q4 [13]}}