Use the Following Information for Questions:
a Researcher Wants $µ_1$

Multiple Choice

Use the following information for questions:
A researcher wants to assess if there is a difference in the average age of onset of a certain disease for men and women who get the disease. Let $µ_1$ = average age of onset for women and $µ_2$ = average age of onset for men. A random sample of 30 women with the disease showed an average age of onset of 83 years, with a sample standard deviation of 11.5 years. A random sample of 20 men with the disease showed an average age of onset of 77 years, with a sample standard deviation of 4.5 years. Assume that ages at onset of this disease are normally distributed for each gender, do not assume the population variances are equal, and use the conservative "by hand" estimate for the degrees of freedom.
-For a significance level of $\alpha$ = 0.05, are the results statistically significant?

A) No, results are not statistically significant because the p-value < 0.05.
B) Yes, results are statistically significant because the p-value < 0.05.
C) No, results are not statistically significant because the p-value > 0.05
D) Yes, results are statistically significant because the p-value > 0.05.