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A random sample of 33 professional baseball salaries from 1985 through 2015 was selected. The league of the player (American or National) was also recorded. Salary (in thousands of dollars) and league are shown in the accompanying table. Test the hypothesis that there is a difference in the mean salary of players in each league. Assume the distributions are Normal enough to use the fest. Use a significance level of 0.05. Click the icon to view the data table. Determine the hypotheses for this test. Let pa be the population mean salary of players in the American League and let p. be the population mean salary of players in the National League. Choose the correct answer below. O A Ho Pa = In OB. Ho Ha Hn O C. Ho:Pa = In Ha - Pa Pa HaHa > Un OD. Ho Ha HD OE Ho- Ha * In OF. Ho Pa #In Ha Pa Pa Find the test statistic for this test. 1=(Round to two decimal places as needed.) Find the p-value for this test. p-value = (Round to three decimal places as needed.) Data table What is the conclusion for this test? Full Data Set O A. Do not reject Ho. The difference in the mean salary of players in each league are significantly different. League Salary League Salary National 160 American 675 O B. Do not reject Ho; The difference in the mean salary of players in each league are not significantly different. American 240 National 870 National 240 National 270 O C. Reject Ho- The difference in the mean salary of players in each league are not significantly different. American 262.5 National 140 D. Reject Ho. The difference in the mean salary of players in each league are significantly different. American 250 150 American 76 National 900 American 1083.3 National 325 National 175 American 380 National 975 National 537.5 American 685 National 656.3 National 1713.3 National 1137 National 440 American 670 National 200 American 575 American 250 National 130 American 660 American 885 National 975 American 766 7 National 340