Methodology
The test that I choose is z-test. Since the sample size is quite large, according to the central limit theorem, the sample follows the normal distribution and z-test can be used. Furthermore, since the sample size is larger than 30, I choose the z-test over Mann-Whitney U test (Wilcoxian test) suggested by urm699 (my reviewer for HW4).