simData2: A Simulated Dataset with Atypical Matrices

In MatrixHMM: Parsimonious Families of Hidden Markov Models for Matrix-Variate Longitudinal Data

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, and t = 3 time points.

2)

An num x t matrix containing the state memberships.

3)

An num x t matrix identifying the atypical matrices, where atypical matrices are coded with a 1.

MatrixHMM documentation built on Sept. 11, 2024, 8:19 p.m.