We test

t=xˉyˉsx2nx+sy2nyt=\frac{\bar x-\bar y}{\sqrt{\frac{s_x^2}{n_x} + \frac{s_y^2}{n_y}}}

whose null distribution can be approximated by tvt_v distribution, where

v=(sx2nx+sy2ny)2(sx2nx)2/(nx1)+(sy2ny)2/(ny1)v=\frac{(\frac{s_x^2}{n_x} + \frac{s_y^2}{n_y})^2}{(\frac{s_x^2}{n_x})^2/(n_x-1) + (\frac{s_y^2}{n_y})^2/(n_y-1)}

Decision Rule: reject H0H_0 if t>tv,αt\gt t_{v,\alpha} in (i)