Gilbert Saporta

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All published works

Action	Title	Year	Authors
+	Old and New Perspectives on Optimal Scaling	2023	Hervé Abdi Agostino Di Ciaccio Gilbert Saporta
+ PDF Chat	Codage optimal : nouveaux regards sur un ancien problème	2022	Gilbert Saporta
+	Sparse Correspondence Analysis for Contingency Tables	2021	Gilbert Saporta
+	Gilbert Saporta : un parcours éclectique: Analyse, fouille, science des données	2020	Gilbert Saporta Gilles Stoltz
+	Gilbert Saporta : un parcours éclectique, Statistique et Société, volume 8, n°1	2020	Gilbert Saporta Gilles Stoltz
+ PDF Chat	Gilbert Saporta : An eclectic career – Data analysis, data mining, data science	2020	Gilbert Saporta Gilles Stoltz
+	Ultra-high dimensional variable screening via Gram–Schmidt orthogonalization	2020	Huiwen Wang Ruiping Liu Shanshan Wang Zhichao Wang Gilbert Saporta
+ PDF Chat	A robust spatial autoregressive scalar-on-function regression with t-distribution	2020	Tingting Huang Gilbert Saporta Huiwen Wang Shanshan Wang
+	Sparse Correspondence Analysis for Contingency Tables	2020	Ruiping Liu Ndèye Niang Gilbert Saporta Huiwen Wang
+	Spatial partial least squares autoregression: Algorithm and applications	2018	Huiwen Wang Jie Gu Shanshan Wang Gilbert Saporta
+ PDF Chat	SFLM: A mix of a Functional Linear Model and of a Spatial Autoregressive Model for spatially correlated functional data	2018	Tingting Huang Gilbert Saporta Huiwen Wang Shanshan Wang
+ PDF Chat	From Conventional Data Analysis Methods to Big Data Analytics	2018	Gilbert Saporta
+	Spatial Functional Linear Model and its Estimation Method	2018	Tingting Huang Gilbert Saporta Huiwen Wang Shanshan Wang
+	Variable selection for multiply-imputed data with penalized generalized estimating equations	2017	Julia Geronimi Gilbert Saporta
+	Quelle statistique pour le Big Data ? Un entretien avec Gilbert Saporta	2017	Gilbert Saporta
+	Variable selection for longitudinal biomarkers constrained by a detection limit	2016	Julia Geronimi Gilbert Saporta
+	The Multiple Facets of Partial Least Squares Methods	2016	Hervé Abdi Vincenzo Esposito Vinzi Gilbert Saporta Giorgio Russolillo Laura Trinchera
+	Variable selection for multiply imputed data with penalized generalized estimating equations	2016	Julia Geronimi Gilbert Saporta
+ PDF Chat	Some Sparse Methods for High Dimensional Data	2016	Gilbert Saporta Anne Bernard Stéphanie Bougeard Ndèye Niang Cristian Preda
+ PDF Chat	Generalizing Partial Least Squares and Correspondence Analysis to Predict Categorical (and Heterogeneous) Data	2015	Hervé Abdi Derek Beaton Gilbert Saporta
+ PDF Chat	The Effect of Missing Visits on GEE, a Simulation Study	2015	Julia Geronimi Gilbert Saporta
+	A Conversation with Jean‐Louis Bodin	2014	Gilbert Saporta
+ PDF Chat	A simple and robust scoring technique for binary classification	2014	Charles Gomes Hisham Noçairi Marie Thomas Jean-François Collin Gilbert Saporta
+	Data Mining and Official Statistics: The Past, the Present and the Future	2014	Hossein Hassani Gilbert Saporta Emmanuel Sirimal Silva
+ PDF Chat	From Sparse Regression to Sparse Multiple Correspondence Analysis	2013	Gilbert Saporta
+ PDF Chat	Stacking prediction for a binary outcome	2012	Charles Gomes Hisham Noçairi Marie Thomas Fabien Ibanez Jean-François Collin Gilbert Saporta
+	Analyse statistique des données longitudinales	2010	Jean-Jacques Droesbeke Gilbert Saporta
+ PDF Chat	Détermination du nombre de classes dans les méthodes de bipartitionnement	2010	Malika Charrad Yves Lechevallier Gilbert Saporta Mohamed Ben Ahmed
