6. Inference for Categorical Data(COLON) Proportions

Interpreting Type I And Type Ii Errors In Context — Quiz

Test your understanding of interpreting type i and type ii errors in context with 5 practice questions.

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Practice Questions

Question 1

In a court trial, the null hypothesis is that the defendant is innocent. What is a Type I error in this context?

Question 2

A school principal tests $H_0: p = 0.20$ versus $H_a: p > 0.20$, where $p$ is the proportion of students who prefer online homework. What is a Type II error?

Question 3

A medical test uses $H_0$: the patient does not have the disease and $H_a$: the patient has the disease. Which situation describes a Type I error?

Question 4

A company tests whether the proportion of defective items is $p = 0.05$ against $p > 0.05$. If the company fails to reject $H_0$ even though the true defect rate is $0.08$, what error has occurred?

Question 5

Which statement best describes the power of a significance test?