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Eric PARENT

8
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

liliane-bel
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Modelling the spatio-temporal repartition of right-truncated data: an application to avalanche runout altitudes in Hautes-Savoie

Aurore A. Lavigne , Nicolas Eckert , Liliane Bel , Michaël Deschâtres , Éric Parent
Stochastic Environmental Research and Risk Assessment, 2017, 31 (3), pp.629-644. ⟨10.1007/s00477-016-1301-z⟩
Article dans une revue hal-01433695v1
Image document

Analyzing spatio-temporal data with R: Everything you always wanted to know - but were afraid to ask

Denis Allard , Maxime Beauchamp , Liliane Bel , Nicolas Desassis , Ghislain Geniaux
Journal de la Société Française de Statistique, 2017, 158 (3), pp.124-158
Article dans une revue hal-02618656v1

Adding expert contributions to the spatiotemporal modelling of avalanche activity under different climatic influences

Aurore Lavigne , N. Eckert , Liliane Bel , Éric Parent
Journal of the Royal Statistical Society: Series C Applied Statistics, 2015, 64 (4), pp.651-671. ⟨10.1111/rssc.12095⟩
Article dans une revue hal-01184824v1

Modeling the habitat associations and spatial distribution of benthic macroinvertebrates: A hierarchical Bayesian model for zero-inflated biomass data

Jean-Baptiste Lecomte , H. P. Benoit , Marie-Pierre Etienne , Liliane Bel , Éric Parent
Ecological Modelling, 2013, 265, pp.74 - 84. ⟨10.1016/j.ecolmodel.2013.06.017⟩
Article dans une revue hal-01003382v1

Compound Poisson-gamma vs. delta-gamma to handle zero-inflated continuous data under a variable sampling volume

Jean-Baptiste Lecomte , Hugues P. Benoit , Sophie Ancelet , Marie-Pierre Etienne , Liliane Bel
Methods in Ecology and Evolution, 2013, 4 (12), pp.1159-1166. ⟨10.1111/2041-210X.12122⟩
Article dans une revue hal-01197613v1

A model for spatio-temporal clustering using multinomial probit regression: application to avalanche counts

Aurore A. Lavigne , Liliane Bel , Eric Parent , Nicolas Eckert
Environmetrics, 2012, 23 (6), pp.522-534
Article dans une revue hal-02597793v1

A model for spatio-temporal clustering using multinomial probit regression: application to avalanche counts

Aurore A. Lavigne , L. L. Bel , E. E. Parent , N. N. Eckert
Environmetrics, 2012, 23 (6), pp.522 - 534. ⟨10.1002/env.2167⟩
Article dans une revue hal-01004120v1

Spatio-temporal modeling of avalanche frequencies in the French Alps

Aurore A. Lavigne , Liliane Bel , Eric Parent , Nicolas Eckert
Procedia Environmental Sciences, 2011, 7, pp.311-316
Article dans une revue hal-02594925v1