Publications de Jerome Saracco

 

La liste des publications est classee selon les rubriques suivantes :

 

- Articles parus dans des revues a comite de lecture

- Autres publications (avec comite de lecture)

- Rapports de recherche

 

 Articles parus dans des revues a comite de lecture

 

(43) Chavent, M., Kuentz-Simonet, V., Liquet, B., Saracco, J. (2012). ClustOfVar: An R Package for the Clustering of Variables. To appear in Journal of Statistical Software.

 

(42). Chavent, M., Kuentz-Simonet, V., Saracco, J. (2012). Orthogonal rotation in PCAMIX. Advances in Data Analysis and Classi_cation, 6 (2), 131-146.

 

(41) Azais, R., Gegout-Petit, A., Saracco, J. (2012). Optimal quantization applied to Sliced Inverse Regression. Journal of Statistical Planning and Inference, 142, 481-492.

 

(40) Bercu, B., Nguyen, T.M.N., Saracco, J. (2011). A new approach of recursive and non recursive SIR methods. Journal of the Korean Statistical Society, 41, 17-36.

 

(39) Liquet, B., Saracco, J. (2011). A criterion for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Computational Statistics, 27, 103-125.

 

(38) Chavent, M., Kuentz, V., Liquet, B., Saracco, J. (2011). Sliced Inverse Regression for stratified population. Communications in Statistics - Theory and Methods, 40, 1-22.

 

(37) Nguyen, T.M.N., Saracco, J. (2010). Estimation recursive en regression inverse par tranches (sliced inverse regression). Le Journal de la Societe Francaise de Statistique, 151(2), 19-46

 

(36) Kuentz V., Saracco J. (2010). Cluster-Based Sliced Inverse Regression. Journal of the Korean Statistical Society, 39(2), 251-267.

 

(35) Kuentz V., Liquet B., Saracco J. (2010). Bagging versions of Sliced Inverse Regression. Communications in Statistics - Theory and Methods, 39(11), 1985-1996.

 

(34) Gannoun, A., Saracco, J., Yu, K. (2010). On semiparametric mode regression estimation. Communications in Statistics - Theory and methods, 39(7), 1141-1157.

 

(33) Chaouch, M., Gannoun, A., Saracco, J. (2009). Quantile spatial conditionnel et non conditionnel : une methode d estimation et implementation en R des estimateurs.  Le Journal de la Societe Francaise de Statistique,  150(2), 1-27.

 

(32) Chavent, M., Liquet, B., Saracco, J. (2010). A semiparametric approach for multivariate sample selection model. Statistica Sinica, 20(2), 513-536.

 

(31) Chavent, M., Guegan, H., Kuentz, V., Patouille, B., Saracco, J. (2009). PCA- and PMF-based methodology for air pollution sources identification and apportionment.  Environmetrics, 20(8), 928-942.

 

(30) Liquet, B., Saracco, J. (2008). Application of the bootstrap approach to the choice of dimension and the a parameter in the SIRa method. Communications in Statistics - Simulation and Computation, 37(6), 1198-1218.

 

(29) Chavent, M., Saracco, J. (2008). On central tendency and dispersion measures for intervals and hypercubes. Communications in Statistics - Theory and Methods, 37(9), 1471-1482.

 

(28) Ferrigno, S., Gannoun, A., Saracco, J. (2008) Inverse regression methods based on fuzzy partitions. International Journal of Pure and Applied Mathematics, 43, 43-62.

 

(27) Gannoun, A., Saracco, J., Yu, K. (2007). Comparison of kernel estimators of conditional distribution function and quantile regression under censoring. Statistical Modelling, 7(4), 329-344.

 

(26) Chavent, M., Guegan, H., Kuentz, V., Patouille, B., Saracco, J. (2007). Apportionment of air pollution by source at a French urban site. Case Studies in Business, Industry and Government Statistics (CS-BIGS), 1-2, 119-129.

 

(25) Chavent, M., Kuentz, V., Saracco, J. (2007). Analyse en Facteurs : Presentation et comparaison des logiciels SAS, SPAD et SPSS. La revue Modulad, 37, 1-30.

 

(24) Barreda, L., Gannoun, A., Saracco, J. (2007). Some extensions of multivariate SIR. Journal of Statistical Computation and Simulation, 77(1-2), 1-17.

 

(23) Liquet, B., Saracco, J. (2007). Pooled marginal slicing approach via SIR-alpha with discrete covariables. Computational Statistics, 22(4), 599-617.

 

(22) Liquet, B., Saracco, J., Commenges, D. (2007). Selection between proportional and stratified hazards models based on Expected Log-likelihood. Computational Statistics, 22(4), 619-634.

