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Author ID: saracco.jerome Recent zbMATH articles by "Saracco, Jérôme"
Published as: Saracco, Jérôme; Saracco, Jerome; Saracco, Jérome; Saracco, Jèrôme; Saracco, J.
External Links: MGP
Documents Indexed: 51 Publications since 1997
Co-Authors: 38 Co-Authors with 47 Joint Publications
511 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

45 Publications have been cited 282 times in 159 Documents Cited by Year
Nonparametric prediction by conditional median and quantiles. Zbl 1021.62075
Gannoun, Ali; Saracco, Jérôme; Yu, Keming
32
2003
An asymptotic theory for sliced inverse regression. Zbl 0954.62531
Saracco, Jérôme
24
1997
Asymptotics for pooled marginal slicing estimator based on SIR\(_\alpha\) approach. Zbl 1080.62008
Saracco, Jérôme
21
2005
An asymptotic theory for \(\text{SIR}_\alpha\) method. Zbl 1015.62036
Gannoun, Ali; Saracco, Jérôme
19
2003
Pooled slicing methods versus slicing methods. Zbl 1081.62527
Saracco, Jérôme
16
2001
Some extensions of multivariate sliced inverse regression. Zbl 1109.62041
Barreda, Laure; Gannoun, Ali; Saracco, Jérôme
15
2007
Non-parametric quantile regression with censored data. Zbl 1091.62027
Gannoun, Ali; Saracco, Jérôme; Yuan, Ao; Bonney, George E.
12
2005
A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Zbl 1304.65054
Liquet, Benoît; Saracco, Jérôme
10
2012
Sliced inverse regression in reference curves estimation. Zbl 1429.62138
Gannoun, Ali; Girard, Stéphane; Guinot, Christiane; Saracco, Jérôme
9
2004
Comparison of sliced inverse regression approaches for underdetermined cases. Zbl 1316.62068
Coudret, Raphaël; Liquet, Benoit; Saracco, Jérôme
9
2014
Application of the bootstrap approach to the choice of dimension and the \(\alpha\) parameter in the SIR\(_{\alpha}\) method. Zbl 1145.62031
Liquet, Benoît; Saracco, Jèrôme
7
2008
Sliced inverse regression (SIR): An appraisal of small sample alternatives to slicing. Zbl 0935.62044
Aragon, Yves; Saracco, Jérôme
7
1997
Sliced inverse regression under linear constraints. Zbl 0973.62035
Saracco, Jérôme
7
1999
ClustGeo: an R package for hierarchical clustering with spatial constraints. Zbl 1417.62006
Chavent, Marie; Kuentz-Simonet, Vanessa; Labenne, Amaury; Saracco, Jérôme
7
2018
A new sliced inverse regression method for multivariate response. Zbl 1506.62049
Coudret, R.; Girard, S.; Saracco, J.
7
2014
A sliced inverse regression approach for data stream. Zbl 1306.65040
Chavent, Marie; Girard, Stéphane; Kuentz-Simonet, Vanessa; Liquet, Benoit; Nguyen, Thi Mong Ngoc; Saracco, Jérôme
6
2014
Sliced inverse regression (SIR): An appraisal of small sample alternatives to slicing. Zbl 0924.62035
Aragon, Yves; Saracco, Jérôme
5
1997
Optimal quantization applied to sliced inverse regression. Zbl 1231.62059
Azaïs, Romain; Gégout-Petit, Anne; Saracco, Jérôme
5
2012
Two cross-validation criteria for SIR\({}_\alpha\) and PSIR\({}_\alpha\) methods in view of prediction. Zbl 1050.62044
Gannoun, Ali; Saracco, Jérôme
5
2003
Nonparametric estimation of non-conditional or conditional geometric quantiles. (Estimation de quantiles géométriques conditionnels et non conditionnels.) Zbl 1311.62042
Chaouch, Mohamed; Gannoun, Ali; Saracco, Jérôme
5
2009
On semiparametric mode regression estimation. Zbl 1190.62083
Gannoun, Ali; Saracco, Jerome; Yu, Keming
4
2010
BIG-SIR: a sliced inverse regression approach for massive data. Zbl 1405.62041
Liquet, Benoit; Saracco, Jerome
4
2016
Comparison of kernel estimators of conditional distribution function and quantile regression under censoring. Zbl 1486.62105
Gannoun, Ali; Saracco, Jérôme; Yu, Keming
4
2007
A sliced inverse regression approach for a stratified population. Zbl 1277.62144
Chavent, Marie; Kuentz, Vanessa; Liquet, Benoît; Saracco, Jérôme
4
2011
A new approach on recursive and non-recursive SIR methods. Zbl 1296.62137
Bercu, Bernard; Nguyen, Thi Mong Ngoc; Saracco, Jérôme
