simData2 {MatrixHMM} | R Documentation |
A Simulated Dataset with Atypical Matrices
Description
A simulated dataset containing atypical matrices. The data are initially generated from a matrix-variate normal Hidden Markov Model with 2 states and an EE - EE covariance structure. Atypical matrices are then introduced by randomly replacing some of the original matrices with values from a uniform distribution.
Usage
data(simData2)
Format
A list containing three elements:
- 1)
An array with
p = 2
variables in the rows,r = 3
variables in the columns,num = 50
matrices, andt = 3
time points.- 2)
An
num
xt
matrix containing the state memberships.- 3)
An
num
xt
matrix identifying the atypical matrices, where atypical matrices are coded with a 1.
[Package MatrixHMM version 1.0.0 Index]