Mathias Drton - Author Profile - zbMATH Open

Lectures on algebraic statistics. Zbl 1166.13001
Drton, Mathias; Sturmfels, Bernd; Sullivant, Seth

2009

Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias

2011

Likelihood ratio tests and singularities. Zbl 1196.62020
Drton, Mathias

2009

Model selection for Gaussian concentration graphs. Zbl 1108.62098
Drton, Mathias; Perlman, Michael D.

2004

Estimation of a covariance matrix with zeros. Zbl 1143.62032
Chaudhuri, Sanjay; Drton, Mathias; Richardson, Thomas S.

2007

Multiple testing and error control in Gaussian graphical model selection. Zbl 1246.62143
Drton, Mathias; Perlman, Michael D.

2007

Discrete chain graph models. Zbl 1452.62348
Drton, Mathias

2009

Algebraic factor analysis: tetrads, pentads and beyond. Zbl 1111.13020
Drton, Mathias; Sturmfels, Bernd; Sullivant, Seth

2007

Testing independence in high dimensions with sums of rank correlations. Zbl 1415.62038
Leung, Dennis; Drton, Mathias

2018

PC algorithm for nonparanormal graphical models. Zbl 1318.62197
Harris, Naftali; Drton, Mathias

2013

A SINful approach to Gaussian graphical model selection. Zbl 1130.62068
Drton, Mathias; Perlman, Michael D.

2008

Handbook of graphical models. Zbl 1410.62001

2019

Estimation of high-dimensional graphical models using regularized score matching. Zbl 1336.62130
Lin, Lina; Drton, Mathias; Shojaie, Ali

2016

A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088
Drton, Mathias; Plummer, Martyn

2017

Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 1499.62190
Weihs, L.; Drton, M.; Meinshausen, N.

2018

Binary models for marginal independence. Zbl 1148.62043
Drton, Mathias; Richardson, Thomas S.

2008

High-dimensional Ising model selection with Bayesian information criteria. Zbl 1309.62050
Barber, Rina Foygel; Drton, Mathias

2015

Distribution-free consistent independence tests via center-outward ranks and signs. Zbl 1506.62313
Shi, Hongjian; Drton, Mathias; Han, Fang

2022

Robust Bayesian graphical modeling using Dirichlet \(t\)-distributions. Zbl 1327.62143
Finegold, Michael; Drton, Mathias

2014

Moments of minors of Wishart matrices. Zbl 1152.62343
Drton, Mathias; Massam, Hélène; Olkin, Ingram

2008

On the power of Chatterjee’s rank correlation. Zbl 07543326
Shi, H.; Drton, M.; Han, F.

2022

Global identifiability of linear structural equation models. Zbl 1215.62052
Drton, Mathias; Foygel, Rina; Sullivant, Seth

2011

Algebraic statistical models. Zbl 1132.62003
Drton, Mathias; Sullivant, Seth

2007

Half-trek criterion for generic identifiability of linear structural equation models. Zbl 1257.62059
Foygel, Rina; Draisma, Jan; Drton, Mathias

2012

High-dimensional consistent independence testing with maxima of rank correlations. Zbl 1461.62078
Drton, Mathias; Han, Fang; Shi, Hongjian

2020

Multimodality of the likelihood in the bivariate seemingly unrelated regressions model. Zbl 1079.62060
Drton, Mathias; Richardson, Thomas S.

2004

Graphical methods for efficient likelihood inference in Gaussian covariance models. Zbl 1225.62031
Drton, Mathias; Richardson, Thomas S.

2008

Generalized score matching for non-negative data. Zbl 1489.62082
Yu, Shiqing; Drton, Mathias; Shojaie, Ali

2019

Efficient computation of the Bergsma-Dassios sign covariance. Zbl 1342.65068
Weihs, Luca; Drton, Mathias; Leung, Dennis

2016

On causal discovery with an equal-variance assumption. Zbl 1435.62166
Chen, Wenyu; Drton, Mathias; Wang, Y. Samuel

2019

Computing maximum likelihood estimates in recursive linear models with correlated errors. Zbl 1235.62077
Drton, Mathias; Eichler, Michael; Richardson, Thomas S.