+ PDF Chat	Anticipated and Adaptive Prediction in Functional Discriminant Analysis	2010	Cristian Preda Gilbert Saporta Mohamed Hadj Mbarek
+ PDF Chat	A Clusterwise Center and Range Regression Model for Interval-Valued Data	2010	Francisco de A.T. de Carvalho Gilbert Saporta Danilo N. Queiroz
+ PDF Chat	The NIPALS Algorithm for Missing Functional Data	2010	Cristian Preda Gilbert Saporta Mohamed Hadj Mbarek
+ PDF Chat	PLS Regression with Functional Predictor and Missing Data	2009	Cristian Preda Gilbert Saporta Ben Hadj Mbarek
+ PDF Chat	Détermination du nombre des classes dans l’algorithmeCROKI2 de classification croisée	2009	Malika Charrad Yves Lechevallier Gilbert Saporta Mohamed Ben Ahmed
+ PDF Chat	Comparing partitions of different units based on same questionnaire	2009	Genane Youness Gilbert Saporta
+ PDF Chat	Principal Component Analysis: Application to Statistical Process Control	2009	Gilbert Saporta Ndèye Niang
+ PDF Chat	Models for Understanding Versus Models for Prediction	2008	Gilbert Saporta
+ PDF Chat	Multiple Imputation and Multidimensional Scaling Applied to a k-means Method	2008	Ana Lorga da Silva Gilbert Saporta Helena Bacelar‐Nicolau
+ PDF Chat	Discriminant analysis on functional data	2007	Gilbert Saporta
+	Model Selection and Predictive Inference	2007	Gilbert Saporta
+ PDF Chat	PLS classification of functional data	2007	Cristian Preda Gilbert Saporta Caroline Lévéder
+ PDF Chat	Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification	2007	Arthur Tenenhaus Alain Giron Emmanuel Viennet Michel Béra Gilbert Saporta Bernard Fertil
+ PDF Chat	Anticipated prediction in discriminant analysis on functional data for binary response	2006	Damiana Costanzo Cristian Preda Gilbert Saporta
+	New techniques to compare partitions of different units based on same surveys	2005	Genane Youness Gilbert Saporta
+ PDF Chat	Clusterwise PLS regression on a stochastic process	2004	Cristian Preda Gilbert Saporta
+	Missing Data and Imputation Methods in Partition of Variables	2004	Ana Lorga da Silva Gilbert Saporta Helena Bacelar‐Nicolau
+ PDF Chat	The St@Tnet Project for Teaching Statistics	2004	Gilbert Saporta Marc Bourdeau
+	St@tNet: an assessment and new developments	2003	Gilbert Saporta Marc Bourdeau
+ PDF Chat	A control chart approach to select eigenvalues in principal component and correspondence analysis	2003	Gilbert Saporta
+ PDF Chat	Discussion on IPM 71: Educational implications of statistical method and modelling developments in psychometry	2003	Gilbert Saporta
+	A Simple Rule for the Selection of Principal Components	2003	Dimitris Karlis Gilbert Saporta Antonis Spinakis
+ PDF Chat	On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models	2003	Salwa Benammou Gilbert Saporta
+ PDF Chat	St@tNet, An Internet Based Software For Teaching Introductory Statistics	2002	Gilbert Saporta
+	Missing Data in Hierarchical Classification of Variables — a Simulation Study	2002	Ana Lorga da Silva Helena Bacelar‐Nicolau Gilbert Saporta
+ PDF Chat	Régression PLS sur un processus stochastique	2002	Cristian Preda Gilbert Saporta
+	Multivariate total quality control : foundation and recent advances	2002	Carlo di Lauro Jaromı́r Antoch Vincenzo Esposito Vinzi Gilbert Saporta
+ PDF Chat	On a statistical Sofware package for non-expert users	2001	Dimitris Karlis Gilbert Saporta Antonis Spinakis Panagiota Anastasiou Luan Jaupi Pierre-Louis Gonzalez
+ PDF Chat	Data Mining and Official Statistics	2000	Gilbert Saporta
+ PDF Chat	Teaching Statistics with Internet: Available Resources and the St@tNet Project	2000	Gilbert Saporta
+ PDF Chat	Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet Project	1999	Gilbert Saporta
