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Multivariate non-normal distributions and models of dependency

Multivariate non-normal distributions and models of dependency

The univariate and multivariate normal distributions play a central role in statistical modeling.However, there are many natural phenomena that do not behave according to the normal law.In particular, there is a need to model multivariate binomial, Poisson, exponential, gamma, and beta distributions, for example.There are many ways to create bivariate …