Answer
a) the two-sample t-test.
Work Step by Step
Two sample Student's t-distribution (or simply the t-distribution) is any member of a family of continuous probability distributions that arises when estimating the mean of a normally distributed population in situations where the sample size is small and population standard deviation is unknown with data from two independent populations
We have two independent populations here females and males.