Mathias Drton, Ph.D.

Affiliations: 
2004 University of Washington, Seattle, Seattle, WA 
Area:
Statistics
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"Mathias Drton"

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Michael Perlman grad student 2004 University of Washington
 (Maximum likelihood estimation in Gaussian AMP chain graph models and Gaussian ancestral graph models.)
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Publications

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Lin L, Drton M, Shojaie A. (2016) Estimation of high-dimensional graphical models using regularized score matching Electronic Journal of Statistics. 10: 806-854
Leung D, Drton M, Hara H. (2016) Identifiability of directed gaussian graphical models with one latent source Electronic Journal of Statistics. 10: 394-422
Drton M, Weihs L. (2016) Generic Identifiability of Linear Structural Equation Models by Ancestor Decomposition Scandinavian Journal of Statistics
Leung D, Drton M. (2016) Order-invariant prior specification in Bayesian factor analysis Statistics and Probability Letters. 111: 60-66
Weihs L, Drton M, Leung D. (2016) Efficient computation of the Bergsma–Dassios sign covariance Computational Statistics. 1-14
Améndola C, Drton M, Sturmfels B. (2016) Maximum likelihood estimates for gaussian mixtures are transcendental Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9582: 579-590
Kwok H, Coult J, Drton M, et al. (2015) Adaptive rhythm sequencing: A method for dynamic rhythm classification during CPR. Resuscitation. 91: 26-31
Barber RF, Drton M. (2015) High-dimensional Ising model selection with Bayesian information criteria Electronic Journal of Statistics. 9: 567-607
Drton M, Lim LH, Wu WB. (2015) Preface to the Special Issue on Statistics Linear Algebra and Its Applications. 473: 1-2
Fox CJ, Käufl A, Drton M. (2015) On the causal interpretation of acyclic mixed graphs under multivariate normality Linear Algebra and Its Applications. 473: 93-113
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