3
2012
Conditional quantile estimation through optimal quantization. Zbl 1310.62051
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
3
2015
Advanced topics in sliced inverse regression. Zbl 1493.62306
Girard, Stéphane; Lorenzo, Hadrien; Saracco, Jérôme
3
2022
On central tendency and dispersion measures for intervals and hypercubes. Zbl 1196.62003
Chavent, Marie; Saracco, Jérôme
3
2008
Comparison of kernel density estimators with assumption on number of modes. Zbl 1328.62229
Coudret, Raphaël; Durrieu, Gilles; Saracco, Jérôme
3
2015
A new proof of strong consistency of kernel estimation of density function and mode under random censorship. Zbl 1050.62054
Gannoun, Ali; Saracco, Jérôme
2
2002
Orthogonal rotation in PCAMIX. Zbl 1284.62352
Chavent, Marie; Kuentz-Simonet, Vanessa; Saracco, Jérôme
2
2012
Pooled marginal slicing approach via SIR\({}_\alpha\) with discrete covariates. Zbl 1194.62049
Liquet, Bernoît; Saracco, Jérôme
2
2007
Optimal blocking and foldover plans for regular two-level designs. Zbl 1187.62102
Chavent, Marie; Liquet, Benoît; Saracco, Jérôme
2
2010
Bagging versions of sliced inverse regression. Zbl 1318.62226
Kuentz, Vanessa; Liquet, Benoît; Saracco, Jérôme
2
2010
On adaptive transformation-retransformation estimate of conditional spatial median. Zbl 1158.62327
Gannoun, Ali; Saracco, Jérome; Yuan, Ao; Bonney, George E.
2
2003
On the asymptotic behaviour of the recursive Nadaraya-Watson estimator associated with the recursive sliced inverse regression method. Zbl 1367.62111
Bercu, Bernard; Nguyen, Thi Mong Ngoc; Saracco, Jerome
2
2015
Nonparametric analysis of replicated microarray experiments. Zbl 1111.62031
Gannoun, Ali; Saracco, Jérôme; Urfer, Wolfgang; Bonney, George E.
1
2004
Selection between proportional and stratified hazards models based on expected log-likelihood. Zbl 1198.62135
Liquet, Bernoît; Saracco, Jérôme; Commenges, Daniel
1
2007
Conditional quantile estimation based on optimal quantization: from theory to practice. Zbl 1470.62016
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
1
2015
Computational outlier detection methods in sliced inverse regression. Zbl 07645397
Lorenzo, Hadrien; Saracco, Jérôme
1
2021
Cluster-based sliced inverse regression. Zbl 1294.62083
Kuentz, Vanessa; Saracco, Jérôme
1
2010
Multiple-output quantile regression through optimal quantization. Zbl 1445.62114
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
1
2020
Recursive estimation for sliced inverse regression. (Estimation récursive en régression inverse par tranches (sliced inverse regression).) Zbl 1316.62071
Nguyen, Thi Mong Ngoc; Saracco, Jérôme
1
2010
Hidden Markov model for the detection of a degraded operating mode of optronic equipment. Zbl 1316.62178
Baysse, Camille; Bihannic, Didier; Grégout-Petit, Anne; Prenat, Michel; Saracco, Jérôme
1
2014
Variable importance assessment in sliced inverse regression for variable selection. Zbl 07551428
Jlassi, Ines; Saracco, Jérôme
1
2019
Advanced topics in sliced inverse regression. Zbl 1493.62306
Girard, Stéphane; Lorenzo, Hadrien; Saracco, Jérôme
3
2022
Computational outlier detection methods in sliced inverse regression. Zbl 07645397
Lorenzo, Hadrien; Saracco, Jérôme
1
2021
Multiple-output quantile regression through optimal quantization. Zbl 1445.62114
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
1
2020
Variable importance assessment in sliced inverse regression for variable selection. Zbl 07551428
Jlassi, Ines; Saracco, Jérôme
1
2019
ClustGeo: an R package for hierarchical clustering with spatial constraints. Zbl 1417.62006
Chavent, Marie; Kuentz-Simonet, Vanessa; Labenne, Amaury; Saracco, Jérôme
7
2018
BIG-SIR: a sliced inverse regression approach for massive data. Zbl 1405.62041
Liquet, Benoit; Saracco, Jerome
4
2016
Conditional quantile estimation through optimal quantization. Zbl 1310.62051
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
