Bayesian Causal Inference in Doubly Gaussian DAG-probit Models

12 April 2023

Papers citing "Bayesian Causal Inference in Doubly Gaussian DAG-probit Models"

10 / 10 papers shown

Title
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation M. T. Bahadori E. T. Tchetgen David Heckerman CML 45 15 0 27 Jul 2021
Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions D. Geiger David Heckerman 137 195 0 05 May 2021
DoWhy: An End-to-End Library for Causal Inference Amit Sharma Emre Kıcıman CML 73 167 0 09 Nov 2020
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 209 747 0 24 May 2017
Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models Xuan Cao Kshitij Khare M. Ghosh 47 56 0 03 Nov 2016
Learning Local Dependence In Ordered Data Guo Yu Jacob Bien 136 34 0 25 Apr 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model Mengjie Chen Zhao Ren Hongyu Zhao Harrison H. Zhou 89 60 0 23 Sep 2013
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 209 509 0 06 Aug 2010
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 144 200 0 28 Nov 2009