mkhmmvb: Make an instance of "HMMVB" class.

In HDclust: Clustering High Dimensional Data with Hidden Markov Model on Variable Blocks

Make an instance of "HMMVB" class.

Description

This function creates an instance of "HMMVB" class. The function is called inside C code during HMMVB model training. It is not meant to be called by users.

Usage

mkhmmvb(VbStructure, HmmChain, BIC, diagCov, Loglikehd)

Arguments

VbStructure	An object of class 'VB' that contains variable block structure.
HmmChain	A list of objects of class 'HMM' with trained Hidden Markov Models for each variable block.
BIC	BIC value for provided variable block structure or optimal BIC value for found variable block structure.
diagCov	A logical value indicating whether or not covariance matrices for mixture models are diagonal.
Loglikehd	Loglikelihood value for each data point

Value

An instance of class "HMMVB"

HDclust documentation built on Sept. 20, 2024, 5:09 p.m.