2009

Maximum likelihood estimation in Gaussian chain graph models under the alternative Markov property. Zbl 1125.62086
Drton, Matias; Eichler, Michael

2006

On universally consistent and fully distribution-free rank tests of vector independence. Zbl 1539.62126
Shi, Hongjian; Hallin, Marc; Drton, Mathias; Han, Fang

2022

Asymptotic seat bias formulas. Zbl 1079.62130
Drton, Mathias; Schwingenschlögl, Udo

2005

Large-sample theory for the Bergsma-Dassios sign covariance. Zbl 1346.62094
Nandy, Preetam; Weihs, Luca; Drton, Mathias

2016

Smoothness of Gaussian conditional independence models. Zbl 1196.62055
Drton, Mathias; Xiao, Han

2010

Maximum likelihood degree of variance component models. Zbl 1281.62159
Gross, Elizabeth; Drton, Mathias; Petrović, Sonja

2012

Algebraic problems in structural equation modeling. Zbl 1411.62128
Drton, Mathias

2018

A geometric interpretation of the characteristic polynomial of reflection arrangements. Zbl 1208.51008
Drton, Mathias; Klivans, Caroline J.

2010

On a parametrization of positive semidefinite matrices with zeros. Zbl 1210.15036
Drton, Mathias; Yu, Josephine

2010

Graphical models for zero-inflated single cell gene expression. Zbl 1423.62148
McDavid, Andrew; Gottardo, Raphael; Simon, Noah; Drton, Mathias

2019

High-dimensional causal discovery under non-Gaussianity. Zbl 1435.62213
Wang, Y. Samuel; Drton, Mathias

2020

Generic identifiability of linear structural equation models by ancestor decomposition. Zbl 1373.62250
Drton, Mathias; Weihs, Luca

2016

Seat allocation distributions and seat biases of stationary apportionment methods for proportional representation. Zbl 1083.60502
Schwingenschlögl, Udo; Drton, Mathias

2004

Surface volumes of rounding polytopes. Zbl 1059.60014
Drton, Mathias; Schwingenschlögl, Udo

2004

Existence and uniqueness of the Kronecker covariance MLE. Zbl 1480.62096
Drton, Mathias; Kuriki, Satoshi; Hoff, Peter

2021

Identifiability of directed Gaussian graphical models with one latent source. Zbl 1332.62172
Leung, Dennis; Drton, Mathias; Hara, Hisayuki

2016

Wald tests of singular hypotheses. Zbl 1388.62164
Drton, Mathias; Xiao, Han

2016

Laplace approximation in high-dimensional Bayesian regression. Zbl 1384.62077
Barber, Rina Foygel; Drton, Mathias; Tan, Kean Ming

2016

The maximum likelihood threshold of a path diagram. Zbl 1418.62231
Drton, Mathias; Fox, Christopher; Käufl, Andreas; Pouliot, Guillaume

2019

Order-invariant prior specification in Bayesian factor analysis. Zbl 1341.62164
Leung, Dennis; Drton, Mathias

2016

Maximum likelihood estimates for Gaussian mixtures are transcendental. Zbl 1460.62081
Améndola, Carlos; Drton, Mathias; Sturmfels, Bernd

2016

Quantifying the failure of bootstrap likelihood ratio tests. Zbl 1228.62037
Drton, Mathias; Williams, Benjamin

2011

Seat excess variances of apportionment methods for proportional representation. Zbl 1122.62110
Schwingenschlögl, Udo; Drton, Mathias

2006

A mutagenetic tree hidden Markov model for longitudinal clonal HIV sequence data. Zbl 1170.62368
Beerenwinkel, Niko; Drton, Mathias

2007

Computing all roots of the likelihood equations of seemingly unrelated regressions. Zbl 1120.62037
Drton, Mathias

2006

Robust and sparse Gaussian graphical modelling under cell-wise contamination. Zbl 07851069
Katayama, Shota; Fujisawa, Hironori; Drton, Mathias

2018

On the choice of the splitting ratio for the split likelihood ratio test. Zbl 07650531
Strieder, David; Drton, Mathias

2022

Conditional independence models for seemingly unrelated regressions with incomplete data. Zbl 1085.62056
Drton, Mathias; Andersson, Steen A.; Perlman, Michael D.

2006

Multiple solutions to the likelihood equations in the Behrens-Fisher problem. Zbl 1151.62021
Drton, Mathias

2008

On the causal interpretation of acyclic mixed graphs under multivariate normality. Zbl 1314.05085
Fox, Christopher J.; Käufl, Andreas; Drton, Mathias

2015

Covariate-adaptive clustering of exposures for air pollution epidemiology cohorts. Zbl 1366.62256
Keller, Joshua P.; Drton, Mathias; Larson, Timothy; Kaufman, Joel D.; Sandler, Dale P.; Szpiro, Adam A.

