internal-bootPLS: Internal bigPLS functions

In bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions

Internal bigPLS functions

Description

These are not to be called by the user.

Author(s)

Jérémy Magnanensi, Frédéric Bertrand
[e-mail]
https://fbertran.github.io/homepage/

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, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/978-3-319-40643-5_18")}

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. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1007/s11222-016-9651-4")}

New developments in Sparse PLS regression, J. Magnanensi, M. Maumy-Bertrand, N. Meyer and F. Bertrand, (2021), Frontiers in Applied Mathematics and Statistics, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.3389/fams.2021.693126")}
.

bootPLS documentation built on Sept. 30, 2024, 9:13 a.m.