3
2015
Comparison of kernel density estimators with assumption on number of modes. Zbl 1328.62229
Coudret, Raphaël; Durrieu, Gilles; Saracco, Jérôme
3
2015
On the asymptotic behaviour of the recursive Nadaraya-Watson estimator associated with the recursive sliced inverse regression method. Zbl 1367.62111
Bercu, Bernard; Nguyen, Thi Mong Ngoc; Saracco, Jerome
2
2015
Conditional quantile estimation based on optimal quantization: from theory to practice. Zbl 1470.62016
Charlier, Isabelle; Paindaveine, Davy; Saracco, Jérôme
1
2015
Comparison of sliced inverse regression approaches for underdetermined cases. Zbl 1316.62068
Coudret, Raphaël; Liquet, Benoit; Saracco, Jérôme
9
2014
A new sliced inverse regression method for multivariate response. Zbl 1506.62049
Coudret, R.; Girard, S.; Saracco, J.
7
2014
A sliced inverse regression approach for data stream. Zbl 1306.65040
Chavent, Marie; Girard, Stéphane; Kuentz-Simonet, Vanessa; Liquet, Benoit; Nguyen, Thi Mong Ngoc; Saracco, Jérôme
6
2014
Hidden Markov model for the detection of a degraded operating mode of optronic equipment. Zbl 1316.62178
Baysse, Camille; Bihannic, Didier; Grégout-Petit, Anne; Prenat, Michel; Saracco, Jérôme
1
2014
A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Zbl 1304.65054
Liquet, Benoît; Saracco, Jérôme
10
2012
Optimal quantization applied to sliced inverse regression. Zbl 1231.62059
Azaïs, Romain; Gégout-Petit, Anne; Saracco, Jérôme
5
2012
A new approach on recursive and non-recursive SIR methods. Zbl 1296.62137
Bercu, Bernard; Nguyen, Thi Mong Ngoc; Saracco, Jérôme
3
2012
Orthogonal rotation in PCAMIX. Zbl 1284.62352
Chavent, Marie; Kuentz-Simonet, Vanessa; Saracco, Jérôme
2
2012
A sliced inverse regression approach for a stratified population. Zbl 1277.62144
Chavent, Marie; Kuentz, Vanessa; Liquet, Benoît; Saracco, Jérôme
4
2011
On semiparametric mode regression estimation. Zbl 1190.62083
Gannoun, Ali; Saracco, Jerome; Yu, Keming
4
2010
Optimal blocking and foldover plans for regular two-level designs. Zbl 1187.62102
Chavent, Marie; Liquet, Benoît; Saracco, Jérôme
2
2010
Bagging versions of sliced inverse regression. Zbl 1318.62226
Kuentz, Vanessa; Liquet, Benoît; Saracco, Jérôme
2
2010
Cluster-based sliced inverse regression. Zbl 1294.62083
Kuentz, Vanessa; Saracco, Jérôme
1
2010
Recursive estimation for sliced inverse regression. (Estimation récursive en régression inverse par tranches (sliced inverse regression).) Zbl 1316.62071
Nguyen, Thi Mong Ngoc; Saracco, Jérôme
1
2010
Nonparametric estimation of non-conditional or conditional geometric quantiles. (Estimation de quantiles géométriques conditionnels et non conditionnels.) Zbl 1311.62042
Chaouch, Mohamed; Gannoun, Ali; Saracco, Jérôme
5
2009
Application of the bootstrap approach to the choice of dimension and the \(\alpha\) parameter in the SIR\(_{\alpha}\) method. Zbl 1145.62031
Liquet, Benoît; Saracco, Jèrôme
7
2008
On central tendency and dispersion measures for intervals and hypercubes. Zbl 1196.62003
Chavent, Marie; Saracco, Jérôme
3
2008
Some extensions of multivariate sliced inverse regression. Zbl 1109.62041
Barreda, Laure; Gannoun, Ali; Saracco, Jérôme
15
2007
Comparison of kernel estimators of conditional distribution function and quantile regression under censoring. Zbl 1486.62105
Gannoun, Ali; Saracco, Jérôme; Yu, Keming
4
2007
Pooled marginal slicing approach via SIR\({}_\alpha\) with discrete covariates. Zbl 1194.62049
Liquet, Bernoît; Saracco, Jérôme
2
2007
Selection between proportional and stratified hazards models based on expected log-likelihood. Zbl 1198.62135
Liquet, Bernoît; Saracco, Jérôme; Commenges, Daniel
1
2007
Asymptotics for pooled marginal slicing estimator based on SIR\(_\alpha\) approach. Zbl 1080.62008
Saracco, Jérôme
21
2005
Non-parametric quantile regression with censored data. Zbl 1091.62027
Gannoun, Ali; Saracco, Jérôme; Yuan, Ao; Bonney, George E.
