Calculates the likelihood for a given dataset for a GMM

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Description

Calculates the likelihood for a given dataset for a GMM

Usage

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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

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# 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)