R/simData.R

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

#' A Simulated Dataset from a Matrix-Variate t Hidden Markov Model
#'
#' A simulated dataset generated from a matrix-variate t Hidden Markov Model with 2 states and an EE - EE covariance structure.
#'
#' @usage data(simData)
#' @format A list containing two elements:
#' \describe{
#'   \item{1)}{An array with \code{p = 2} variables in the rows, \code{r = 3} variables in the columns, \code{num = 50} matrices, and \code{t = 3} time points.}
#'   \item{2)}{An \code{num} x \code{t} matrix containing the state memberships.}
#' }
"simData"