getNumst: Accessor for 'numst' slot

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

Description

This function outputs the number of states for each variable block in the variable block structure, the number of states of the HMM, or the number of states for each variable block of the HMM-VB.

Usage

getNumst(object)

## S4 method for signature 'VB'
getNumst(object)

## S4 method for signature 'HMM'
getNumst(object)

## S4 method for signature 'HMMVB'
getNumst(object)

Arguments

object

Object of class "VB", "HMM" or "HMMVB".

Examples

# accessing numst in instance of class VB
Vb <- vb(2, dim=10, bdim=c(4,6), numst=c(3,11), varorder=list(c(1:4),c(5:10)))
getNumst(Vb)

# accessing getNumst in instance of class HMM 
data("sim3")
Vb <- vb(2, dim=40, bdim=c(10,30), numst=c(3,5), varorder=list(c(1:10),c(11:40)))
set.seed(12345)
hmmvb <- hmmvbTrain(sim3[,1:40], VbStructure=Vb)
getNumst(getHmmChain(hmmvb)[[1]])  
    
# accessing numst in instance of class HMMVB 
data("sim3")
Vb <- vb(2, dim=40, bdim=c(10,30), numst=c(3,5), varorder=list(c(1:10),c(11:40)))
set.seed(12345)
hmmvb <- hmmvbTrain(sim3[,1:40], VbStructure=Vb)
getNumst(hmmvb)  
    

HDclust documentation built on May 2, 2019, 9:20 a.m.