Asked by Molly Cecil on Sep 30, 2024

Which of the following probabilities is equal to the significance level α?

A) Probability of making a Type I error.
B) Probability of making a Type II error.
C) Probability of rejecting H0 when you are supposed to.
D) Probability of not rejecting H0 when you shouldn't.

Significance Level

The likelihood of incorrectly dismissing the null hypothesis in a statistical analysis, commonly represented by alpha, when it is in fact correct.

Type I Error

The mistake of rejecting the null hypothesis when it is actually true, commonly referred to as a "false positive" result.

Alpha (α)

A pre-specified significance level in hypothesis testing, representing the probability of making a Type I error, or falsely rejecting the null hypothesis.

  • Understand the significance level (α) and its relation to Type I error.