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)
Articles parus dans des revues a comite de lecture
(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. To appear in Journal of the Korean Statistical Society.
(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. To appear in Computational Statistics.
(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.
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.
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.