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Eric PARENT

5
Documents
Identifiants chercheurs

Présentation

I work as a Professor in applied statistics and probabilistic modeling for environmental engineering. My research group belongs to the French National Institute for Rural Engineering, Water and Forest Management, an academic institution from the Ministry of Agriculture ([Engref](http://www.agroparistech.fr/Ecole-interne-ENGREF,708.html "engref")). The laboratory enrols PhD students and postgraduate engineers trained to work at the intersection between statistics, decision-making theory and environmental engineering. I co-authored three books (in French) , one on [Bayesian statistics for environmental engineering](http://www.lavoisier.fr/notice/fr2743003550.html "http://www.lavoisier.fr/notice/fr2743003550.html"), the second on [theoretical and algorithmic aspects of Bayesian theory ](http://www.springer.com/statistics/statistical+theory+and+methods/book/978-2-287-33906-6 "http://www.springer.com/statistics/statistical+theory+and+methods/book/978-2-287-33906-6")and the third one depicts various cases with [real data from various domains of applications](http://www.springer.com/statistics/book/978-2-287-99666-5 "http://www.springer.com/statistics/book/978-2-287-99666-5"). My recent book in English is a tutorial to implement[Hierarchical Bayesian Modeling for Ecological data](http://www.hbm-for-ecology.org/ "http://www.hbm-for-ecology.org"). My broader interests include “ Bayesian Statistics at work”, especially in case studies from various fields while working with my PhD students, under contract with industrial companies or public institutions. Some of our research interests can be found [here](https://www6.inra.fr/mia-paris/Equipes/MoRSE "MoRSE") . We organize regular bi-annual meetings at Rochebrune with my former[ PhD’s](https://www6.inra.fr/mia-paris/Equipes/MoRSE/Les-anciens-de-MoRSE "Les anciens") and some colleagues.

Publications

pierre-barbillon

Bayesian calibration of a numerical code for prediction

Mathieu Carmassi , Pierre M Barbillon , Matthieu Chiodetti , Merlin M. Keller , Éric É. Parent
Journal de la Société Française de Statistique, 2019, 160 (1), pp.1-30
Article dans une revue hal-02316513v1
Image document

Post-processing Multiensemble Temperature and Precipitation Forecasts Through an Exchangeable Normal-Gamma Model and Its Tobit Extension

Marie Courbariaux , Pierre Barbillon , Luc Perreault , Eric Parent
Journal of Agricultural, Biological, and Environmental Statistics, 2019, 24 (2), pp.309-345. ⟨10.1007/s13253-019-00358-2⟩
Article dans une revue hal-02316505v1

Adaptive numerical designs for the calibration of computer codes

Guillaume Damblin , Pierre M Barbillon , Merlin Keller , Alberto Pasanisi , Éric Parent
SIAM/ASA Journal on Uncertainty Quantification, 2018, 6 (1), pp.151-179. ⟨10.1137/15M1033162⟩
Article dans une revue hal-01784898v1

Water flow probabilistic predictions based on a rainfall–runoff simulator: a two-regime model with variable selection

Marie Courbariaux , Pierre Barbillon , Éric Parent
Journal of Agricultural, Biological, and Environmental Statistics, 2017, 22 (2), pp.194-219. ⟨10.1007/s13253-017-0278-5⟩
Article dans une revue hal-01544622v1
Image document

Approche décisionnelle bayésienne pour estimer une courbe de fragilité

Guillaume Damblin , Merlin Keller , Alberto Pasanisi , Pierre Barbillon , Éric Parent
Journal de la Société Française de Statistique, 2014, 155 (3), pp.78-103
Article dans une revue hal-01545648v1