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Mathias Drton
Mathias Drton
Professor of Mathematical Statistics, Technical University of Munich
Verified email at tum.de - Homepage
Title
Cited by
Cited by
Year
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature methods 9 (8), 796-804, 2012
15972012
Extended Bayesian information criteria for Gaussian graphical models
R Foygel, M Drton
Advances in Neural Information Processing Systems 23, 2020-2028 (arXiv:1011.66), 2010
7792010
Lectures on algebraic statistics
M Drton, B Sturmfels, S Sullivant
Springer Science & Business Media, 2008
5432008
Model selection for Gaussian concentration graphs
M Drton, MD Perlman
Biometrika 91 (3), 591-602, 2004
2502004
Structure learning in graphical modeling
M Drton, MH Maathuis
Annual Review of Statistics and Its Application 4, 365-393, 2017
2022017
Estimation of a covariance matrix with zeros
S Chaudhuri, M Drton, TS Richardson
Biometrika 94 (1), 199-216, 2007
1582007
Handbook of graphical models
M Maathuis, M Drton, S Lauritzen, M Wainwright
CRC Press, 2018
1502018
Multiple testing and error control in Gaussian graphical model selection
M Drton, MD Perlman
1502007
PC algorithm for nonparanormal graphical models
N Harris, M Drton
Journal of Machine Learning Research 14 (1), 3365-3383, 2013
1462013
Discrete chain graph models
M Drton
1412009
Likelihood ratio tests and singularities
M Drton
1402009
A SINful approach to Gaussian graphical model selection
M Drton, MD Perlman
Journal of Statistical Planning and Inference 138 (4), 1179-1200, 2008
1322008
High-dimensional Ising model selection with Bayesian information criteria
RF Barber, M Drton
1262015
A Bayesian information criterion for singular models
M Drton, M Plummer, G Claeskens, J Rousseau, CP Robert, T Imai, ...
Journal of the Royal Statistical Society. Series B (Statistical Methodology …, 2017
1192017
Robust graphical modeling of gene networks using classical and alternative t-distributions
M Finegold, M Drton
The Annals of Applied Statistics 5 (2A), 1057-1080, 2011
1142011
Seat biases of apportionment methods for proportional representation
K Schuster, F Pukelsheim, M Drton, NR Draper
Electoral Studies 22 (4), 651-676, 2003
1132003
Algebraic factor analysis: tetrads, pentads and beyond
M Drton, B Sturmfels, S Sullivant
arXiv preprint math/0509390, 2005
1072005
Global identifiability of linear structural equation models
M Drton, R Foygel, S Sullivant
922011
Binary models for marginal independence
M Drton, TS Richardson
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2008
832008
Half-trek criterion for generic identifiability of linear structural equation models
R Foygel, J Draisma, M Drton
The Annals of Statistics, 1682-1713, 2012
762012
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