Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Ghislain Durif
,
Laurent Modolo
,
Jeff E Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
Journal articles
hal-01649275v3
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Managing Missing Data in the Hospital Survey on Patient Safety Culture: A Simulation Study
Bastien Boussat
,
Olivier François
,
Julien Viotti
,
Arnaud Seigneurin
,
Joris Giai
,
et al.
Journal articles
hal-03836869v2
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PLS et modèle de Cox avec application aux données d'expression de gènes
Sophie Lambert-Lacroix
,
Frédérique Letué
43èmes journées de Statistique , May 2011, Tunis, Tunisie
Conference papers
hal-00852085v1
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Predictions of native American population structure using linguistic covariates in a hidden regression framework.
Flora Jay
,
Olivier François
,
Michael G B Blum
Journal articles
hal-00655073v1
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Making the Most of Clumping and Thresholding for Polygenic Scores
Florian Privé
,
Bjarni Vilhjálmsson
,
Hugues Aschard
,
Michael Blum
,
Michael G.B. Blum
Journal articles
hal-02414984v1
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Adaptive Generalized Fused-Lasso: Asymptotic Properties and Applications
Vivian Viallon
,
Sophie Lambert-Lacroix
,
Holger Höfling
,
Franck Picard
2013
Preprints, Working Papers, ...
hal-00813281v1
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High Dimensional Classification with combined Adaptive Sparse PLS and Logistic Regression
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
et al.
Journal articles
hal-01587360v1
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POPS: A Software for Prediction of Population Genetic Structure Using Latent Regression Models Olivier François Eric Y. Durand
Flora Jay
,
Olivier François
,
Eric y Durand
,
Michael Gb Blum
Journal articles
hal-01256474v1
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Challenges Raised by Mediation Analysis in a High-Dimension Setting
Michaël Blum
,
Linda Valeri
,
Olivier François
,
Solène Cadiou
,
Valérie Siroux
,
et al.
Journal articles
hal-03166214v1
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Robust Regression through the Huber's criterion and adaptive lasso penalty
Sophie Lambert-Lacroix
,
Laurent Zwald
Journal articles
hal-00661864v1
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Comment on 'On the inference of spatial structure from population genetics data'.
Eric Durand
,
Chibiao Chen
,
Olivier François
Journal articles
hal-00655076v1
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Wave-of-advance models of the diffusion of the Y chromosome haplogroup R1b1b2 in Europe.
Per Sjödin
,
Olivier François
Journal articles
hal-00655069v1
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Fast Inference of Individual Admixture Coefficients Using Geographic Data
Kevin Caye
,
Flora Jay
,
Olivier J.J. Michel
,
Olivier François
Journal articles
hal-01676712v1
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Loter: A software package to infer local ancestry for a wide range of species
Thomas Dias-Alves
,
Julien Mairal
,
Michael Blum
Journal articles
hal-01630228v3
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Anisotropic Isolation by Distance: The Main Orientations of Human Genetic Differentiation.
Flora Jay
,
Per Sjödin
,
Mattias Jakobsson
,
Michael G B Blum
Journal articles
hal-00775881v1
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Dimension reduction adapted to paleogenomics
Séverine Liégeois
,
Olivier François
,
Flora Jay
Paris-Saclay Junior Conference on Data Science and Engineering , Sep 2018, Orsay, France
Conference poster
hal-01978650v1
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A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation
Michael G B Blum
,
M. A. Nunes
,
D. Prangle
,
S. A. Sisson
Journal articles
hal-00861839v1
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Diagnostic tools for approximate Bayesian computation using the coverage property
Dennis Prangle
,
Michael Gb Blum
,
Gordana Popovic
,
Scott Sisson
Journal articles
hal-01053022v1
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Involvement in Root Cause Analysis and Patient Safety Culture Among Hospital Care Providers
Bastien Boussat
,
Arnaud Seigneurin
,
Joris Giai
,
Kevin Kamalanavin
,
José Labarère
,
et al.
Journal articles
hal-03836865v2
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Machine learning methods are useful for Approximate Bayesian Computation in evolution and ecology
Michael Blum
Journal articles
hal-01637362v1
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1154 Big data and occupational health surveillance: use of french medico-administrative databases for hypothesis generation regarding occupational risks in agriculture
C Maugard
,
D Bosson-Rieutort
,
O. François
,
V. Bonneterre
32nd Triennial Congress of the International Commission on Occupational Health (ICOH), Dublin, Ireland, 29th April to 4th May 2018 , 2018, Dublin, Ireland. pp.A121.2-A122
Conference papers
hal-01996533v1
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Extension of the EM-algorithm using PLS to fit linear mixed effects models for high dimensional repeated data
Caroline Bazzoli
,
Sophie Lambert-Lacroix
,
Marie-José Martinez
IBC 2018-29th International Biometric Conference , Jul 2018, Barcelona, Spain
Conference poster
hal-01834609v1
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Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Ghislain Durif
,
Laurent Modolo
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
RECOMB 2018 - 22nd Annual International Conference on Research in Computational Molecular Biology , Ecole Polytechnique, Apr 2018, Paris, France. pp.254-255
Conference papers
hal-01962030v1
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Factor analysis of ancient population genomic samples
Olivier François
,
Flora Jay
Journal articles
hal-02942333v1
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Wavelet-based clustering for mixed-effects functional models in high dimension
Madison Giacofci
,
Sophie Lambert-Lacroix
,
Guillemette Marot
,
Franck Picard
Journal articles
istex
hal-00782458v1
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0431 How can we avoid re-identification risk in big-data analysis? proposition of a new strategy of geographical subdivisions using gis tools
Charlotte Maugard
,
Christophe Cancé
,
Pauline Achard
,
Olivier François
,
Vincent Bonneterre
,
et al.
Eliminating Occupational Disease: Translating Research into Action, EPICOH 2017, EPICOH 2017, 28–31 August 2017, Edinburgh, UK , 2017, Edinburgh, United Kingdom. pp.A136.2-A137
Conference papers
hal-01996501v1
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Statistique bayésienne et applications en génétique des populations
Michael G B Blum
Statistiques [math.ST]. Université de Grenoble, 2012
Habilitation à diriger des recherches
tel-00766196v1
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Inconsistencies Between Two Cross-Cultural Adaptations of the Hospital Survey on Patient Safety Culture Into French
Bastien Boussat
,
Patrice François
,
Gérald Gandon
,
Joris Giai
,
Arnaud Seigneurin
,
et al.
Journal articles
hal-03836868v1
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Spatially explicit Bayesian clustering models in population genetics.
Olivier François
,
Eric Durand
Journal articles
istex
hal-00655070v1
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Overdiagnosis from non-progressive cancer detected by screening mammography: stochastic simulation study with calibration to population based registry data.
Arnaud Seigneurin
,
Olivier François
,
José Labarère
,
Pierre Oudeville
,
Jean Monlong
,
et al.
Journal articles
hal-00655074v1
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