Nonparametric mixture models with conditionally independent multivariate component densities

Autor: Vy Thuy Lynh Hoang, Didier Chauveau

Publikováno v: Computational Statistics and Data Analysis
Computational Statistics and Data Analysis, Elsevier, 2016, 103, pp.1-16. ⟨10.1016/j.csda.2016.04.013⟩

Models and algorithms for nonparametric estimation of finite multivariate mixtures have been recently proposed, where it is usually assumed that coordinates are independent conditional on the subpopulation from which each observation is drawn. Hence

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::638ddc7c93e650bd9427b89b8438b202
https://doi.org/10.1016/j.csda.2016.04.013

Changes in the epigenome and transcriptome of the poplar shoot apical meristem in response to water availability affect preferentially hormone pathways

Autor: Clément Lafon-Placette, Alain Delaunay, Anne-Laure Le Gac, David Cohen, Marie-Claude Lesage-Descauses, Béline Jesson, Stéphane Maury, Franck Brignolas, Didier Chauveau, Irène Hummel, Didier Le Thiec, Vincent Segura, Marie-Béatrice Bogeat-Triboulot

Publikováno v: Journal of Experimental Botany
Journal of Experimental Botany, Oxford University Press (OUP), 2018, 69 (3), pp.537-551. ⟨10.1093/jxb/erx409⟩

International audience; The adaptive capacity of long-lived organisms such as trees to the predicted climate changes, including severe and successive drought episodes, will depend on the presence of genetic diversity and phenotypic plasticity. Here,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d745d5e08647d2a6fd378930c351e5f6
https://hal.inrae.fr/hal-02628253

Epigenomics and tree phenotypic plasticity in response to water deficit

Autor: Anne-Laure Le Gac, Clément Lafon-Placette, Didier Chauveau, Vincent Segura, Régis Fichot, Alain Delaunay, Isabelle Lejan, Franck Brignolas, Strauss, Steven H., Stéphane Maury

Publikováno v: IUFRO Genomics and Forest Genetics
IUFRO Genomics and Forest Genetics, International Union of Forest Research Organisations (IUFRO). AUT., May 2016, Arcachon, France
IUFRO Genomics and Forest Tree Genetics. Abstract book. 2016; IUFRO Genomics and Forest Genetics, Arcachon, FRA, 2016-05-30-2016-06-03, p. 18
HAL

National audience; Global climate changes in progress will impact tree productivity in the northern hemisphere. The understanding of physiological as well as genetic/molecular processes controlling plants response to abiotic stress will help to impro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0ba37b1eae0efaaa377cdfc4ad04e2fa
https://hal.inrae.fr/hal-02743532

A stochastic EM algorithm for a semiparametric mixture model

Autor: Pierre Vandekerkhove, Laurent Bordes, Didier Chauveau

Publikováno v: Computational Statistics and Data Analysis
Computational Statistics and Data Analysis, Elsevier, 2007, 51, pp.5429-5443. ⟨10.1016/j.csda.2006.08.015⟩

Recently, there has been a considerable interest in finite mixture models with semi-/non-parametric component distributions. Identifiability of such model parameters is generally not obvious, and when it occurs, inference methods are rather specific

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::320b10697a073712dca695701de847fa
https://doi.org/10.1016/j.csda.2006.08.015

Estimation of the Asymptotic Variance in the CLT for Markov Chains

Autor: Jean Diebolt, Didier Chauveau

Publikováno v: Stochastic Models
Stochastic Models, INFORMS (Institute for Operations Research and Management Sciences), 2003, 19 (4), pp.449-465. ⟨10.1081/STM-120025399⟩

International audience; This paper is devoted to estimating the asymptotic variance in the central limit theorem (CLT) for Markov chains. We assume that the functional CLT for Markov chains applies for properly normalized partial-sum processes of fun

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::101d8223c7232e0c542688ef96d49b5b
https://doi.org/10.1081/stm-120025399