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Wave-of-advance models of the diffusion of the Y chromosome haplogroup R1b1b2 in Europe.

Per Sjödin , Olivier François
PLoS ONE, 2011, 6 (6), pp.e21592. ⟨10.1371/journal.pone.0021592⟩
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
Annals of Applied Statistics, 2018, 12 (1), pp.586-608. ⟨10.1214/17-AOAS1106⟩
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
Molecular Biology and Evolution, 2018, 35 (9), pp.2318 - 2326. ⟨10.1093/molbev/msy126⟩
Journal articles hal-01630228v3

Anisotropic Isolation by Distance: The Main Orientations of Human Genetic Differentiation.

Flora Jay , Per Sjödin , Mattias Jakobsson , Michael G B Blum
Molecular Biology and Evolution, 2012, epub ahead of print. ⟨10.1093/molbev/mss259⟩
Journal articles hal-00775881v1
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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
Bioinformatics, 2019, 35, 20, pp.4011-4019. ⟨10.1093/bioinformatics/btz177⟩
Journal articles hal-01649275v3

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 of Patient Safety, 2021, 17 (2), pp.e98-e106. ⟨10.1097/PTS.0000000000000595⟩
Journal articles hal-03836869v2

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

Predictions of native American population structure using linguistic covariates in a hidden regression framework.

Flora Jay , Olivier François , Michael G B Blum
PLoS ONE, 2011, 6 (1), pp.e16227. ⟨10.1371/journal.pone.0016227⟩
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
American Journal of Human Genetics, 2019, 105 (6), pp.1213-1221. ⟨10.1016/j.ajhg.2019.11.001⟩
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
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.
Bioinformatics, 2018, 34 (3), pp.485-493. ⟨10.1093/bioinformatics/btx571⟩
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 of Statistical Software, 2015, 68 (9), ⟨10.18637/jss.v068.i09⟩
Journal articles hal-01256474v1

Challenges Raised by Mediation Analysis in a High-Dimension Setting

Michaël Blum , Linda Valeri , Olivier François , Solène Cadiou , Valérie Siroux , et al.
Environmental Health Perspectives, 2020, 128 (5), pp.055001. ⟨10.1289/EHP6240⟩
Journal articles hal-03166214v1
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Robust Regression through the Huber's criterion and adaptive lasso penalty

Sophie Lambert-Lacroix , Laurent Zwald
Electronic Journal of Statistics , 2011, 5, pp.1015-1053. ⟨10.1214/11-EJS635⟩
Journal articles hal-00661864v1

Comment on 'On the inference of spatial structure from population genetics data'.

Eric Durand , Chibiao Chen , Olivier François
Bioinformatics, 2009, 25 (14), 1802-4; author reply 1805-6. ⟨10.1093/bioinformatics/btp337⟩
Journal articles hal-00655076v1
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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

A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation

Michael G B Blum , M. A. Nunes , D. Prangle , S. A. Sisson
Statistical Science, 2013, 28 (2), pp.189-208. ⟨10.1214/12-STS406⟩
Journal articles hal-00861839v1

Diagnostic tools for approximate Bayesian computation using the coverage property

Dennis Prangle , Michael Gb Blum , Gordana Popovic , Scott Sisson
Australian and New Zealand Journal of Statistics, 2014, 56 (4), pp.309-329. ⟨10.1111/anzs.12087⟩
Journal articles hal-01053022v1

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 of Patient Safety, 2021, 17 (8), pp.e1194-e1201. ⟨10.1097/PTS.0000000000000456⟩
Journal articles hal-03836865v2
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Machine learning methods are useful for Approximate Bayesian Computation in evolution and ecology

Michael Blum
Peer Community in Evolutionary Biology, 2017, ⟨10.24072/pci.evolbiol.100036⟩
Journal articles hal-01637362v1

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
Nature Communications, 2020, 11 (1), ⟨10.1038/s41467-020-18335-6⟩
Journal articles hal-02942333v1

Wavelet-based clustering for mixed-effects functional models in high dimension

Madison Giacofci , Sophie Lambert-Lacroix , Guillemette Marot , Franck Picard
Biometrics, 2013, 69 (1), pp.31-40. ⟨10.1111/j.1541-0420.2012.01828.x⟩
Journal articles istex hal-00782458v1

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

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 of Patient Safety, 2021, 17 (8), pp.e1186-e1193. ⟨10.1097/PTS.0000000000000443⟩
Journal articles hal-03836868v1

Spatially explicit Bayesian clustering models in population genetics.

Olivier François , Eric Durand
Molecular Ecology Resources, 2010, 10 (5), pp.773-84. ⟨10.1111/j.1755-0998.2010.02868.x⟩
Journal articles istex hal-00655070v1

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.
BMJ, 2011, 343, pp.d7017. ⟨10.1136/bmj.d7017⟩
Journal articles hal-00655074v1