  Most of the characterizations of probability distributions are based on
properties of functions of possibly independent random variables. We
investigate characterizations of probability distributions through properties
of minima or maxima of max-independent, min-independent and quasi-independent
random variables generalizing the results from independent random variables of
Kotlarski (1978), Prakasa Rao (1992) and Klebanov (1973).
