Maathuis, Marloes; Drton, Mathias; Lauritzen, Steffen; Wainwright, Martin
Handbook of Graphical Models
CRC Press
2018
554

Yu, Shiqing; Drton, Mathias; Shojaie, Ali
Graphical Models for Non-Negative Data Using Generalized Score Matching
Proceedings of Machine Learning Research
2018
84
1781-1790

Leung, Dennis; Drton, Mathias
Algebraic tests of general Gaussian latent tree models
Advances in Neural Information Processing Systems 31
2018
31
6301-6310

Maathuis, Marloes; Drton, Mathias; Lauritzen, Steffen; Wainwright, Martin
Handbook of Graphical Models
Taylor & Francis Inc
2018
536

Katayama, Shota; Fujisawa, Hironori; Drton, Mathias
Robust and sparse Gaussian graphical modelling under cell-wise contamination
Stat
2018
7
1
Feb
e181

Drton, Mathias
Algebraic problems in structural equation modeling
35-86
Advanced Studies in Pure Mathematics
The 50th Anniversary of Gröbner Bases
Mathematical Society of Japan
2018

Leung, Dennis; Drton, Mathias
Testing independence in high dimensions with sums of rank correlations
The Annals of Statistics
2018
46
1
Feb
280-307

Weihs, Luca; Robinson, Bill; Dufresne, Emilie; Kenkel, Jennifer; Kubjas, Kaie; McGee II, Reginald, Nguyen, Nhan; Robeva, Elina; Drton, Mathias
Determinantal Generalizations of Instrumental Variables
Journal of Causal Inference
2018
6
1
Mar

Drton, Mathias, Kahle, Thomas, Sturmfels, Bernd, and Uhler, Caroline
Algebraic Statistics
Oberwolfach Reports
2018
14
2
Apr
1207-1279

Weihs, Luca; Drton, Mathias; Meinshausen, Nicolai
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence
Biometrika
2018
105
3
Jun
547-562