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.