R/data-toydataset.R

In fchamroukhi/mixRHLP: Mixture of Regression Models with Hidden Logistic Processes ('mixRHLP') for Simultaneous Curve Clustering and Segmentation

#' A dataset composed of simulated time series with regime changes.
#'
#' A dataset composed of 30 simulated time series with regime changes.
#'
#' @format A data frame with 350 rows and 31 variables:
#' \describe{
#'   \item{x}{The covariate variable which is the time in that case.}
#'   \item{y1}{Times series with a wave form shape and for which a normally
#'     distributed random noise has been added.}
#'   \item{y2}{Same as \code{y1}.}
#'   \item{y3}{Same as \code{y1}.}
#'   \item{y4}{Same as \code{y1}.}
#'   \item{y5}{Same as \code{y1}.}
#'   \item{y6}{Same as \code{y1}.}
#'   \item{y7}{Same as \code{y1}.}
#'   \item{y8}{Same as \code{y1}.}
#'   \item{y9}{Same as \code{y1}.}
#'   \item{y10}{Same as \code{y1}.}
#'   \item{y11}{Time series generated as follows:
#'     \itemize{
#'       \item  First regime: 120 values of Normally distributed random numbers
#'         with mean 5 and variance 1.
#'       \item Second regime: 70 values of Normally distributed random numbers
#'         with mean 7 and variance 1.
#'       \item Third regime: 160 values of Normally distributed random numbers
#'         with mean 5 variance 1.
#'     }
#'   }
#'   \item{y12}{Same as \code{y11}.}
#'   \item{y13}{Same as \code{y11}.}
#'   \item{y14}{Same as \code{y11}.}
#'   \item{y15}{Same as \code{y11}.}
#'   \item{y16}{Same as \code{y11}.}
#'   \item{y17}{Same as \code{y11}.}
#'   \item{y18}{Same as \code{y11}.}
#'   \item{y19}{Same as \code{y11}.}
#'   \item{y20}{Same as \code{y11}.}
#'   \item{y21}{Time series generated as follows:
#'     \itemize{
#'       \item  First regime: 80 values of Normally distributed random numbers
#'         with mean 7 variance 1.
#'       \item Second regime: 130 values of Normally distributed random numbers
#'         with mean 5 variance 1.
#'       \item Third regime: 140 values of Normally distributed random numbers
#'         with mean 4 variance 1.
#'     }
#'   }
#'   \item{y22}{Same as \code{y21}.}
#'   \item{y23}{Same as \code{y21}.}
#'   \item{y24}{Same as \code{y21}.}
#'   \item{y25}{Same as \code{y21}.}
#'   \item{y26}{Same as \code{y21}.}
#'   \item{y27}{Same as \code{y21}.}
#'   \item{y28}{Same as \code{y21}.}
#'   \item{y29}{Same as \code{y21}.}
#'   \item{y30}{Same as \code{y21}.}
#' }
#'
"toydataset"