12
2005
Sliced inverse regression in reference curves estimation. Zbl 1429.62138
Gannoun, Ali; Girard, Stéphane; Guinot, Christiane; Saracco, Jérôme
9
2004
Nonparametric analysis of replicated microarray experiments. Zbl 1111.62031
Gannoun, Ali; Saracco, Jérôme; Urfer, Wolfgang; Bonney, George E.
1
2004
Nonparametric prediction by conditional median and quantiles. Zbl 1021.62075
Gannoun, Ali; Saracco, Jérôme; Yu, Keming
32
2003
An asymptotic theory for \(\text{SIR}_\alpha\) method. Zbl 1015.62036
Gannoun, Ali; Saracco, Jérôme
19
2003
Two cross-validation criteria for SIR\({}_\alpha\) and PSIR\({}_\alpha\) methods in view of prediction. Zbl 1050.62044
Gannoun, Ali; Saracco, Jérôme
5
2003
On adaptive transformation-retransformation estimate of conditional spatial median. Zbl 1158.62327
Gannoun, Ali; Saracco, Jérome; Yuan, Ao; Bonney, George E.
2
2003
A new proof of strong consistency of kernel estimation of density function and mode under random censorship. Zbl 1050.62054
Gannoun, Ali; Saracco, Jérôme
2
2002
Pooled slicing methods versus slicing methods. Zbl 1081.62527
Saracco, Jérôme
16
2001
Sliced inverse regression under linear constraints. Zbl 0973.62035
Saracco, Jérôme
7
1999
An asymptotic theory for sliced inverse regression. Zbl 0954.62531
Saracco, Jérôme
24
1997
Sliced inverse regression (SIR): An appraisal of small sample alternatives to slicing. Zbl 0935.62044
Aragon, Yves; Saracco, Jérôme
7
1997
Sliced inverse regression (SIR): An appraisal of small sample alternatives to slicing. Zbl 0924.62035
Aragon, Yves; Saracco, Jérôme
5
1997
all top 5

Cited by 288 Authors

