Research Interest

• Design of experiment
• Decision Theory
• Bayesian statistics
• Machine Learning
• Biostatistics / Ecology
• Statistics and Sport
• Spatial and spatio-temporal statistics

Publications

1. Druilhet, P., Saint Loubert Bié, Erwan. (2021) "Improper versus finitely additive distributions as limits of countably additive probabilities", Annals of the Institute of Statistical Mathematics , vol. 60 (3) p 450-462.
   
2. Bourezaz, H., Merabet, H., Druilhet, P. (2020) "Bayesian prediction modeling for two-stage experimental trials for Poisson or Gamma distributed data", Electronic Journal of Applied Statistical Analysis , 13(1), pp. 268-283
   
3. Bord, S., Bioche, C., Druilhet, P. (2018) "A cautionary note on Bayesian estimation of population size by removal sampling with diffuse prior", Biometrical Journal , vol. 60 (3) p 450-462.
   
4. Druilhet, P. (2017) "On the Flatland paradox and limiting arguments", Communication in Statistics, Theory and Methods vol 46 (24), 12281-12289.
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5. H. Merabet; A. Labdaoui; P. Druilhet; (2017) "Bayesian prediction for two-stage sequential analysis in clinical trials, in Communication in Statistics, Theory and Methods, vol.46 (19), 9807-9806
   
6. Druilhet, P. (2016) "Efficient circular cross-over designs for models with interaction", MODA 11, Model-Oriented Design and Data Analysis, 87-94 , Springer .
   
7. Bioche, C. and Druilhet, P. (2016) "Approximation of improper priors", Bernoulli , Vol. 22, No. 3, 1709-1728
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8. Bailey, R. A. and Druilhet, P. (2014) "Optimal cross-over designs for full interaction models", Annals of Statistics, Vol. 42, No. 6, 2282-2300
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9. Druilhet, P. and Tinsson, W. (2014) "Optimal cross-over design for total effects under a model with self and mixed effects", Journal of Statistical Planning and Inference, 154, 54-61
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10. Bord, S., Druilhet, P., Gasqui, P., Abrial, D., Vourc'h, G. (2014) " A hierarchical bayesian approach to estimate abundance and sampling rate based on removal sampling design: Application to abundance estimation of Ixodes ricinus ticks", Ecological Modelling, 274, 72-79
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11. Druilhet, P. and Mom, A. (2012) "Characterization of estimators uniformly shrinking on subspaces ", Linear Algebra and its Applications, 437, 1771-1778
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12. Druilhet, P. and Pommeret, D. (2012) "Invariant conjugate analysis for exponential families", Bayesian Analysis, 7 (2), 235-248.
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13. Druilhet, P. and Tinsson, W. (2012) "Efficient circular neighbour designs for spatial interference model", Journal of Statistical Planning and Inference, 142, 1161-1169
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14. Druilhet, P. and Tinsson, W. (2009) "Optimal repeated measurement designs for a model with partial interaction", Biometrika, 96 (3), 677-690 .
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15. Druilhet, P. and Mom, A. (2008) "Shrinkage structure in biased regression", Journal of Multivariate Analysis, vol.99, 232-244.
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16. Druilhet, P. and Marin, J.-M. (2007) "Invariant HPD credible sets and MAP estimators", Bayesian Analysis, vol. 2 (4) 681-691
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17. Druilhet, P. and Markiewicz, A.  (2007) "Information matrices for non full rank subsystems", Metrika, 65, p. 171-182.
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18. Dauxois, J.-Y., Druilhet, P. & Pommeret D. (2006) "A Bayesian choice between Poisson, Binomial and Negative Binomial Models", Test , 15, p. 423-432 
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19. Druilhet, P. and Mom, A. (2006) "PLS regression: a signal-to-noise ratio approach",  Journal of Multivariate Analysis , vol 97, pp 1313-1329
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20. Druilhet, P. (2004), "Conditions for optimality in experimental designs", Linear Algebra and its Applications, 388, p147-157.
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21. Bailey, R. A. and Druilhet, P. (2004) "Optimality of neighbour balanced designs for total effects", Annals of Statistics,  32, p.1650-1661.
    
22. Druilhet, P. (1999) "Optimality of neighbour balanced designs", Journal of Statistical Planning and Inference, 81, p. 141-152.
    
23. Calas, P., Rochd, T., Druilhet, P. and Azaïs, J.-M. (1998) "In vitro adhesion of two strains of prevotella intermedia to the dentin of root canal : the part played by different irrigation solutions" Journal Of Endodontics, vol. 24, (2), p112-115.
    
24. Azaïs, J.-M. and Druilhet, P. (1997) "Optimality of neighbour balanced designs when neighbour effects are neglected", Journal of Statistical Planning and Inference, 64, p. 353-367.