Jean-François Dupuy

Publications

Books

• Dupuy J.-F. Generalized linear models - problems with censored, missing, and zero-inflated data. To appear, 2025  (also available in french as Modèles linéaires généralisés - problèmes de censure, données manquantes, excès de zéros. ISTE Press – Elsevier, London, UK, 2023).
  
• Dupuy J.-F. Statistical methods for overdispersed count data. ISTE Press – Elsevier, London, UK, 2018  (also available in french as Méthodes statistiques pour l'analyse de données de comptage sur-dispersées. ISTE Press – Elsevier, London, UK, 2018).
  

Articles (statistics)

• Ameraoui A., Boukhetala K., Dupuy J.-F. Confidence intervals for the tail index with right-censored data: empirical likelihood and Bayesian methods. Communications for Statistical Applications and Methods, to appear, 2025.
• Kouakou K.J.G., Hili O., Dupuy J.-F. Estimation of zero-inflated bivariate Poisson regression with missing covariates. Communications in Statistics - Theory and Methods 53, No. 20, 7216–7243, 2024.
• Dupuy J.-F. Censored Gamma regression with uncertain censoring status. Mathematical Methods of Statistics 29, No. 4, 172-196, 2022.
• Diop A., Diop A., Dupuy J.-F. Simultaneous confidence bands in a zero-inflated regression model for binary data. Random Operators and Stochastic Equations  30, No. 2, 85-96, 2022.
• Ali E., Diop A., Dupuy J.-F. A constrained marginal zero-inflated binomial regression model. Communications in Statistics - Theory and Methods 51, No. 18, 6396-6422, 2022.
• Bousselmi B., Dupuy J.-F., Karoui A. Censored count data regression with missing censoring information. Electronic Journal of Statistics 15, No. 2, 4343-4383, 2021.
• Nguyen V.T., Dupuy J.-F. Asymptotic results in censored zero-inflated Poisson regression. Communications in Statistics - Theory and Methods 50, No. 12, 2759-2779, 2021.
• 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., Sakhvidi M.J.Z., Vienneau D., de Hoogh K., Chen J., Dupuy J.-F., Garès V., Burte E., Bouaziz O., Le Tertre A., Wagner V., Hertel O., Christensen J., Zhivin S., Siemiatycki J., Goldberg M., Zins M., Jacquemin B. Influence of exposure assessment methods on associations between long-term exposure to outdoor fine particulate matter and risk of cancer in the French cohort Gazel, Science of the Total Environment 820, 2022.
• Lequy E., Siemiatycki J., de Hoogh K., Vienneau D., Dupuy J.-F., Garès V., Hertel O., Christensen J.H., 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 129, No. 3, 2021.
• 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.

  Soumis

• Ameraoui A., Boukhetala K., Dupuy J.-F. Confidence intervals for the proportional hazard reinsurance premium for heavy-tailed claims (hal-04440437).
• Bahrini G., Barbet-Massin M., Razakarivony S., Garès V., Dupuy J.-F. Generating censored data with controlled and real-world-like properties.