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Denis Allard

18
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Affiliations actuelles
  • 1001963
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Présentation

Domaines de recherche

Statistiques [stat]

Compétences

statistique spatiale générateurs stochastiques simulations stochastique

Publications

Spatial statistics and stochastic partial differential equations: A mechanistic viewpoint

Lionel Roques , Denis Allard , Samuel Soubeyrand
Spatial Statistics, 2022, 50, pp.100591. ⟨10.1016/j.spasta.2022.100591⟩
Article dans une revue hal-03843565v1

Fully nonseparable Gneiting covariance functions for multivariate space–time data

Denis Allard , Lucia Clarotto , Xavier Emery
Spatial Statistics, 2022, 52, pp.100706. ⟨10.1016/j.spasta.2022.100706⟩
Article dans une revue hal-04160615v1
Image document

A new class of α-transformations for the spatial analysis of Compositional Data

Lucia Clarotto , Denis Allard , Alessandra Menafoglio
Spatial Statistics, 2022, 47, pp.100570. ⟨10.1016/j.spasta.2021.100570⟩
Article dans une revue hal-03379935v2

Geostatistics for Large Datasets on Riemannian Manifolds: A Matrix-Free Approach

Mike Pereira , Nicolas Desassis , Denis Allard
Journal of Data Science, 2022, pp.512-532. ⟨10.6339/22-JDS1075⟩
Article dans une revue hal-03916162v1
Image document

Linking physics and spatial statistics: A new family of Boltzmann-Gibbs random fields

Denis Allard , Dionisios Hristopulos , Thomas Opitz
Electronic Journal of Statistics , 2021, 15, ⟨10.1214/21-ejs1879⟩
Article dans une revue hal-03681053v1

Discussion on “Competition on Spatial Statistics for Large Datasets”

Denis Allard , Lucia Clarotto , Thomas Opitz , Thomas Romary
Journal of Agricultural, Biological, and Environmental Statistics, 2021, 26 (4), pp.604-611. ⟨10.1007/s13253-021-00462-2⟩
Article dans une revue hal-03443271v1

COVID-19 mortality dynamics: The future modelled as a (mixture of) past(s)

Samuel Soubeyrand , Mélina Ribaud , Virgile Baudrot , Denis Allard , Denys Pommeret
PLoS ONE, 2020, 15 (9), pp.e0238410. ⟨10.1371/journal.pone.0238410⟩
Article dans une revue hal-03165046v1

Modeling and Simulating Depositional Sequences Using Latent Gaussian Random Fields

Denis Allard , Paolo Fabbri , Carlo Gaetan
Mathematical Geosciences, 2020, ⟨10.1007/s11004-020-09875-0⟩
Article dans une revue hal-03165058v1
Image document

Year-to-year crown condition poorly contributes to ring width variations of beech trees in French ICP level I network

Clara Tallieu , Vincent Badeau , Denis Allard , Louis-Michel Nageleisen , Nathalie Bréda
Forest Ecology and Management, 2020, 465, pp.118071. ⟨10.1016/j.foreco.2020.118071⟩
Article dans une revue hal-03197983v1

Mitigating occlusion effects in Leaf Area Density estimates from Terrestrial LiDAR through a specific kriging method

Maxime Soma , François Pimont , Denis Allard , Richard Fournier , Jean-Luc Dupuy
Remote Sensing of Environment, 2020, 245, pp.111836. ⟨10.1016/j.rse.2020.111836⟩
Article dans une revue hal-03169206v1

Fast and exact simulation of Gaussian random fields defined on the sphere cross time

Francisco Cuevas , Denis Allard , Emilio Porcu
Statistics and Computing, 2020, 30 (1), pp.187 - 194. ⟨10.1007/s11222-019-09873-1⟩
Article dans une revue hal-02625414v1

Simulating space-time random fields with nonseparable Gneiting-type covariance functions

Denis Allard , Xavier Emery , Céline Lacaux , Christian Lantuéjoul
Statistics and Computing, 2020, 30 (5), pp.1479-1495. ⟨10.1007/s11222-020-09956-4⟩
Article dans une revue hal-02504783v1
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

Change-of-Support Models on Irregular Grids for Geostatistical Simulation

Victor Zaytsev , Pierre Biver , Hans Wackernagel , Denis Allard
Mathematical Geosciences, 2016, 48 (4), pp.353-369. ⟨10.1007/s11004-015-9614-x⟩
Article dans une revue hal-01226261v1

Spatio-temporal propagation of wind power prediction errors

Robin Girard , Denis Allard
Wind Energy, 2013, 16 (7), pp.999-1012. ⟨10.1002/we.1527⟩
Article dans une revue hal-00723820v1