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Michael Blum
Tytuł
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Approximate Bayesian computation (ABC) in practice
K Csilléry, MGB Blum, OE Gaggiotti, O François
Trends in Ecology & Evolution 25 (7), 410-418, 2010
15152010
pcadapt: an R package to perform genome scans for selection based on principal component analysis
K Luu, E Bazin, MGB Blum
Molecular ecology resources 17 (1), 67-77, 2017
9492017
abc: an R package for Approximate Bayesian Computation (ABC)
K Csilléry, O François, MGB Blum
Methods in Ecology and Evolution 3, 475-479, 2011
7812011
Evolutionary history and global spread of the Mycobacterium tuberculosis Beijing lineage
M Merker, C Blin, S Mona, N Duforet-Frebourg, S Lecher, E Willery, ...
Nature genetics 47 (3), 242-249, 2015
6172015
Non-linear regression models for Approximate Bayesian Computation
MGB Blum, O François
Statistics and Computing 20 (1), 63-73, 2010
6062010
Genomic variation in seven Khoe-San groups reveals adaptation and complex African history
CM Schlebusch, P Skoglund, P Sjödin, LM Gattepaille, D Hernandez, ...
Science 338 (6105), 374-379, 2012
5022012
The goat domestication process inferred from large-scale mitochondrial DNA analysis of wild and domestic individuals
S Naderi, HR Rezaei, F Pompanon, MGB Blum, R Negrini, HR Naghash, ...
Proceedings of the National Academy of Sciences 105 (46), 17659-17664, 2008
4872008
A comparative review of dimension reduction methods in approximate Bayesian computation
MGB Blum, MA Nunes, D Prangle, SA Sisson
4692013
Efficient analysis of large-scale genome-wide data with two R packages: bigstatsr and bigsnpr
F Privé, H Aschard, A Ziyatdinov, MGB Blum
Bioinformatics 34 (16), 2781-2787, 2018
3272018
Approximate Bayesian Computation: a nonparametric perspective
MGB Blum
Journal of the American Statistical Association 105 (491), 1178-1187, 2010
2932010
Demographic history of European populations of Arabidopsis thaliana
O François, MGB Blum, M Jakobsson, NA Rosenberg
PLoS genetics 4 (5), e1000075, 2008
2382008
Which random processes describe the tree of life? A large-scale study of phylogenetic tree imbalance
MGB Blum, O François
Systematic Biology 55 (4), 685-691, 2006
2312006
Performing highly efficient genome scans for local adaptation with R package pcadapt version 4
F Privé, K Luu, BJ Vilhjálmsson, MGB Blum
Molecular Biology and Evolution 37 (7), 2153-2154, 2020
2192020
Evaluation of redundancy analysis to identify signatures of local adaptation
T Capblancq, K Luu, MGB Blum, E Bazin
Molecular ecology resources 18 (6), 1223-1233, 2018
2022018
Making the most of clumping and thresholding for polygenic scores
F Privé, BJ Vilhjálmsson, H Aschard, MGB Blum
The American journal of human genetics 105 (6), 1213-1221, 2019
1962019
Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients
N Lassau, S Ammari, E Chouzenoux, H Gortais, P Herent, M Devilder, ...
Nature communications 12 (1), 634, 2021
1912021
Detecting genomic signatures of natural selection with principal component analysis: application to the 1000 genomes data
N Duforet-Frebourg, K Luu, G Laval, E Bazin, MGB Blum
Molecular biology and evolution 33 (4), 1082-1093, 2016
1742016
apTreeshape: statistical analysis of phylogenetic tree shape
N Bortolussi, E Durand, M Blum, O François
Bioinformatics 22 (3), 363-364, 2006
1402006
Efficient toolkit implementing best practices for principal component analysis of population genetic data
F Privé, K Luu, MGB Blum, JJ McGrath, BJ Vilhjálmsson
Bioinformatics 36 (16), 4449-4457, 2020
1302020
Genome scans for detecting footprints of local adaptation using a Bayesian factor model
N Duforet-Frebourg, E Bazin, MGB Blum
Molecular biology and evolution 31 (9), 2483-2495, 2014
1272014
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