+	The Analysis of Proximity Data. B. S. Everitt and S. Rabe-Hesketh, Arnold, London, 1997. No. of pages: ix+178. Price: £35. ISBN 0-340-67776-7	1999	Gilbert Saporta
+ PDF Chat	Computer assisted training in statistics : internet and multimedia : a survey of existing tools	1998	Annie Morin Gilbert Saporta Antonis Spinakis
+ PDF Chat	The unexploited mines of academic and official statistics	1998	Gilbert Saporta
+ PDF Chat	Data Fusion: a new method based on Homogeneity Analysis	1997	Gilbert Saporta Vila Co
+	Control Charts for Multivariate Processes Based on Influence Functions	1997	Luan Jaupi Gilbert Saporta
+ PDF Chat	A General Family Of Probability Distributions	1995	Gilbert Saporta Vasile Preda
+ PDF Chat	A General Family Of Probability Distributions	1995	Gilbert Saporta Vasile Preda
+	Multivariate Process Control Through the Means of Influence Functions	1994	Luan Jaupi Gilbert Saporta
+	A computer aided software for teaching statistics	1993	Michel Janvier Gilbert Saporta Eric Verdoire
+ PDF Chat	El Analisis Discriminante	1992	Gilbert Saporta
+ PDF Chat	Book reviews	1986	Frank Critchley Lawrence E. Jones Hubert Feger Tapas K. Sen David L. Swofford Arthur J. Kendall Frank Critchley W. H. Day Gilbert Saporta George F. Estabrook
+	Data analysis for numerical and categorical individual time‐series	1985	Gilbert Saporta
+ PDF Chat	About Fuzzy Discrimination	1982	Johanna Gautier Gilbert Saporta
+	Relationships between several sets of variables and scaling of categorical data	1975	Gilbert Saporta

Common Coauthors

Coauthor	Papers Together
Cristian Preda	8
Shanshan Wang	5
Huiwen Wang	4
Ndèye Niang	3
Luan Jaupi	3
Ana Lorga da Silva	3
Gilles Stoltz	3
Hervé Abdi	3
Tingting Huang	3
Antonis Spinakis	3
Julia Geronimi	3
Helena Bacelar‐Nicolau	3
Mohamed Hadj Mbarek	2
Dimitris Karlis	2
Vasile Preda	2
Marc Bourdeau	2
Hisham Noçairi	2
Jean-François Collin	2
Malika Charrad	2
Vincenzo Esposito Vinzi	2
Huiwen Wang	2
Marie Thomas	2
Genane Youness	2
Charles Gomes	2
Mohamed Ben Ahmed	2
Yves Lechevallier	2
Agostino Di Ciaccio	1
Julia Geronimi	1
Francisco de A.T. de Carvalho	1
Fabien Ibanez	1
Arthur Tenenhaus	1
W. H. Day	1
Annie Morin	1
Bernard Fertil	1
Giorgio Russolillo	1
Arthur J. Kendall	1
Zhichao Wang	1
Ruiping Liu	1
Jie Gu	1
Lawrence E. Jones	1
Jean-Jacques Droesbeke	1
Carlo di Lauro	1
Tapas K. Sen	1
Michel Janvier	1
Ruiping Liu	1
Laura Trinchera	1
Ben Hadj Mbarek	1
Jaromı́r Antoch	1
Eric Verdoire	1
Vila Co	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Principal component estimation of functional logistic regression: discussion of two different approaches	2004	Manuel Escabias Ana M. Aguilera Mariano J. Valderrama	6
+	Partial least squares for discrimination	2003	Matthew L Barker William S. Rayens	5
+	An approximated principal component prediction model for continuous-time stochastic processes	1997	Ana M. Aguilera F. Ocaña Mariano J. Valderrama	4
+ PDF Chat	Generalized Linear Models with Functional Predictors	2002	Gareth James	4
+	Functional linear model	1999	Hervé Cardot Frédéric Ferraty Pascal Sarda	4
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	4
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	4
+ PDF Chat	Methodology and convergence rates for functional linear regression	2007	Peter Hall Joël L. Horowitz	3
+	Functional Data Analysis	2005	J. O. Ramsay	3
+	Functional Data Analysis	1997	J. O. Ramsay Bernard W. Silverman	3
+	Regression models for functional data by reproducing kernel Hilbert spaces methods	2006	Cristian Preda	3
+	PLS generalised linear regression	2004	Philippe Bastien Vincenzo Esposito Vinzi Michel Tenenhaus	3
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	3
