In StatCrunch Assignment (the one you have already completed)you selected a random sampleof 30 StatCrunch U students and then downloaded data on their responses to a survey. Use thatfile for this discussion activity.Suppose you want to compare the amount of student loan debt for males and females atStatCrunch U. The null hypothesis for this problem would be that there is no difference in themean amounts of student loan debt for males and females and the alternate hypotheses would bethat there is a difference in mean amounts of student loan debt. Using the sample youdownloaded in StatCrunch, conduct a randomization test for two means with 3000randomizations. (Your input menu should be as follows.)post responses to the following:a) Paste the output from your randomization test hereb) What p-value did you get in your randomization? Explain in the context of theproblem what the p-value means.c) Do you think the data support the null hypothesis of no difference in mean student loandebt between males and females or the alternate hypothesis that there is a difference?Explain your answer.