likelihoodgmm {KSD} | R Documentation |
Calculates the likelihood for a given dataset for a GMM
Description
Calculates the likelihood for a given dataset for a GMM
Usage
likelihoodgmm(model = NULL, X = NULL)
Arguments
model |
: The Gaussian Mixture Model |
X |
(n by d): The dataset of interest, where n is the number of samples and d is the dimension |
Value
P (n by k) : The likelihood of each dataset belonging to each of the k component
Examples
# compute likelihood for a default 1-d gaussian mixture model
# and dataset generated from it
model <- gmm()
X <- rgmm(model)
p <- likelihoodgmm(model=model, X=X)
[Package KSD version 1.0.1 Index]