4. In a recent publication, it was reported that the average highway gas mileage of tested models of a new car was 33.2 mpg with a standard deviation of 2.5 mpg, with the mileages approximately normally distributed.
H0 : µ = 33.2
Ha : µ < 33.2
Part a: Describe a Type II error in the context of the hypothesis test.
Part b: If a simple random sample of 100 cars is selected, what values of the sample mean ¯x would represent sufficient evidence to reject the null hypothesis at significance level α = 0.05?
Part c: If the actual population average gas mileage is 32.8 mpg, determine the probability that the null hypothesis will be rejected if a simple random sample of 100 cars is selected.
Part d: If the sample size were greater than 100 cars, what would happen to the probability in Part c? Explain your reasoning.
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