On discrimination of the types of distributions

Methods invariant with respect to shift and scaling transformations (Lehman integral ratio test and likelihood ratio test) used for discriminating among different families of distributions are considered. The use of these methods for discriminatory analysis of pairs of familiar distributions (normal - exponential; uniform - exponential; normal - Laplace; normal - Cauchy; lognormal - Weibull - Gnedenko) is demonstrated.