Whenever we talk about the probability distribution of data having more than one feature, we have only one option i-e multivariate normal distribution. Is there any other probability distribution model exist for multivariate data? If yes, then how can we find its parameters using MLE in MATLAB
Is there any other probability distribution model than gaussian for multivariate data
machine learning;statistics;matlab;probability;descriptive statistics
There are quite a number of multivariate distributions, in theory. At the outset, we categorize them as multivariate discrete distributions and multivariate continuous distributions. To start with, you may explore the following link for :multivariate discrete distributions and the following for multivariate continuous distributions.There are entire volumes printed on the subject, for example, books by:  N. Balakrishnan, Norman L Johnson, and Samuel Kotz and these books are published by John Wiley and Sons, Inc.