Jean-François Dupuy

Publications

Books

• Dupuy J.-F. Méthodes statistiques pour l'analyse de données de comptage sur-dispersées. ISTE Ltd, London, UK, 2018  (also available in english as Statistical methods for overdispersed count data. ISTE Ltd, London, UK, 2018).

Articles (statistics)

• Ali E., Diop A., Dupuy J.-F. A constrained marginal zero-inflated binomial regression model. Communications in Statistics - Theory and Methods (to appear).
• Nguyen V.T., Dupuy J.-F. Asymptotic results in censored zero-inflated Poisson regression. Communications in Statistics - Theory and Methods (to appear).
• Poterie A., Dupuy J.-F., Monbet V., Rouvière L. Classification tree algorithm for grouped variables. Computational Statistics 34, No. 4, 1613-1648, 2019.
• Diallo A., Diop A., Dupuy J.-F. Estimation in zero-inflated binomial regression with missing covariates. Statistics 53, No. 4, 839-865, 2019.
• Diallo A., Diop A., Dupuy J.-F. Analysis of multinomial counts with joint zero-inflation, with an application to health economics. Journal of Statistical Planning and Inference 194, 85-105, 2018.
• Diallo A., Diop A., Dupuy J.-F. Asymptotic properties of the maximum likelihood estimator in zero-inflated binomial regression.  Communications in Statistics - Theory and Methods 46, No. 20, 9930-9948, 2017.
• Dupuy J.-F. Inference in a generalized endpoint-inflated binomial regression model. Statistics 51, No. 4, 888-903, 2017.
• Garès V., Andrieu S., Dupuy J.-F., Savy N. On Fleming-Harrington's test for late effects in prevention randomized controlled trials. Journal of Statistical Theory and Practice 11, No. 3, 418-435, 2017.
• Ameraoui A., Boukhetala K., Dupuy J.-F. Bayesian estimation of the tail index of a heavy-tailed distribution under random censoring. Computational Statistics & Data Analysis 104, 148-168, 2016.
• Ndao P., Diop A., Dupuy J.-F. Nonparametric estimation of the conditional extreme-value index with random covariates and censoring. Journal of Statistical Planning and Inference 168, 20-37, 2016.
• Diop A., Diop A., Dupuy J.-F. Simulation-based inference in a zero-inflated Bernoulli regression model. Communications in Statistics - Simulation and Computation  45, No. 10, 3597-3614, 2016.
• Garès V., Andrieu S., Dupuy J.-F., Savy N. An omnibus test for several hazard alternatives in prevention randomized controlled clinical trials. Statistics in Medicine 34, No. 4, 541-557, 2015.
• Garès V., Andrieu S., Dupuy J.-F., Savy N. A comparison of the constant piecewise weighted logrank and Fleming-Harrington tests. Electronic Journal of Statistics 8, 841-860, 2014.
• Ndao P., Diop A., Dupuy J.-F. Nonparametric estimation of the conditional tail index and extreme quantiles under random censoring. Computational Statistics & Data Analysis 79, 63-79, 2014.
• Mezaouer A., Dupuy J.-F., Boukhetala K. Estimation dans le modèle de transformation linéaire avec données manquantes. Journal de la Société Française de Statistique 155, No. 3, 120-134, 2014.
• Diop A., Diop A., Dupuy J.-F. Maximum likelihood estimation in the logistic regression model with a cure fraction. Electronic Journal of Statistics 5, 460-483, 2011.
• Detais A., Dupuy J.-F. Maximum likelihood estimation in a partially observed stratified regression model. Annals of the Institute of Statistical Mathematics 63, No. 6, 1183-1206, 2011.
• Hernandez-Quintero A., Dupuy J.-F., Escarela G. Analysis of a semiparametric mixture model for competing risks. Annals of the Institute of Statistical Mathematics 63, No. 2, 305-329, 2011.
• Dupuy J.-F., Loubes J.-M., Maza E.Non parametric estimation of the structural expectation of a stochastic increasing function. Statistics and Computing 21, No. 1, 121-136,2011.
• Dupuy J.-F. Detecting change in a hazard regression model with right-censoring. Journal of Statistical Planning and Inference 139, No. 5, 1578-1586, 2009.
• Dupuy J.-F., Leconte E. A study of regression calibration in a partially observed stratified Cox model. Journal of Statistical Planning and Inference 139, No. 2, 317-328, 2009.
• Dupuy J.-F. On the random effects Cox model with time-varying regression parameter. Journal of Statistical Theory and Practice 3, No. 4, 763-776, 2009.
• Dupuy J.-F. Stratified logrank test of no randomized treatment effect with missing stratum information. Communications in Statistics - Theory and Methods 37, No. 17, 2760-2776, 2008. 
• Dupuy J.-F., Grama I., Mesbah M. Asymptotic theory for the Cox model with missing time dependent covariate. Annals of Statistics 34, No. 2, 903-924, 2006. 
• Dupuy J.-F. The proportional hazards model with covariate measurement error. Journal of Statistical Planning and Inference 135, No. 2, 260-275, 2005.
• Dupuy J.-F., Mesbah M. Estimation of the asymptotic variance of SPML estimators in the Cox model with a missing time-dependent covariate. Communications in Statistics - Theory and Methods 33, No. 6, 1385-1401, 2004.
• Dupuy J.-F., Mesbah M. Joint modeling of event time and nonignorable missing longitudinal data. Lifetime Data Analysis 8, No. 2, 99-115, 2002.

