Book

Pratique des plans d’expériences avec R

Pierre Druilhet et Walter Tinsson

Presses Universitaires de Rennes · Parution prévue début 2027.

Articles 

1. Sylvain Coly, Pierre Druilhet, Nourddine Azzaoui,”Efficient spatial designs for targeted regions or level set detection”. under review.

2. Togo Jean Yves Kioye, Paul-Marie Grollemund, Jocelyn Chauvet, Pierre Druilhet, Christophe Chassard, Erwan Saint-Loubert-Bié (2026) “Sparse inference in Poisson log-normal model by approximating the L0-norm”, Journal of Multivariate Analysis.

3. Zhang, F., et Druilhet, P. et Kong, X. (2024) “Optimal designs for crossover model with partial interactions », vol 13 (1), STAT (Wiley)

4. Druilhet, P. et Saint Loubert Bié, E. (2021), “Improper vs finitely additive distributions as limits of countably additive probabilities”, Annals of the Institute of Statistical Mathematics, vol. 60 (3) p 450-462.

5. 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; vol 13(1), pp 268-283

6. Bord, S., Bioche, C., Druilhet, P. (2018) "A cautionary note on Bayesian estimation of population size by removal sampling with diffuse priors", Biometrical Journal, vol. 60 (3) p 450-462.

7. P. Druilhet ; « On the flatland paradox », (2017), Communication in Statistics : Theory and Methods, vol 46 (24), 12281-12289.

8. H. Merabet; A. Labdaoui; P. Druilhet; (2017) "Bayesian prediction for two-stage sequential analysis in clinical trials'', Communication in Statistics: Theory and Methods, vol.46 (19), 9807-9806.

9. Bioche, C. et Druilhet, P. (2016) « Approximation of improper priors by vague priors », Bernoulli, Vol. 22, No. 3, 1709-1728

10. Bailey, R. A. et Druilhet, P. (2014) « Optimal cross-over design for full interaction models », Annals of Statistics, Vol. 42, No. 6, 2282-2300.

11. Druilhet, P. and Tinsson, W., (2014), “Optimal cross-over design for total effects under a model with self and mixed», Journal of Statistical Planning and Inference, 154, 54-61.

12. Bord, S., Druilhet, P., Gasqui, P., D. Abrial, 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.

13. Mom, A. et Druilhet, P. (2012), “Characterization of estimators uniformly shrinking on subspaces”, Linear Algebra and its Applications, 437, 1771–1778.

14. Druilhet, P. et Pommeret, D., 2012: “Invariant conjugate analysis for exponential families”, Bayesian Analysis, 7 (2), 235-248.

15. Druilhet, P et Tinsson W., 2012, “Efficient circular neighbour designs for spatial interference model”, Journal of Statistical Planning and Inference, 142, 1161-1169.

16. Druilhet, P et Tinsson W., 2009, “Optimal cross-over designs for a model with partial interaction”, Biometrika, 96, 977-690.

17. Druilhet, P. and Mom, A., 2008, “Shrinkage structure in biased regression”, Journal of Multivariate Analysis, 99, 232-244.
    Consulter le preprint ↗

18. Druilhet, P. and Marin, J.-M., 2007 “Equivariant HPD credible sets and MAP estimators”, Bayesian Analysis, 2 (4) 681-691.

19. Druilhet, P. and Markiewicz, A., 2007, : “Information matrices for non-full-rank subsystems”, Metrika, vol. 65, pp171-182.

20. Dauxois,J.-Y.., Druilhet, P. et Pommeret, D., 2006, “A bayesian choice between Poisson, Binomial and Negative Binomial”, Test, vol. 15, pp. 423-432.

21. Druilhet, P. and Mom, A., 2006, “PLS regression: a signal to noise ratio approach”, Journal of Multivariate Analysis, vol. 97, pp. 1313-1329.

22. Druilhet, P., 2004, “Conditions for optimality in experimental designs”, Linear Algebra and its Applications.388, p. 147-157.

23. Bailey, R. A. et Druilhet, P, 2004, “Optimality of neighbour balanced designs for total effects”, Annals of Statistics, 32,p.1650-1661.

24. Druilhet P., 1999, “Optimality of neighbour balanced designs”, Journal of Statistical Planning and Inference, 81, p.141-152.

25. Calas,P. Rochd, T., Druilhet, P. et 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) 112-115.

26. 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.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.

Book chapter

27. P. Druilhet (2016) "Efficient circular cross-over designs for models with interaction», in MODA 11, Advances in Model-Oriented Design and Analysis, 87-94, Springer

Reviews and recommandations for PCI Math & biology

28. Druilhet, P. (2026)  "Computationally efficient iterative summary-likelihood inference for calibrated uncertainty in population genetics" : recommendation of the paper « A new iterative framework for simulation-based population genetic inference with improved coverage properties of confidence intervals » by Francois Rousset, Raphael Leblois, Arnaud Estoup, Jean-Michel Marin. PCI Mathematics and Computational Biology.

29. Druilhet, P. 2011, Review of the book “Plans d’expérience: constructions et analyses statistiques » by Walter Tinsson, International Statistical review, 79: 129-130.