Information Theory and an Extension of the Maximum Likelihood Principle by Hirotogu Akaike


1. Introduction The problem of estimating the dimensionality of a model occurs in various forms in applied statistics. There is estimating the number of factor in factor analysis, estimating the degree of a polynomial describing the data, selecting the variables to be introduced in a multiple regression equation, estimating the order of an AR or MA time… (More)