A survey of two-sample location-scale problem, asymptotic relative efficiencies of some rank tests

Here the parametric as well as the non parametric approach to the two-sample location-scale problem are reviewed. Special attention is paid to the quadratic form of the linear rank statistics for the location and the scale suggested by Lepage for testing this problem. Several such quadratic forms are compared through ARE computations.