2017

Marginal likelihood and model selection for Gaussian latent tree and forest models. Zbl 1381.62224
Drton, Mathias; Lin, Shaowei; Weihs, Luca; Zwiernik, Piotr

2017

Empirical likelihood for linear structural equation models with dependent errors. Zbl 07850051
Wang, Y. Samuel; Drton, Mathias

2017

Comments on: Sequences of regressions and their independencies. Zbl 1362.62146
Drton, Mathias; Fox, Chris; Käufl, Andreas

2012

Finiteness of small factor analysis models. Zbl 1440.62230
Drton, Mathias; Xiao, Han

2010

Mutagenetic tree models. Zbl 1376.62074
Beerenwinkel, Niko; Drton, Mathias

2005

On Azadkia-Chatterjee’s conditional dependence coefficient. Zbl 07824087
Shi, Hongjian; Drton, Mathias; Han, Fang

2024

Nested covariance determinants and restricted trek separation in Gaussian graphical models. Zbl 1476.62119
Drton, Mathias; Robeva, Elina; Weihs, Luca

2020

Computation of maximum likelihood estimates in cyclic structural equation models. Zbl 1499.62016
Drton, Mathias; Fox, Christopher; Wang, Y. Samuel

2019

Rejoinder: “Robust Bayesian graphical modeling using Dirichlet \(t\)-distributions”. Zbl 1327.62144
Finegold, Michael; Drton, Mathias

2014

Correction on ‘Moments of minors of Wishart matrices’. Zbl 1373.62234
Drton, Mathias; Goia, Aldo

2012

Iterative conditional fitting for discrete chain graph models. Zbl 1153.65309
Drton, Mathias

2008

Generalized score matching for general domains. Zbl 1493.62194
Yu, Shiqing; Drton, Mathias; Shojaie, Ali

2022

Third-order moment varieties of linear non-Gaussian graphical models. Zbl 07858350
Améndola, Carlos; Drton, Mathias; Grosdos, Alexandros; Homs, Roser; Robeva, Elina

2023

Half-trek criterion for identifiability of latent variable models. Zbl 1539.62163
Barber, Rina Foygel; Drton, Mathias; Sturma, Nils; Weihs, Luca

2022

On Azadkia-Chatterjee’s conditional dependence coefficient. Zbl 07824087
Shi, Hongjian; Drton, Mathias; Han, Fang

2024

Third-order moment varieties of linear non-Gaussian graphical models. Zbl 07858350
Améndola, Carlos; Drton, Mathias; Grosdos, Alexandros; Homs, Roser; Robeva, Elina

2023

Distribution-free consistent independence tests via center-outward ranks and signs. Zbl 1506.62313
Shi, Hongjian; Drton, Mathias; Han, Fang

2022

On the power of Chatterjee’s rank correlation. Zbl 07543326
Shi, H.; Drton, M.; Han, F.

2022

On universally consistent and fully distribution-free rank tests of vector independence. Zbl 1539.62126
Shi, Hongjian; Hallin, Marc; Drton, Mathias; Han, Fang

2022

On the choice of the splitting ratio for the split likelihood ratio test. Zbl 07650531
Strieder, David; Drton, Mathias

2022

Generalized score matching for general domains. Zbl 1493.62194
Yu, Shiqing; Drton, Mathias; Shojaie, Ali

2022

Half-trek criterion for identifiability of latent variable models. Zbl 1539.62163
Barber, Rina Foygel; Drton, Mathias; Sturma, Nils; Weihs, Luca

2022

Existence and uniqueness of the Kronecker covariance MLE. Zbl 1480.62096
Drton, Mathias; Kuriki, Satoshi; Hoff, Peter

2021

High-dimensional consistent independence testing with maxima of rank correlations. Zbl 1461.62078
Drton, Mathias; Han, Fang; Shi, Hongjian

2020

High-dimensional causal discovery under non-Gaussianity. Zbl 1435.62213
Wang, Y. Samuel; Drton, Mathias

2020

Nested covariance determinants and restricted trek separation in Gaussian graphical models. Zbl 1476.62119
Drton, Mathias; Robeva, Elina; Weihs, Luca

2020

Handbook of graphical models. Zbl 1410.62001

2019

Generalized score matching for non-negative data. Zbl 1489.62082
Yu, Shiqing; Drton, Mathias; Shojaie, Ali

2019

On causal discovery with an equal-variance assumption. Zbl 1435.62166
Chen, Wenyu; Drton, Mathias; Wang, Y. Samuel

