After a short introduction on generalities about probability distributions, the book consists of 40 chapters describing in alphabetical order individual distributions commonly encountered in applications. It is a substantially revised edition with, in particular, new diagrams and a longer treatment of the Weibull distribution in its two, three and five parameter forms. With two exceptions the distributions are univariate, i.e. one-dimensional.
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Nick Evans (2000) studied this question.