R/datasets.R

In bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions

#' Simulated dataset for gamma family based PLSR
#' 
#' This dataset provides a simulated dataset for gamma family based PLSR that was created with the \code{simul_data_UniYX_gamma} function.
#' 
#' 
#' @name datasim
#' @docType data
#' @format A data frame with 200 observations on the following 8 variables.
#' \describe{ 
#' \item{Ygamma}{a numeric vector} 
#' \item{X1}{a numeric vector} 
#' \item{X2}{a numeric vector} 
#' \item{X3}{a numeric vector} 
#' \item{X4}{a numeric vector} 
#' \item{X5}{a numeric vector} 
#' \item{X6}{a numeric vector} 
#' \item{X7}{a numeric vector} 
#' \item{X8}{a numeric vector} 
#' }
#' 
#' @keywords datasets
#' @examples
#' 
#' \donttest{
#' data(datasim)
#' X_datasim_train <- datasim[1:140,2:8]
#' y_datasim_train <- datasim[1:140,1]
#' X_datasim_test <- datasim[141:200,2:8]
#' y_datasim_test <- datasim[141:200,1]
#' rm(X_datasim_train,y_datasim_train,X_datasim_test,y_datasim_test)
#' }
#' 
NULL