If a hypothesis test is to be conducted using = 0.025, what does that imply about the test?

Name: If a hypothesis test is to be conducted using = 0.025, what does that imply about the test?
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Question

If a hypothesis test is to be conducted using  = 0.025, what does that imply about the test?

Quizplus · Accepted Answer

A significance level of 0.025 implies that there is a maximum 2.5% chance that a true null hypothesis will be rejected. This means that if the null hypothesis is actually true, there is only a 2.5% chance that we will incorrectly reject it (and thus incorrectly conclude that the alternative hypothesis is true).

If a Hypothesis Test Is to Be Conducted Using