Figure 6.21: Figure 6.21 The two error probabilities, Example 6.33. The probability of a Type I error (yellow area) is the probability of rejecting H0: μ = 22 when, in fact, μ = 22. The probability of a Type II error (blue area) is the probability of accepting H0 when, in fact, μ = 22.015.