Help with #8 please Use the following information to complete steps (a) through (d) below.A random sample of n, = 135 individuals results in x,= 40 successes. An independent sample of n, = 140 individuals results in x, = 60 successes. Does this represent sufficient evidence to conclude that p, < p, at the a = 0.10level of significance?.....(a) What type of test should be used?O A. A hypothesis test regarding the difference of two means using a matched-pairs design.B. A hypothesis test regarding the difference between two population proportions from dependent samples.C. A hypothesis test regarding two population standard deviations.D. A hypothesis test regarding the difference between two population proportions from independent samples.(b) Determine the null and alternative hypotheses. Choose the correct answer below.O A. Ho: P1 = p2; H1: P1 # P2B. Ho: P1 > P2; H: P1 P2(c) Use technology to calculate the P-value.(Round to three decimal places as needed.)(d) Draw a conclusion based on the hypothesis test. Choose the correct answer below.A. There is sufficient evidence to reject the null hypothesis because the P-value < a.B. There is not sufficient evidence to reject the null hypothesis because the P-value > a.C. There is not sufficient evidence to reject the null hypothesis because the P-value < a.D. There is sufficient evidence to reject the null hypothesis because the P-value > a.

The random variable is difference of two proportions. There are two independent samples. We have to test whether the population proportion 1 is greater than the population proportion 2 or not. This is z-test for two-proportions with left-tailed.(D). A hypothesis test regarding the difference between two population proportions from independent samples.The null and alternative hypotheses areThe value of the test statistic is z =-2.28.P-value = 0.011.Since p-value (=0.011) < α(=0.10), then reject the null hypothesis. Conclusion: (A). There is sufficient evidence to reject the null hypothesis because the P-value < α.