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Drton, Mathias;Kahle, Thomas;Sturmfels, Bernd;Uhler, Caroline
Algebraic Statistics
Oberwolfach Reports
2018
14
2
1207-1279
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
Marloes Maathuis, Mathias Drton, Steffen Lauritzen, Martin Wainwright
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
280-307
Weihs, Luca;Robinson, Bill;Dufresne, Emilie;Kenkel, Jennifer;Kubjas Reginald McGee II, Kaie;Reginald, McGee II;Nguyen, Nhan;Robeva, Elina;Drton, Mathias
Determinantal Generalizations of Instrumental Variables
Journal of Causal Inference
2018
6
1
Drton, Mathias;Kahle, Thomas;Sturmfels, Bernd;Uhler, Caroline
Algebraic Statistics
Oberwolfach Reports
2018
14
2
1207-1279
Weihs, L;Drton, M;Meinshausen, N
Symmetric rank covariances: a generalized framework for nonparametric measures of dependence
Biometrika
2018
105
3
547-562
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