Common assumptions of hypothesis tests

Hypothesis tests make assumptions about the dataset that they are testing, and the conclusions you draw from the test results are only valid if those assumptions hold. While some assumptions differ between types of test, others are common to all hypothesis tests.

Which of the following statements is a common assumption of hypothesis tests?