OCR S2 2012 January — Question 9 11 marks

Exam BoardOCR
ModuleS2 (Statistics 2)
Year2012
SessionJanuary
Marks11
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TopicZ-tests (known variance)
TypeType I/II errors and power
DifficultyStandard +0.3 This is a straightforward hypothesis testing question covering standard S2 content: stating hypotheses, finding significance level from critical values using normal distribution, defining Type I error, and calculating Type II error probability. All parts follow textbook procedures with no novel problem-solving required. The calculations are routine applications of the normal distribution with given parameters (n=64, σ=0.87), making it slightly easier than average for A-level.
Spec5.05c Hypothesis test: normal distribution for population mean

It is desired to test whether the average amount of sleep obtained by school pupils in Year 11 is 8 hours, based on a random sample of size 64. The population standard deviation is 0.87 hours and the sample mean is denoted by \(\bar{H}\). The critical values for the test are \(\bar{H} = 7.72\) and \(\bar{H} = 8.28\).
  1. State appropriate hypotheses for the test, explaining the meaning of any symbol you use. [3]
  2. Calculate the significance level of the test. [4]
  3. Explain what is meant by a Type I error in this context. [1]
  4. Given that in fact the average amount of sleep obtained by all pupils in Year 11 is 7.9 hours, find the probability that the test results in a Type II error. [3]

It is desired to test whether the average amount of sleep obtained by school pupils in Year 11 is 8 hours, based on a random sample of size 64. The population standard deviation is 0.87 hours and the sample mean is denoted by $\bar{H}$. The critical values for the test are $\bar{H} = 7.72$ and $\bar{H} = 8.28$.

\begin{enumerate}[label=(\roman*)]
\item State appropriate hypotheses for the test, explaining the meaning of any symbol you use. [3]

\item Calculate the significance level of the test. [4]

\item Explain what is meant by a Type I error in this context. [1]

\item Given that in fact the average amount of sleep obtained by all pupils in Year 11 is 7.9 hours, find the probability that the test results in a Type II error. [3]
\end{enumerate}

\hfill \mbox{\textit{OCR S2 2012 Q9 [11]}}