bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions
Author:
Bertrand FredericORCID,
Magnanensi Jeremy,
Maumy-Bertrand MyriamORCID
Publisher
The R Foundation
Reference7 articles.
1. Bertrand F, Maumy-Bertrand M (2021). _Bootstrap Hyperparameter Selection for PLS Models and Extensions_. R package version 0.9.9, .
2. Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2016). "A new bootstrap-based stopping criterion in PLS component construction." _The Multiple Facets of Partial Least Squares and Related Methods_.
3. Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2017). "A new universal resample-stable bootstrap-based stopping criterion for PLS component construction." _Statistics and Compututing_.
4. Magnanensi J, Maumy-Bertrand M, Meyer N, Bertrand F (2021). "New developments in Sparse PLS regression." _Frontiers in Applied Mathematics and Statistics_.
5. A New Bootstrap-Based Stopping Criterion in PLS Components Construction