The goal of a hypothesis test is to demonstrate that the patterns observed in the sample data represent real patterns in the population and are not simply due to chance or sampling error.

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The statement accurately describes the goal of hypothesis testing. By conducting a hypothesis test, researchers aim to confirm that any patterns or differences observed in a sample are likely representative of the larger population, rather than being random or due to chance.

The Goal of a Hypothesis Test Is to Demonstrate That