Science undergraduates. We want to see if there is a difference in the GPAs for the two groups of students. The computer output from our analysis is below:Two-Sample T-Test and CI: GPA, Gender Gender N Mean StDev SE MeanFemale 126 3.277 0.469 0.042Male 99 3.205 0.455 0.046Difference = mu (Female) - mu (Male)Estimate for difference: 0.07137195% CI for difference: (-0.051222, 0.193964)T-Test of difference = 0 (vs not =): T-Value = 1.15 P-Value = 0.252 a.What is the response variable?b.What is the explanatory variable?c.What type of data is the response variable? Measurement or categorical?d.What population value will be used in our hypotheses? Population mean or Population proportion?e.What type of samples do we have? Dependent (matched pairs) or Independentf.What type of study is this? Observational or Randomized Experimentg.What are the null and alternative hypotheses?
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