Test statistic

t=xˉyˉsp2(1nx+1ny)t=\frac{\bar{x}-\bar{y}}{\sqrt{s_p^2(\frac{1}{n_x}+\frac{1}{n_y})}}

should follow tn2t_{n-2} distribution under H0H_0, where n=nx+nyn=n_x+n_y and the pool sample variance

sp2=(nx1)sx2+(ny1)sy2nx+ny2=i=1nx(xixˉ)2+j=1ny(yjyˉ)2nx+ny2s_p^2=\frac{(n_x-1)s_x^2 + (n_y-1)s_y^2}{n_x+n_y-2}=\frac{\sum_{i=1}^{n_x} (x_i-\bar{x})^2 + \sum_{j=1}^{n_y} (y_j-\bar{y})^2 }{n_x+n_y-2}

Decision Rule: reject H0H_0 if t>tn2,αt\gt t_{n-2,\alpha} in (i), t<tn2,αt\lt t_{n-2,\alpha} in (ii), t>tn2,α/2|t|\gt t_{n-2,\alpha/2} in (iii)