2019

Graphical models for zero-inflated single cell gene expression. Zbl 1423.62148
McDavid, Andrew; Gottardo, Raphael; Simon, Noah; Drton, Mathias

2019

The maximum likelihood threshold of a path diagram. Zbl 1418.62231
Drton, Mathias; Fox, Christopher; Käufl, Andreas; Pouliot, Guillaume

2019

Computation of maximum likelihood estimates in cyclic structural equation models. Zbl 1499.62016
Drton, Mathias; Fox, Christopher; Wang, Y. Samuel

2019

Testing independence in high dimensions with sums of rank correlations. Zbl 1415.62038
Leung, Dennis; Drton, Mathias

2018

Symmetric rank covariances: a generalized framework for nonparametric measures of dependence. Zbl 1499.62190
Weihs, L.; Drton, M.; Meinshausen, N.

2018

Algebraic problems in structural equation modeling. Zbl 1411.62128
Drton, Mathias

2018

Robust and sparse Gaussian graphical modelling under cell-wise contamination. Zbl 07851069
Katayama, Shota; Fujisawa, Hironori; Drton, Mathias

2018

A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088
Drton, Mathias; Plummer, Martyn

2017

Covariate-adaptive clustering of exposures for air pollution epidemiology cohorts. Zbl 1366.62256
Keller, Joshua P.; Drton, Mathias; Larson, Timothy; Kaufman, Joel D.; Sandler, Dale P.; Szpiro, Adam A.

2017

Marginal likelihood and model selection for Gaussian latent tree and forest models. Zbl 1381.62224
Drton, Mathias; Lin, Shaowei; Weihs, Luca; Zwiernik, Piotr

2017

Empirical likelihood for linear structural equation models with dependent errors. Zbl 07850051
Wang, Y. Samuel; Drton, Mathias

2017

Estimation of high-dimensional graphical models using regularized score matching. Zbl 1336.62130
Lin, Lina; Drton, Mathias; Shojaie, Ali

2016

Efficient computation of the Bergsma-Dassios sign covariance. Zbl 1342.65068
Weihs, Luca; Drton, Mathias; Leung, Dennis

2016

Large-sample theory for the Bergsma-Dassios sign covariance. Zbl 1346.62094
Nandy, Preetam; Weihs, Luca; Drton, Mathias

2016

Generic identifiability of linear structural equation models by ancestor decomposition. Zbl 1373.62250
Drton, Mathias; Weihs, Luca

2016

Identifiability of directed Gaussian graphical models with one latent source. Zbl 1332.62172
Leung, Dennis; Drton, Mathias; Hara, Hisayuki

2016

Wald tests of singular hypotheses. Zbl 1388.62164
Drton, Mathias; Xiao, Han

2016

Laplace approximation in high-dimensional Bayesian regression. Zbl 1384.62077
Barber, Rina Foygel; Drton, Mathias; Tan, Kean Ming

2016

Order-invariant prior specification in Bayesian factor analysis. Zbl 1341.62164
Leung, Dennis; Drton, Mathias

2016

Maximum likelihood estimates for Gaussian mixtures are transcendental. Zbl 1460.62081
Améndola, Carlos; Drton, Mathias; Sturmfels, Bernd

2016

High-dimensional Ising model selection with Bayesian information criteria. Zbl 1309.62050
Barber, Rina Foygel; Drton, Mathias

2015

On the causal interpretation of acyclic mixed graphs under multivariate normality. Zbl 1314.05085
Fox, Christopher J.; Käufl, Andreas; Drton, Mathias

2015

Robust Bayesian graphical modeling using Dirichlet \(t\)-distributions. Zbl 1327.62143
Finegold, Michael; Drton, Mathias

2014

Rejoinder: “Robust Bayesian graphical modeling using Dirichlet \(t\)-distributions”. Zbl 1327.62144
Finegold, Michael; Drton, Mathias

2014

PC algorithm for nonparanormal graphical models. Zbl 1318.62197
Harris, Naftali; Drton, Mathias

2013

Half-trek criterion for generic identifiability of linear structural equation models. Zbl 1257.62059
Foygel, Rina; Draisma, Jan; Drton, Mathias

2012

Maximum likelihood degree of variance component models. Zbl 1281.62159
Gross, Elizabeth; Drton, Mathias; Petrović, Sonja

2012

Comments on: Sequences of regressions and their independencies. Zbl 1362.62146
Drton, Mathias; Fox, Chris; Käufl, Andreas

2012

Correction on ‘Moments of minors of Wishart matrices’. Zbl 1373.62234
Drton, Mathias; Goia, Aldo

