R/bootPLS-package.R

In bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions

#' @keywords internal
#' @aliases bootPLS-package bootPLS NULL
#'
#' @references A new bootstrap-based stopping criterion in PLS component construction,
#' J. Magnanensi, M. Maumy-Bertrand, N. Meyer and F. Bertrand (2016), in The Multiple Facets of Partial Least Squares and Related Methods, 
#' \doi{10.1007/978-3-319-40643-5_18}\cr
#' 
#' A new universal resample-stable bootstrap-based stopping criterion for PLS component construction,
#' J. Magnanensi, F. Bertrand, M. Maumy-Bertrand and N. Meyer, (2017), Statistics and Computing, 27, 757–774. 
#' \doi{10.1007/s11222-016-9651-4}\cr
#' 
#' New developments in Sparse PLS regression, J. Magnanensi, M. Maumy-Bertrand, 
#' N. Meyer and F. Bertrand, (2021), Frontiers in Applied Mathematics and Statistics, 
#' \doi{10.3389/fams.2021.693126}\cr
#' 
"_PACKAGE"

#' @importFrom graphics par strwidth
#' @importFrom stats binomial coef glm hat lm make.link median predict rgamma sd uniroot weighted.mean
#' @importFrom doParallel registerDoParallel stopImplicitCluster
#' @importFrom foreach foreach %dopar%
#'
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