gmm-gendata {stochmod}R Documentation

Gaussian Mixture Models

Description

Generate data from a provided model.

Usage

GMM.genData( N, gmm )

Arguments

N Number of samples to generate
gmm The model of dimensionality p

Details

Mixture coefficients are used to decide which component each datapoint is generated from. Component mean and covariance matrix is then employed to generate the actual sample.

Value

[N x p] matrix of generated data samples

Author(s)

Artem Sokolov Artem.Sokolov@gmail.com


[Package stochmod version 1.2 Index]