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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
Müller, Dominik;Czado, Claudia
Selection of sparse vine copulas in high dimensions with the Lasso
Statistics and Computing
2018
29
2
Mar
269-287
Barthel, Nicole;Geerdens, Candida;Killiches, Matthias;Janssen, Paul;Czado, Claudia
Vine copula based likelihood estimation of dependence patterns in multivariate event time data
Computational Statistics & Data Analysis
2018
117
Jan
109-127
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
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
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