210 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR17 papers
- Université de StrasbourgFR17 papers
- Institut de Chirurgie Guidée par l'ImageFR12 papers
- Laboratoire des Sciences de l'Ingénieur, de l'Informatique et de l'ImagerieFR7 papers
- InsermFR6 papers
- Institut de Recherche contre les Cancers de l’Appareil DigestifFR6 papers
- Institut de Recherche Mathématique AvancéeFR3 papers
- Cornell UniversityUS2 papers
- Hôpital Civil, StrasbourgFR2 papers
- Université de Technologie de TroyesFR2 papers
- University of EdinburghGB2 papers
- Aarhus University HospitalDK1 paper
Showing 2018 · stat.MEShow all
2 papers · 2 filters
stat.ME2018★ 40 cited
Determining the Number of Components in PLS Regression on Incomplete Data
Titin Agustin Nengsih, Frédéric Bertrand, Myriam Maumy-Bertrand +1
Partial least squares regression---or PLS---is a multivariate method in which models are estimated using either the SIMPLS or NIPALS algorithm. PLS regression has been extensively…
stat.ME2018★ 4 cited
selectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets
Ismaïl Aouadi, Nicolas Jung, Raphael Carapito +4
Motivation: With the growth of big data, variable selection has become one of the major challenges in statistics. Although many methods have been proposed in the literature their p…