Utilisateur·rice

Pierre • Pudlo
Professeur (PR) • Affiliation : Aix-Marseille Université (AMU)
Site : Château-Gombert (CMI) • Bureau : R 146 • Etage du bureau : 1 •

ALEA-STA (équipe Statistique)

Groupe(s) scientifiques(s) de l'utilisateur :
Thématiques scientifiques :
  • Statistique

Publications HAL

2022/04 Nature Communications - Sympathetic axonal sprouting induces changes in macrophage populations and protects against pancreatic cancer

2020/01 Astronomy and Astrophysics - A&A - Constraining the recent star formation history of galaxies: an approximate Bayesian computation approach

2019/01 Bernoulli - Consistency of the Adaptive Multiple Importance Sampling

2019/01 Bayesian Analysis - Bayesian Functional Linear Regression with Sparse Step Functions

2019/01 - Application of ABC to Infer the Genetic History of Pygmy Hunter-Gatherer Populations from Western Central Africa

2019/01 - Likelihood-free model choice

2019/01 Bioinformatics - ABC random forests for Bayesian parameter inference

2018/12 Journal of the Sfds - Simulation of stochastic models of structured population in population genetics under neutrality

2018/11 - Elicitation of Experts' Knowledge for Functional Linear Regression

2017/05 - Bayesian Functional Linear Regression with Informative Prior Distribution

2017/04 Molecular Biology and Evolution - Deciphering the Routes of invasion of Drosophila suzukii by Means of ABC Random Forest.

2017/02 - Approximate Bayesian Computation using Random Forest

2017/01 - Bayesian functional linear regression with sparse step functions

2017/01 Theoretical Population Biology - Resampling: an improvement of Importance Sampling in varying population size models

2016/08 - Bayesian linear functional regression with sparse step function

2016/04 Stat - Hidden Gibbs random fields model selection using Block Likelihood Information Criterion

2016/01 Bioinformatics - Reliable ABC model choice via random forests

2015/06 - Resampling : an improvement in varying population size models

2015/06 - Interpretable Bayesian Functional Linear Regression

2014/10 Molecular Biology and Evolution - Maximum-Likelihood Inference of Population Size Contractions from Microsatellite Data

2014/09 Statistics and Computing - Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields

2014/08 - Process for identifying rare events

2014/01 Bioinformatics - DIYABC v2.0: a software to make approximate Bayesian computation inferences about population history using single nucleotide polymorphism, DNA sequence and microsatellite data.

2014/01 ESAIM: Proceedings - An overview on approximate bayesian computation

2014/01 - Process for identifying rare events

2013/07 Molecular Ecology - Estimation of population allele frequencies from next-generation sequencing data: pool-versus individual-based genotyping.

2013/06 - Demographic inference from genetic data : consideration of an epidemiological model and a combinaition of different types of markers

2013/06 Molecular Ecology - The effect of RAD allele dropout on the estimation of genetic variation within and between populations.

2013/05 - Demographic inference from genetic data : consideration of an epidemiological model and a combinaition of different types of markers

2013/01 Journal of Nonparametric Statistics - Estimation of density level sets with a given probability content

2013/01 Proceedings of the National Academy of Sciences of the United States of America - Bayesian computation via empirical likelihood.

2012/12 Advances in Applied Probability - The Normalized Graph Cut and Cheeger Constant: from Discrete to Continuous

2012/11 Statistics and Computing - Approximate Bayesian computational methods

2012/10 - Efficient learning in ABC algorithms

2012/09 Molecular Ecology Resources - Estimation of demo-genetic model probabilities with Approximate Bayesian Computation using linear discriminant analysis on summary statistics.

2012/08 - An overview on approximate bayesian computation

2012/06 - Maximum likelihood inference comparing sequence and allelic markers in a population of variable size: an Importance Sampling approach

2012/06 - Empirical likelihood for Bayesian inference in population genetics

2012/01 - Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation

2011/01 Journal of Machine Learning Research - Operator norm convergence of spectral clustering on level sets

2010/12 ESAIM: Probability and Statistics - Large deviations and full Edgeworth expansions for finite Markov chains with applications to the analysis of genomic sequences

2010/01 ESAIM: Probability and Statistics - Large deviations and full Edgeworth expansions for finite Markov chains with applications to the analysis of genomic sequences

2010/01 - Convergence de la constante de Cheeger de graphes de voisinage.

2009/06 - Clustering by Estimation of Density Level Sets at a Fixed Probability

2009/01 - Estimation du nombre de clusters à l'aide de l'algorithme de clustering spectral

2004/12 - Estimations précises de grandes déviations et applications à la statistique des séquences biologiques


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