Articles (applications/engineering)

• Lequy E., Siemiatycki J., de Hoogh K., Vienneau D., Dupuy J.-F., Garès V., Hertel O., Heile Christensen J., Zhivin S., Goldberg M., Zins M., Jacquemin B. Contribution of long-term exposure to outdoor black carbon to the carcinogenicity of air pollution : evidence regarding risk of cancer in the Gazel cohort. Environmental Health Perspectives (to appear).
• Nguyen V.T., Dupuy J.-F. Zero-inflated regression models for right-censored counts, with an application to healthcare utilization. Biostatistics and Health Sciences 1, No. 1,  1-19, 2019.
• Dupuy J.-F. Accelerated failure time models: a review. International Journal of Performability Engineering 10, No.1, 23-29, 2014.
• Viada Gonzalez C., Dupuy J.-F., Fors López M., Lorenzo Luaces P., Rodriguez C., González Marinello G., Neninger Vinagera E., García Verdecia B., Brito B., Pérez L., Concepción M., Crombet-Ramos T. Stratified Cox Regression Analysis of Survival under CIMAvaxEGF vaccine. Journal of Cancer Therapy 4, No. 8, 8-14, 2013.
• Viada Gonzalez C., Dupuy J.-F., Fors López M., Lorenzo Luaces P., González Marinello G., Neninger Vinagera E., García Verdecia B., Crombet-Ramos T. CIMAvaxEGF vaccine therapy for non-small cell lung cancer: A weighted log-rank tests-based evaluation. Modern Chemotherapy 2, No. 3, 51-56, 2013.
• Mannocci L., Dabin W., Augeraud-Véron E., Dupuy J.-F., Barbraud C., Ridoux V. Assessing the impact of bycatch on Dolphin populations: the case of the Common Dolphin in the eastern North Atlantic. PLOS ONE 7, No. 2, 2012.
• Fors López M., Dupuy J.-F., Viada Gonzalez C. Effectiveness of adaptive designs for phase II cancer trials. Contemporary Clinical Trials 33, No. 1, 223-227, 2012.
• Dupuy J.-F., Gneyou K. A wavelet estimator of the intensity function with censored data. Quality Technology and Quantitative Management 8, No. 4, 401-410, 2011.

Short notes

• Dupuy J.-F., Escarela G. Modélisation de risques concurrents par un modèle de mélange semiparamétrique. C. R., Math., Acad. Sci. Paris 344, No. 10, 641-644, 2007.
• Dupuy J.-F. Estimation in a change-point hazard regression model. Statistics & Probability Letters 76, No. 2, 182-190, 2006.
• Dupuy J.-F., Grama I., Mesbah M. Normalité asymptotique des estimateurs semiparamétriques dans le modèle de Cox avec covariable manquante nonignorable. C. R., Math., Acad. Sci. Paris 336, No.1, 81-84, 2003.

Contributions in edited volumes

• Mezaouer A., Dupuy J.-F., Boukhetala K. A nonparametric test for comparing treatments with missing data and dependent censoring. In: Statistical Models and Methods for Reliability and Survival Analysis (Eds, Couallier et al.), 297-310, ISTE-Wiley, 2013.
• Dupuy J.-F., Leconte E. Cox regression with missing values of a covariate having a non-proportional effect on hazard of failure. In: Mathematical Methods in Survival Analysis, Reliability and Quality of Life (Eds, Huber et al.), 133-149, Wiley, 2008.
• Dupuy J.-F. A survival model with change-point in both hazard and regression parameter. In: Probability, Statistics and Modelling in Public Health (Eds, Nikulin et al.), 136-144, Springer, 2006.
• Dupuy J.-F. Nonparametric maximum likelihood estimation in the PH model with covariate measurement error. In: Parametric and Semiparametric Models with Applications to Reliability, Survival Analysis and QoL (Eds, Nikulin et al.), 13-25, Birkhauser, 2004.
• Mesbah M., Dupuy J.-F., Heutte N., Awad L. Joint analysis of longitudinal quality of life and survival processes. In: Handbook of Statistics, Vol. 23 - Advances in Survival Analysis (Eds, Balakrishnan and Rao), 689-728, Elsevier, 2004.
• Hamon A., Dupuy J.-F., Mesbah M. Validation of model assumptions in quality of life measurements. In: Goodness-of-fit tests and model validity (Eds, Huber et al.), 371-383, Birkhäuser, 2002.

Submitted papers

• Bousselmi B., Dupuy J.-F., Karoui A. Censored count data with partial censoring information, 2020.
• Bousselmi B., Dupuy J.-F., Karoui A. Random orthogonal projections based shemces for sloving nonparametric and linear functional regressions problems, 2020.