Edexcel S4 — Question 7 17 marks

Exam BoardEdexcel
ModuleS4 (Statistics 4)
Marks17
PaperDownload PDF ↗
TopicT-tests (unknown variance)
TypeTwo-sample t-test equal variance
DifficultyStandard +0.3 This is a straightforward S4 question testing understanding of when to use paired vs two-sample t-tests. Part (a) is routine calculation with given summary statistics. Part (b) requires computing differences and performing a standard paired t-test. Part (c) tests conceptual understanding of experimental design. All procedures are standard textbook applications with no novel insight required, making it slightly easier than average.
Spec5.05c Hypothesis test: normal distribution for population mean5.05d Confidence intervals: using normal distribution

Two methods of extracting juice from an orange are to be compared. Eight oranges are halved. One half of each orange is chosen at random and allocated to Method \(A\) and the other half is allocated to Method \(B\). The amounts of juice extracted, in ml, are given in the table. \includegraphics{figure_7} One statistician suggests performing a two-sample \(t\)-test to investigate whether or not there is a difference between the mean amounts of juice extracted by the two methods.
  1. Stating your hypotheses clearly and using a 5\% significance level, carry out this test. (You may assume \(\bar{x}_A = 26.125\), \(s_A^2 = 7.84\), \(\bar{x}_B = 25\), \(s_B^2 = 4\) and \(\sigma_A^2 = \sigma_B^2\).) [7]
Another statistician suggests analysing these data using a paired \(t\)-test.
  1. [(b)] Using a 5\% significance level, carry out this test. [9]
  2. State which of these two tests you consider to be more appropriate. Give a reason for your choice. [1]

Two methods of extracting juice from an orange are to be compared. Eight oranges are halved. One half of each orange is chosen at random and allocated to Method $A$ and the other half is allocated to Method $B$. The amounts of juice extracted, in ml, are given in the table.

\includegraphics{figure_7}

One statistician suggests performing a two-sample $t$-test to investigate whether or not there is a difference between the mean amounts of juice extracted by the two methods.

\begin{enumerate}[label=(\alph*)]
\item Stating your hypotheses clearly and using a 5\% significance level, carry out this test.

(You may assume $\bar{x}_A = 26.125$, $s_A^2 = 7.84$, $\bar{x}_B = 25$, $s_B^2 = 4$ and $\sigma_A^2 = \sigma_B^2$.) [7]
\end{enumerate}

Another statistician suggests analysing these data using a paired $t$-test.

\begin{enumerate}[label=(\alph*)]
\item[(b)] Using a 5\% significance level, carry out this test. [9]

\item State which of these two tests you consider to be more appropriate. Give a reason for your choice. [1]
\end{enumerate}

\hfill \mbox{\textit{Edexcel S4  Q7 [17]}}