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authIdHal_s : jerome-saracco
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Régression inverse par tranches sur flux de données

Marie Chavent , Stéphane Girard , Vanessa Kuentz , Benoit Liquet , Thi Mong Ngoc Nguyen , et al.
44e Journées de Statistique, May 2012, Bruxelles, Belgique. 7 p
Conference papers hal-00736584v1
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A sliced inverse regression approach for data stream

Marie Chavent , Stéphane Girard , Vanessa Kuentz , Benoit Liquet , Thi Mong Ngoc Nguyen , et al.
Computational Statistics, 2014, 29 (5), pp.1129-1152. ⟨10.1007/s00180-014-0483-4⟩
Journal articles hal-01139870v4
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A semiparametric approach for a multivariate sample selection model

Marie Chavent , Benoit Liquet , Jérôme Saracco
Statistica Sinica, 2010, 20 (2), pp.513-536
Journal articles inserm-00367315v1
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An adaptive SIR method for block-wise evolving data streams

Marie Chavent , Stéphane Girard , Vanessa Kuentz , Benoit Liquet , Thi Mong Ngoc Nguyen , et al.
ASMDA 2011 - XIVth International Symposium of Applied Stochastic Models and Data Analysis, Jun 2011, Rome, Italy. pp.257-264
Conference papers hal-00601924v1
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Selection between proportional and stratified hazards models based on expected log-likelihood

Benoit Liquet , Jérôme Saracco , Daniel Commenges
Computational Statistics, 2007, 22 (4), pp.619-634. ⟨10.1007/s00180-007-0079-3⟩
Journal articles inserm-00366565v1
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A Semiparametric Approach to Estimate Reference Curves for Biophysical Properties of the Skin

Jérôme Saracco , Ali Gannoun , Christine Guinot , Benoit Liquet
Hardle W, Mori Y, Vieu P. Statistical Methods for Biostatistics and Related Fields, Springer, pp.181-205, 2007
Book sections inserm-00367495v1
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Application of the Bootstrap Approach to the Choice of Dimension and the alpha Parameter in the SIRa Method alpha

Benoit Liquet , Jérôme Saracco
Communications in Statistics - Simulation and Computation, 2008, 37 (6), pp.1198-1218. ⟨10.1080/03610910801889011⟩
Journal articles inserm-00367120v1
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Data-Driven Sparse Partial Least Squares

Hadrien Lorenzo , Olivier Cloarec , Rodolphe Thiébaut , Jérôme Saracco
Statistical Analysis and Data Mining, 2021, ⟨10.1002/sam.11558⟩
Journal articles hal-03368956v1
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Combining clustering of variables and feature selection using random forests

Marie Chavent , Robin Genuer , Jerome Saracco
Preprints, Working Papers, ... hal-01345840v3
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Pooled marginal slicing approach via SIR a with discrete covariables

Benoit Liquet , Jérôme Saracco
Computational Statistics, 2007, pp.599-617. ⟨10.1007/s00180-007-0078-4⟩
Journal articles inserm-00366569v1