Multivariate Statistical Analysis－Multivariate Normal Distribution

Abstract

When a distribution such as the multivariate normal is assumed to hold for a population, estimates of the parameters are often found by the method of maximum likelihood The observation vectors X1,X2,…..,Xn are considered to be known and value of and are sought that maximize the joint density of the X’s, called the likelihood function