gmm-resp {stochmod}R Documentation

Gaussian Mixture Models

Description

Compute component responsibilities and posterior probabilities

Usage

GMM.resp( x, gmm )

Arguments

x [N x p] matrix of N samples in p dimensions
gmm Gaussian mixture model for K components with dimensionality p

Value

resp [N x K] matrix of component responsibilties
LL [N x 1] matrix of log-likelihood values for each sample

Author(s)

Artem Sokolov Artem.Sokolov@gmail.com


[Package stochmod version 1.2 Index]