AQA S2 2013 June — Question 6 13 marks

Exam BoardAQA
ModuleS2 (Statistics 2)
Year2013
SessionJune
Marks13
PaperDownload PDF ↗
TopicT-tests (unknown variance)
TypeOne-sample z-test known variance
DifficultyStandard +0.3 This is a straightforward two-part hypothesis testing question with standard procedures. Part (a) is a z-test with known variance (routine calculation), part (b) is a standard one-sample t-test with given summary statistics, and part (c) tests basic understanding of significance levels. All steps are procedural with no novel insight required, making it slightly easier than average for A-level statistics.
Spec2.01a Population and sample: terminology5.05c Hypothesis test: normal distribution for population mean5.05d Confidence intervals: using normal distribution

6 A supermarket buys pears from a local supplier. The supermarket requires the mean weight of the pears to be at least 175 grams. William, the fresh-produce manager at the supermarket, suspects that the latest batch of pears delivered does not meet this requirement.
  1. William weighs a random sample of 6 pears, obtaining the following weights, in grams. $$\begin{array} { l l l l l l } 160.6 & 155.4 & 181.3 & 176.2 & 162.3 & 172.8 \end{array}$$ Previous batches of pears have had weights that could be modelled by a normal distribution with standard deviation 9.4 grams. Assuming that this still applies, show that a hypothesis test at the \(5 \%\) level of significance supports William's suspicion.
    (7 marks)
  2. William then weighs a random sample of 20 pears. The mean of this sample is 169.4 grams and \(s = 11.2\) grams, where \(s ^ { 2 }\) is an unbiased estimate of the population variance. Assuming that the population from which this sample is taken has a normal distribution but with unknown standard deviation, test William's suspicion at the \(\mathbf { 1 \% }\) level of significance.
  3. Give a reason why the probability of a Type I error occurring was smaller when conducting the test in part (b) than when conducting the test in part (a).

6 A supermarket buys pears from a local supplier. The supermarket requires the mean weight of the pears to be at least 175 grams. William, the fresh-produce manager at the supermarket, suspects that the latest batch of pears delivered does not meet this requirement.
\begin{enumerate}[label=(\alph*)]
\item William weighs a random sample of 6 pears, obtaining the following weights, in grams.

$$\begin{array} { l l l l l l } 
160.6 & 155.4 & 181.3 & 176.2 & 162.3 & 172.8
\end{array}$$

Previous batches of pears have had weights that could be modelled by a normal distribution with standard deviation 9.4 grams. Assuming that this still applies, show that a hypothesis test at the $5 \%$ level of significance supports William's suspicion.\\
(7 marks)
\item William then weighs a random sample of 20 pears. The mean of this sample is 169.4 grams and $s = 11.2$ grams, where $s ^ { 2 }$ is an unbiased estimate of the population variance.

Assuming that the population from which this sample is taken has a normal distribution but with unknown standard deviation, test William's suspicion at the $\mathbf { 1 \% }$ level of significance.
\item Give a reason why the probability of a Type I error occurring was smaller when conducting the test in part (b) than when conducting the test in part (a).
\end{enumerate}

\hfill \mbox{\textit{AQA S2 2013 Q6 [13]}}