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Shi, H; Drton, M; Han, F
On the power of Chatterjee’s rank correlation
Biometrika
2022
109
2
Jun
317-333
Shi, Hongjian; Drton, Mathias; Han, Fang
Distribution-Free Consistent Independence Tests via Center-Outward Ranks and Signs
Journal of the American Statistical Association
2022
117
537
Apr
395-410
Wenyu Chen; Mathias Drton; Ali Shojaie
Definite Non-Ancestral Relations and Structure Learning
8th Causal Inference Workshop at UAI (causalUAI 2021)
2021
David Strieder, Tobias Freidling, Stefan Haffner, Mathias Drton
Confidence in causal discovery with linear causal models
1217-1226
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence
2021
Drton, Mathias; Kuriki, Satoshi; Hoff, Peter
Existence and uniqueness of the Kronecker covariance MLE
The Annals of Statistics
2021
49
5
Oct
2721-2754
Yu, Shiqing;Drton, Mathias;Promislow, Daniel E. L.;Shojaie, Ali
CorDiffViz: an R package for visualizing multi-omics differential correlation networks
BMC Bioinformatics
2021
22
1
Oct
1-12
Amendola, C., Dettling, P., Drton, M., Onori,F., and Wu, J.
Structure Learning for Cyclic Linear Causal Models
Proceedings of Machine Learning Research (PMLR)
2020
124
Aug
999-1008
Maathuis, Marloes; Drton, Mathias; Lauritzen, Steffen; Wainwright, MArtin
Handbook of Graphical Models
CRC Press
2018
554
Sturm, David J.;Bachner, Joachim;Renninger, Denise;Haug, Stephan;Demetriou, Yolanda
A cluster randomized trial to evaluate need-supportive teaching in physical education on physical activity of sixth-grade girls: A mixed method study
Psychology of Sport and Exercise
2021
54
101902
Drton, Mathias; Han, Fang; Shi, Hongjian
High-dimensional consistent independence testing with maxima of rank correlations
Annals of Statistics
2020
48
6
Dec
3206-3227
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