
Accession Number : ADA309554
Title : Derivation of Recursive Update Equations for Joint Representation Mixture Models.
Descriptive Note : Technical rept.,
Corporate Author : NAVAL SURFACE WARFARE CENTER DAHLGREN DIV VA
Personal Author(s) : Rogers, George W. ; Lorey, Richard A.
PDF Url : ADA309554
Report Date : SEP 1995
Pagination or Media Count : 31
Abstract : The joint representation mixture model is defined, likelihood functions corresponding to different levels of data categorization with respect to class are presented along with the iterative expectationmaximization (EM) equations, and the resultant recursive EM equations are derived.
Descriptors : *MATHEMATICAL MODELS, *MAXIMUM LIKELIHOOD ESTIMATION, *PROBABILITY DENSITY FUNCTIONS, DATA BASES, ALGORITHMS, PARAMETRIC ANALYSIS, MULTIVARIATE ANALYSIS, STATISTICAL DATA, APPROXIMATION(MATHEMATICS), RECURSIVE FUNCTIONS, NORMAL DISTRIBUTION.
Subject Categories : Statistics and Probability
Distribution Statement : APPROVED FOR PUBLIC RELEASE