LogLikelihoodExact: Calculate the log likelihood

In sparktseung/LRMoE: Logit-Weighted Reduced Mixture-of-Experts

Calculate the log likelihood

Description

Calculate the log likelihood based on the observations, gate matrix, model matrix and exposure matrix.

Usage

LogLikelihoodExact(Y, gate, model, exposure)

Arguments

Y	(matrix) The numerical observation matrix with IxJ dimentions
gate	(matrix) The numerical gate matrix with IxD dimentions
model	(ExpertMatrix) The JxD ExpertMatrix S6 Class which contained ExpertFunctions
exposure	(matrix) The Ix1 numerical vector which specify the exposure for each observation.

sparktseung/LRMoE documentation built on March 21, 2022, 3:22 a.m.