24 Saracco, Jérôme
8 Liquet, Benoit
7 Gannoun, Ali
6 Dabo-Niang, Sophie
6 Girard, Stéphane
6 Laksaci, Ali
6 Yin, Xiangrong
5 Chaouch, Mohamed Ali
4 Bercu, Bernard
4 Chavent, Marie
4 de Dieu Nkou, Emmanuel
4 de Uña-Álvarez, Jacobo
4 Liang, Hanying
4 Ould-Saïd, Elias
3 Diop, Aliou
3 Dong, Yuexiao
3 Durrieu, Gilles
3 Khardani, Salah
3 Kuentz, Vanessa
3 Lue, Heng-Hui
3 Nguyen, Thi Mong Ngoc
3 Nkiet, Guy Martial
3 Paindaveine, Davy
3 Rabhi, Abbes
3 Wen, Xuerong Meggie
3 Weng, Jiaying
3 Zhu, Liping
3 Zhu, Lixing
2 Abdi, Ahmedoune Ould
2 Abdi, Sidi Ali Ould
2 Benziadi, Fatima
2 Biernacki, Christophe
2 Bouchentouf, Amina Angelika
2 Bouhamed, Heni
2 Capderou, Sami
2 Charlier, Isabelle
2 Chen, Xianyan
2 Cousin, Areski
2 Di Bernardino, Elena
2 Kadiri, Nadia
2 Kaid, Zoulikha
2 Kuentz-Simonet, Vanessa
2 Lecroq, Thierry
2 Lemdani, Mohamed
2 Lopez, Olivier
2 Madani, Fethi
2 Marbac, Matthieu
2 Masmoudi, Afif
2 Maume-Deschamps, Véronique
2 Prendergast, Luke Anthony
2 Rebai, Ahmed
2 Šiman, Miroslav
2 Soale, Abdul-Nasah
2 Vandewalle, Vincent
2 Wu, Qiang
2 Yang, Baoying
2 Yuan, Qingcong
2 Zhao, Xiaobing
1 Abolhassani, Ali
1 Ahsan, Muhammad
1 Akaho, Shotaro
1 Akkal, Fatima
1 Akritas, Michael G.
1 Almanjahie, Ibrahim Mufrah
1 Ampountolas, Konstantinos
1 Azaïs, Romain
1 Bachir, Bachir Ahmed
1 Balakrishnan, Narayanaswamy
1 Barboza, Luis A.
1 Barreda, Laure
1 Basak, Indrani
1 Becker, Claudia
1 Ben Salah, Hanene
1 Bézandry, Paul Hubert
1 Boček, Pavel
1 Bonney, George Ebow
1 Bouaziz, Olivier
1 Bouazza, Imane
1 Bousebata, Meryem
1 Bouzebda, Salim
1 Cadre, Benoît
1 Cai, Zhanrui
1 Cao Abad, Ricardo
1 Cao, Ricardo
1 Cena, Anna
1 Chauvigny, Matthieu
1 Chen, Canyi
1 Chen, Minqiong
1 Cheng, Haoyang
1 Chiancone, Alessandro
1 Chikr Elmezouar, Zouaoui
1 Christou, Eliana
1 Cleynen, Alice
1 Commenges, Daniel
1 Constantine, Paul G.
1 Coudret, Raphaël
1 Croux, Christophe
1 Cui, Wenquan
1 Dai, Zhifeng
1 de A. T. de Carvalho, Francisco
...and 188 more Authors
all top 5

Cited in 56 Serials

16 Computational Statistics and Data Analysis
15 Communications in Statistics. Theory and Methods
12 Journal of Multivariate Analysis
11 Computational Statistics
10 Journal of Statistical Planning and Inference
9 Communications in Statistics. Simulation and Computation
6 Statistics & Probability Letters
5 Statistics
5 Journal of Nonparametric Statistics
5 Electronic Journal of Statistics
3 Annals of the Institute of Statistical Mathematics
3 Bernoulli
3 Journal of Applied Statistics
3 Statistics and Computing
2 The Annals of Statistics
2 Journal of Classification
2 Journal of Statistical Computation and Simulation
2 Statistica Sinica
2 Extremes
2 Journal of Machine Learning Research (JMLR)
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Statistical Methods and Applications
2 Journal of the Korean Statistical Society
2 Statistics Surveys
1 The Canadian Journal of Statistics
1 Scandinavian Journal of Statistics
1 Automatica
1 Journal of the American Statistical Association
1 Journal of Computational and Applied Mathematics
1 Journal of Econometrics
1 Insurance Mathematics & Economics
1 Annals of Operations Research
1 Pattern Recognition
1 Test
1 SIAM Journal on Scientific Computing
1 Applicationes Mathematicae
1 Mathematical Methods of Statistics
1 Statistical Papers
1 Random Operators and Stochastic Equations
1 Abstract and Applied Analysis
1 Statistical Inference for Stochastic Processes
1 Journal of Systems Science and Complexity
1 Statistical Modelling
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 Analysis and Applications (Singapore)
1 Journal of Industrial and Management Optimization
1 Bulletin of the Institute of Mathematics. Academia Sinica. New Series
1 Acta Universitatis Sapientiae. Mathematica
1 Advances in Decision Sciences
1 Journal of Computational and Graphical Statistics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Sankhyā. Series A
1 European Actuarial Journal
1 Journal of Mathematical Modelling and Algorithms in Operations Research
1 Dependence Modeling
1 Information Geometry

Citations by Year