40 citations · 81 across the 10 of their papers we have counts for
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stat.CO2015★ 4 cited
AcSel: selecting variables with accuracy in correlated datasets
Jung Nicolas, Frédéric Bertrand, Myriam Maumy-Bertrand
With the emergence of high-throughput technologies, it is possible to measure large amounts of data relatively at low cost. Such situations arise in many fields from sciences to hu…
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…