1. The problem statement, all variables and given/known data My question is why is the assumption necessary to make? (Please see the image). 2. Relevant equations 3. The attempt at a solution We can easily proceed by treating the two samples as two different population, find their individual unbiased estimate of variance and then use the combined estimate to apply the Central Limit Theroem. So why assume the variances of both samples is equal?