8 citations · 14 across the 2 of their papers we have counts for
2 papers
stat.ME2016★ 6 cited
New developments in Sparse PLS regression
Jérémy Magnanensi, Myriam Maumy-Bertrand, Nicolas Meyer +1
Methods based on partial least squares (PLS) regression, which has recently gained much attention in the analysis of high-dimensional genomic datasets, have been developed since th…
stat.ME2015★ 8 cited
A new Universal Resample Stable Bootstrap-based Stopping Criterion in PLS Components Construction
Jérémy Magnanensi, Frédéric Bertrand, Myriam Maumy-Bertrand +1
We develop a new robust stopping criterion in Partial Least Squares Regressions (PLSR) components construction characterised by a high level of stability. This new criterion is def…