 

(21) Gannoun, A., Saracco, J., Yuan, A., Bonney, G.E. (2005). Nonparametric quantile regression with censored data. Scandinavian Journal of Statistics, 32, 527-550.

 

(20) Saracco, J. (2005). Asymptotics for pooled marginal slicing estimator based on SIR-alpha. Journal of Multivariate Analysis, 96, 117-135.

 

(19) Gannoun, A., Girard, S., Guinot, C., Saracco, J. (2004). Implementation en C d estimateurs non parametriques de quantiles conditionnels. Application au trace de courbes de reference. La Revue de Modulad, 31, 59-70.

 

(18) Gannoun, A., Saracco, J., Urfer, W., Bonney, G.E. (2004). Nonparametric analysis of replicated microarray experiments. Statistical Modelling, 4(3), 195-209.

 

(17) Gannoun, A., Girard, S., Guinot, C., Saracco, J. (2004). Sliced inverse regression in reference curves estimation. Computational Statistics and Data Analysis, 46(1), 103-122.

 

(16) Gannoun, A., Guinot, C., Saracco, J. (2004). Reference curves estimation via alternating sliced inverse regression. Environmetrics, 5, 81-99.

 

(15) Gannoun, A, Saracco, J. (2003). A cross validation criteria for SIR-alpha and PSIR-alpha. Computational statistics, 18, 585-603.

 

(14) Gannoun, A., Saracco, J., Yu, K. (2003). Nonparametric time series prediction by conditional median and quantiles. Journal of statistical Planning and inference, 118, 207-223.

 

(13) Gannoun, A., Saracco, J., Yuan, A., Bonney, G.E. (2003). On adaptive transformation-retransformation estimate of conditional spatial median. Communications in Statistics - Theory and methods, 32 (10), 1981-2011.

 

(12) Gannoun, A., Saracco, J., Bonney, G.E. (2003). A note on partionning estimate of conditional distribution under censoring. International Journal of Pure and Applied Mathematics, 5, 95-103.

 

(11) Gannoun, A, Saracco, J. (2003). An asymptotic theory for SIR-alpha method. Statistica Sinica, 13 (2), 297-310.

 

(10) Gannoun, A., Guinot, C., Saracco, J. (2002). Methodes de regression semi-parametrique de type slicing ou pooled slicing : mises en oeuvre sous le logiciel SAS et application sur un jeu de donnees. La Revue Modulad, 29, 1-38.

 

(9) Gannoun, A., Saracco, J. (2002). A new proof of strong consistency of kernel estimation of density function and mode under random censorship. Statistics and Probability Letters, 59, 61-66.

 

(8) Gannoun, A., Girard, S., Guinot, C., Saracco, J. (2002). Reference curves based on nonparametric quantile regression. Statistics in Medicine, 21, 3119-3155.

 

(7) Gannoun, A., Girard, S., Guinot, C., Saracco, J. (2002). Trois methodes non parametriques pour l estimation de courbes de reference. Application a l analyse des proprietes biophysiques de la peau. Revue de Statistique appliquee, 1, 65-89.

 

(6) Saracco, J. (2001). Pooled Slicing methods versus Slicing methods. Communications in Statistics - Simulation and Computation, 30 (3), 489-511.

 

(5) Saracco, J. (1999). Implementation en Splus des methodes SIR univariees et multivariees. La Revue Modulad, 22, 78-100.

 

(4) Saracco, J., Larramendy, I., Aragon, Y. (1999). La regression inverse par tranches ou methodes SIR : presentation generale. La Revue Modulad, 22, 21-39.

 

(3) Saracco, J. (1999). Sliced Inverse Regression under linear constraints. Communications in Statistics - Theory and Methods, 28 (10), 2367-2393.

 

(2) Saracco, J. (1997). An asymptotic theory for Sliced Inverse Regression. Communications in Statistics - Theory and Methods, 26(9), 2141-2171.

 

(1) Aragon, Y., Saracco, J. (1997). Sliced Inverse Regression (SIR): an appraisal of small sample alternatives to slicing. Computational Statistics, 12, 109-130.

 

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Autres publications (avec comite de lecture)

 

Saracco, J. (2010). Construction de courbes de reference (Chapitre 13, p. 325-356) du livre Approches non-parametriques en regression, Eds. J.-J. Droesbeke et G. Saporta, Editions TECHNIP.

 

Chavent, M., Kuentz, V., Saracco, J. (2009). A partioning method for the clustering of categorical variables. In Classification as a tool for research (Proceedings of IFCS'2009), Herman Locarek-Junge, Claus Weihs Eds., Springer.

