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Further Probability and Statistics
Quick questions on Hypothesis testing and errors explained: H2 Further Mathematics
6short Q&A pairs drawn directly from our worked dot-point answer. For full context and worked exam questions, read the parent dot-point page.
What is the structure of a test?Show answer
A hypothesis test sets a null hypothesis and an alternative , chooses a significance level , defines a rejection region, and rejects if the test statistic falls in that region. The decision can be correct or can commit one of two errors.
What is the significance level is the Type I error probability?Show answer
By construction, the significance level is the probability of a Type I error, because the rejection region is chosen so that, when is true, the test statistic lands there with probability . Choosing a smaller reduces Type I errors but, for fixed sample size, increases Type II errors.
What is the power of a test?Show answer
The power is the probability of correctly rejecting a false :
What is q1?Show answer
Define a Type I error. [1 mark]
What is q2?Show answer
What is the power of a test in terms of ? [1 mark]
What is q3?Show answer
Why does reducing tend to increase for a fixed sample size? [2 marks]
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