toydata: Toy example - observations for 5 correlated samples.

In CHMM: Coupled Hidden Markov Models

Description

A matrix containing the observations for the 1,000 positions of 5 correlated samples.

Format

A simulated matrix with 1000 rows and 5 columns. Each column is a series

Examples

data(toyexample)
# Variational inference of a coupled hidden Markov Chains
resCHMM <- coupledHMM(X = toydata, nb.states = 3, S = cor(toystatus),
                      omega.list = c(0.3, 0.5, 0.7, 0.9))
# Breakpoints positions and status of segments
info <- clusterseg(resCHMM$status)
# head(info)

Example output

CHMM documentation built on May 2, 2019, 7:01 a.m.