Posterior Graph Selection and Estimation Consistency for
High-dimensional Bayesian DAG Models

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Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models

3 November 2016

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Papers citing "Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models"

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Title
Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions D. Geiger David Heckerman 137 195 0 05 May 2021
Learning Local Dependence In Ordered Data Guo Yu Jacob Bien 136 34 0 25 Apr 2016
Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression Bryon Aragam Arash A. Amini Qing Zhou CML 59 42 0 29 Nov 2015
Bayesian variable selection with shrinking and diffusing priors N. Narisetty Xuming He BDL 90 212 0 26 May 2014
Posterior convergence rates for estimating large precision matrices using graphical models Sayantan Banerjee S. Ghosal 118 60 0 12 Feb 2013
Exact covariance thresholding into connected components for large-scale Graphical Lasso Rahul Mazumder Trevor Hastie 102 232 0 18 Aug 2011
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 144 200 0 28 Nov 2009
Regularized estimation of large covariance matrices Peter J. Bickel Elizaveta Levina 388 1,385 0 13 Mar 2008
Wishart distributions for decomposable graphs G. Letac H. Massam 121 149 0 17 Aug 2007