business analytics. please help with part b
A local college newsletter reported that the average American college student spends one hour (60 minutes) on a social media website daily. But you wonder if there is a difference between males and females. Attached below is a sample of 60 users of the website (30 males and 30 females) and their recorded daily time sp on the website. Complete (a) and (b) below. Click the icon to view the sample times. a. Assuming that the variances in the population of times spent on the website per day are equal, is there evidence of a difference in the mean time spent on the website per day between males and females? (Use a 0.05 level of significance.) Let u, be the mean daily time spent on the website for male college students and u2 be the mean daily time spent on the website for female college students. Determine the hypotheses. Choose the correct answer below. OA. HO- H1 # H2 YB. Ho- H1 = H2 Hy : H 1 = H2 Hy : 1 1 # H2 OC. HO H, SH2 OD. HO- H1 2 H2 Hy : H 1 > H2 Hy : 1 1 H 2 Determine the test statistic. tSTAT = 1.87 (Round to two decimal places as needed.) Find the p-value. i Sample times - X p-value = 0.067 (Round to three decimal places as needed.) Choose the correct conclusion below. Daily time spent (in minutes) on the website for 30 males 2 150 60 30 10 5 720 300 60 150 150 150 240 240 150 A. Do not reject Ho - There is insufficient evidence that the means differ. 45 90 210 30 120 35 60 60 60 15 30 30 120 100 Daily time spent (in minutes) on the website for 30 females O B. Reject Ho. There is insufficient evidence that the means differ. 30 60 15 30 30 180 60 120 150 10 120 60 60 90 180 O C. Reject Ho . There is sufficient evidence that the means differ. 75 60 60 270 90 30 30 60 120 60 20 150 15 90 30 O D. Do not reject Ho - There is sufficient evidence that the means differ. Print Done b. In addition to equal variances, what other assumption is necessary in (a)? O A. In addition to equal variances, it must be assumed that the sample means are equal. O B. In addition to equal variances, no other assumptions must be made because the sample sizes are large enough ( 230 for each sample). O C. In addition to equal variances, it must be assumed that the samples are specifically chosen and not independently sampled. O D. In addition to equal variances, it must be assumed that the population sizes are equal