A researcher is interested if more people ride the subway in New York, Chicago or London. The researcher gathers data from the past 5 years to evaluate which city see's more daily riders. What statistical test would the researcher use to evaluate their hypothesis?
a. paired sample t-test
b. independent sample
c. t-test f-test
d. z-test