The income of males and females in each state of the United States, including the District of Columbia and Puerto Ricois given in the two tables below.

Set up and run a test of hypothesis to determine ifthere is enough evidence to show thatthe mean income of malesis more thanthat of females?Use a level of significance of 1%.Specifically, do the following:

Problem 5. The income of males and females in each state ofthe United States, including the District of Columbia and Puerto Rico is given in the two tables below. Set up and run a test of hypothesis to determine if there is enough evidence to show that the mean income of males is more than that of females? Use a level ofsignicance Of1%. Specifically, do the following: (i) Write down the null and alternative hypotheses. (ii) Verify that the assumptions necessary to apply the test are satisfied. {iii} What is the test statistic and what is the p-yalue? (iv) State your conclusion. Table A: Data of Income for Males Table B: Data of Income for Females