+	Curves discrimination: a nonparametric functional approach	2003	Frédéric Ferraty Philippe Vieu	3
+	Multimedia for Teaching Statistics: Promises and Pitfalls	1996	Paul F. Velleman David S. Moore	3
+	Applied Functional Data Analysis: Methods and Case Studies	2002	J. O. Ramsay Bernard W. Silverman	3
+	Influence in principal components analysis	1985	Frank Critchley	3
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	3
+	Cross-Validation in Principal Component Analysis	1987	W. J. Krzanowski	2
+	A Probabilistic Theory of Pattern Recognition	1996	Luc Devroye László Györfi Gábor Lugosi	2
+ PDF Chat	Prediction of functional data with spatial dependence: a penalized approach	2016	M. Carmen Aguilera‐Morillo Maŕıa Durbán Ana M. Aguilera	2
+	Functional Classification in Hilbert Spaces	2005	Gérard Biau Florentina Bunea Marten Wegkamp	2
+ PDF Chat	PLS classification of functional data	2007	Cristian Preda Gilbert Saporta Caroline Lévéder	2
+ PDF Chat	Functional Linear Discriminant Analysis for Irregularly Sampled Curves	2001	Gareth James Trevor Hastie	2
+	Kernel partial least squares regression in reproducing kernel hilbert space	2002	Roman Rosipal Leonard J. Trejo	2
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger	2
+	The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses	1984	Svante Wold Axel Ruhe Herman Wold William J. Dunn	2
+ PDF Chat	St@tNet, An Internet Based Software For Teaching Introductory Statistics	2002	Gilbert Saporta	2
+	Studies in the Robustness of Multidimensional Scaling: Perturbational Analysis of Classical Scaling	1979	Robin Sibson	2
+ PDF Chat	None	1996	Leo Breiman	2
+	Penalized Estimating Equations	2003	Wenjiang J. Fu	2
+	Akaike's Information Criterion in Generalized Estimating Equations	2001	Wei Pan	2
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	2
+	Estimation in generalized linear models for functional data via penalized likelihood	2003	Hervé Cardot P. Sardá	2
+	A rationale and test for the number of factors in factor analysis	1965	John L. Horn	2
+	Identifiablity of Models for Clusterwise Linear Regression	2000	Christian Hennig	2
+ PDF Chat	Generalized functional linear models	2005	Hans–Georg Müller Ulrich Stadtmüller	2
+	Nonparametric functional data analysis : theory and practice	2006	Frédéric Ferraty Philippe Vieu	2
+	Working‐correlation‐structure identification in generalized estimating equations	2008	Lin‐Yee Hin You‐Gan Wang	2
+ PDF Chat	Régression PLS sur un processus stochastique	2002	Cristian Preda Gilbert Saporta	2
+	Robust Statistics: The Approach Based on Influence Functions	1987	David Ruppert Frank R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	2
+	PLS regression methods	1988	Agnar Höskuldsson	2
+	17 Multivariate process control	1988	Frank B. Alt Nancy D. Smith	2
+	Sensitivity analysis in principal component analysis:influence on the subspace spanned by principal components.	1988	Yukata Tanaka	2
+	Some Tools for Functional Data Analysis	1991	J. O. Ramsay Connor J. Dalzell	2
+	Functional data analysis with application to periodically stimulated foetal heart rate data. II: Functional logistic regression	2002	Sarah J. Ratcliffe Gillian Z. Heller Leo R. Leader	2
+	The<i>R</i>Package<b>geepack</b>for Generalized Estimating Equations	2006	Ulrich Halekoh Søren Højsgaard Jun Yan	2
+ PDF Chat	On the “degrees of freedom” of the lasso	2007	Hui Zou Trevor Hastie Robert Tibshirani	2
+ PDF Chat	Model Selection and Estimation in Regression with Grouped Variables	2005	Ming Yuan Yi Lin	2
+	Cross-Validatory Estimation of the Number of Components in Factor and Principal Components Models	1978	Svante Wold	2