 

Kuentz, V., Saracco, J. (2008). A cluster-based approach for sliced inverse regression.  Proceedings in Computational Statistics (COMPSTAT 2008),  499-507, CD-ROM, Physica-Verlag/Springer, Heidelberg, 2008.

 

Gannoun, A., Liquet, B., Saracco, J., Urfer, W. (2007). A kernel method in analysis of replicated micro-array experiments. Chapter book in Statistical Methods for Biostatistics and Related Fields, Eds. W. Haerdle, Y. Mori, P. Vieu. Springer Berlin Heidelberg, pp 45-61.

 

Saracco, J., Gannoun, A., Guinot, C., Liquet, B. (2007). A semiparametric approach to estimate reference curves for biophysical properties of the skin. Chapter book in Statistical Methods for Biostatistics and Related Fields, Eds. W. Haerdle, Y. Mori, P. Vieu, Springer Berlin Heidelberg, pp 181-205.

 

Saracco, J., Gannoun, A., Guinot, C. (2003). Estimation de courbes de reference pour l analyse de proprietes biophysiques. Annexe au rapport sur la Statistique et les Probabilites, Commission de Reflexion sur l enseignement des Mathematiques (CREM), 34-39. (Texte disponible a l adresse web : http://smf.emath.fr/Enseignement/CommissionKahane/)

 

Gannoun, A., Saracco, J. (2001). Cross validation criteria for SIR-alpha and PSIR-alpha methods in view of prediction. Proceeding of the 10th Internationl Symposium on Applied Stochastic Models and Data Analysis (ASMDA), Ed. G. Govaert, J. Janssen, N. Limnios, 1, 443-448.

 

Saracco, J. (1996). Sliced Inverse Regression: asymptotics properties and small sample behaviour of some new estimation methods. Proceedings in Computational Statistics (COMPSTAT) 12th Symposium, Ed. A. Prat E. Ripoll, 2, 105-106.

 

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Rapports de Recherche

 

Baysse, C., Gegout-Petit, A., Saracco, J. (2011). Modele de Markov cachee pour la detection dun mode de fonctionnement degrade d’un equipement optronique. Tech. rep., Equipe Projet Controle de Qualite et Fiabilite Dynamique (CQFD), INRIA Bordeaux, Thales Optronique.

 

Chavent, M., Kuentz, V., Saracco, J. (2010). Rotation in Multiple Correspondence Analysis: a planar rotation iterative procedure.  Cahiers du GREThA 2010-04.

 

Chavent, M., Kuentz, V., Saracco, J. (2010). Clustering of categorical variables around latent variables. Cahiers du GREThA 2010-02.

 

Chaouch, M., Gannoun, A., Saracco, J. (2008). Conditional spatial quantile: characterization and nonparametric estimation.  Cahier du GREThA,  2008-10.

 

Gannoun, A., Saracco, J., Urfer, W., Bonney, G.E., (2002). Nonparametric analysis of replicated microarray experiments. Technical report,SFB 475, Dortmund University, Germany,  70/2002.

 

Gannoun, A., Saracco, J., Yuan, A., Bonney, G.E. (2002). Nonparametric quantile regression with censored data. Rapport de Recherche, Unite de Biometrie, ENSAM-INRA-UM II,  02-09.

 

Gannoun, A., Saracco, J., Urfer, W. Bonney, G.E., (2002). Nonparametric modeling approach for discovering differentially expressed genes in replicated microarray experiments. Technical report, SFB 475, Dortmund University, Germany,  41/2002.

 

Gannoun, A., Saracco, J., Yuan, A., Bonney, G.E. (2002). On adaptive transformation-retransformation estimate of conditional spatial median. Rapport de Recherche, Unite de Biometrie, ENSAM-INRA-UM II,  02-08.

 

Gannoun, A., Girard, S., Guinot, C., Saracco, J. (2001). Dimension-reduction in reference curves estimation. Rapport de Recherche, Unite de Biometrie, ENSAM-INRA-UM II,  01-06.

 

Gannoun, A., Saracco, J. (2000). Methodes SIR univariees de type Slicing ou Pooled Slicing, methode SIR multivariee: Presentation theorique et aide a l utilisation de l implementation sous Splus. Rapport de Recherche, Unite de Biometrie, ENSAM-INRA-UM II,  00-05.

 

Saracco, J. (1997). Distribution-free and link-free fast estimation for sample selection models. Cahier du GREMAQ (Toulouse I), 97.10.453.

 

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