2012

Robust graphical modeling of gene networks using classical and alternative \(t\)-distributions. Zbl 1232.62083
Finegold, Michael; Drton, Mathias

2011

Global identifiability of linear structural equation models. Zbl 1215.62052
Drton, Mathias; Foygel, Rina; Sullivant, Seth

2011

Quantifying the failure of bootstrap likelihood ratio tests. Zbl 1228.62037
Drton, Mathias; Williams, Benjamin

2011

Smoothness of Gaussian conditional independence models. Zbl 1196.62055
Drton, Mathias; Xiao, Han

2010

A geometric interpretation of the characteristic polynomial of reflection arrangements. Zbl 1208.51008
Drton, Mathias; Klivans, Caroline J.

2010

On a parametrization of positive semidefinite matrices with zeros. Zbl 1210.15036
Drton, Mathias; Yu, Josephine

2010

Finiteness of small factor analysis models. Zbl 1440.62230
Drton, Mathias; Xiao, Han

2010

Lectures on algebraic statistics. Zbl 1166.13001
Drton, Mathias; Sturmfels, Bernd; Sullivant, Seth

2009

Likelihood ratio tests and singularities. Zbl 1196.62020
Drton, Mathias

2009

Discrete chain graph models. Zbl 1452.62348
Drton, Mathias

2009

Computing maximum likelihood estimates in recursive linear models with correlated errors. Zbl 1235.62077
Drton, Mathias; Eichler, Michael; Richardson, Thomas S.

2009

A SINful approach to Gaussian graphical model selection. Zbl 1130.62068
Drton, Mathias; Perlman, Michael D.

2008

Binary models for marginal independence. Zbl 1148.62043
Drton, Mathias; Richardson, Thomas S.

2008

Moments of minors of Wishart matrices. Zbl 1152.62343
Drton, Mathias; Massam, Hélène; Olkin, Ingram

2008

Graphical methods for efficient likelihood inference in Gaussian covariance models. Zbl 1225.62031
Drton, Mathias; Richardson, Thomas S.

2008

Multiple solutions to the likelihood equations in the Behrens-Fisher problem. Zbl 1151.62021
Drton, Mathias

2008

Iterative conditional fitting for discrete chain graph models. Zbl 1153.65309
Drton, Mathias

2008

Estimation of a covariance matrix with zeros. Zbl 1143.62032
Chaudhuri, Sanjay; Drton, Mathias; Richardson, Thomas S.

2007

Multiple testing and error control in Gaussian graphical model selection. Zbl 1246.62143
Drton, Mathias; Perlman, Michael D.

2007

Algebraic factor analysis: tetrads, pentads and beyond. Zbl 1111.13020
Drton, Mathias; Sturmfels, Bernd; Sullivant, Seth

2007

Algebraic statistical models. Zbl 1132.62003
Drton, Mathias; Sullivant, Seth

2007

A mutagenetic tree hidden Markov model for longitudinal clonal HIV sequence data. Zbl 1170.62368
Beerenwinkel, Niko; Drton, Mathias

2007

Maximum likelihood estimation in Gaussian chain graph models under the alternative Markov property. Zbl 1125.62086
Drton, Matias; Eichler, Michael

2006

Seat excess variances of apportionment methods for proportional representation. Zbl 1122.62110
Schwingenschlögl, Udo; Drton, Mathias

2006

Computing all roots of the likelihood equations of seemingly unrelated regressions. Zbl 1120.62037
Drton, Mathias

2006

Conditional independence models for seemingly unrelated regressions with incomplete data. Zbl 1085.62056
Drton, Mathias; Andersson, Steen A.; Perlman, Michael D.

2006

Asymptotic seat bias formulas. Zbl 1079.62130
Drton, Mathias; Schwingenschlögl, Udo

2005

Mutagenetic tree models. Zbl 1376.62074
Beerenwinkel, Niko; Drton, Mathias

2005

Model selection for Gaussian concentration graphs. Zbl 1108.62098
Drton, Mathias; Perlman, Michael D.

2004

Multimodality of the likelihood in the bivariate seemingly unrelated regressions model. Zbl 1079.62060
Drton, Mathias; Richardson, Thomas S.

2004

Seat allocation distributions and seat biases of stationary apportionment methods for proportional representation. Zbl 1083.60502
Schwingenschlögl, Udo; Drton, Mathias

2004

Surface volumes of rounding polytopes. Zbl 1059.60014
Drton, Mathias; Schwingenschlögl, Udo

2004