162433
AssignmentMultiple Choice

Scope of Inference

Question 162433 • VA-Probability and Statistics

Tessa conducts an experiment and obtains results that are statistically significant. What is meant by "statistically significant”?

Answer
A
It means that Tessa used a large sample size.
B
It means that the results that Tessa obtained are too unusual to be explained by chance alone.
C
It means that Tessa’s experiment was not biased.
D
It means that the individuals in the experiment were randomly assigned to the treatment groups.

Explanation

Statistical significance means the observed results would be unlikely if chance alone were responsible, according to a chosen significance threshold. It does not necessarily mean the sample was large, the experiment was unbiased, or participants were randomly assigned; those are separate features of a study. The correct choice is “the results that Tessa obtained are too unusual to be explained by chance alone.”

AI-written and checked against the verified answer.

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