Mathematics 9709 · AS & A Level · Hypothesis testing

Hypothesis testing — practice question

A nationwide survey indicates that $95\%$ of year 12 students use social media. Arvin thinks that the proportion of year 12 students at his college who use social media is below the national percentage. He takes a random sample of $20$ students from his college and records how many use social media. He then carries out a test at the $2\%$ significance level.
(a)[4]

Find the rejection region for this test.

(b)[1]

Find the probability of a Type I error occurring.

(c)[3]

Jimmy thinks that the actual percentage at Arvin’s college is $70\%$. Assuming that Jimmy is correct, find the probability of a Type II error.

Worked solution & mark scheme

This 8-mark question has a full step-by-step worked solution and mark scheme. One marking point: Try to calculate $P(X \le n)$ for $n \le 20$ using $B(20, 0.95)$.

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