A marketing study was conducted to compare the mean age of male and female purchasers of a certain product. Random and independent samples were selected for both male and female purchasers of the product. It was desired to test to determine if the mean age of all female purchasers exceeds the mean age of all male purchasers. The sample data is shown here:

Female: n = 20, sample mean = 50.30, sample standard deviation = 13.215

Male: n = 20, sample mean = 39.80, sample standard deviation = 10.040

Calculate the value of the test statistic to use in this test of hypothesis.

A)p-value = 0.9977

B)p-value = 0.0023

C)0.01 < p-value < 0.02

D)0.005 < p-value < 0.01