Evaluating Causal Models by Comparing Interventional Distributions

16 August 2016

Papers citing "Evaluating Causal Models by Comparing Interventional Distributions"

8 / 8 papers shown

Title
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 115 3,982 0 27 Feb 2013
Testing Identifiability of Causal Effects D. Galles Judea Pearl CML 60 90 0 20 Feb 2013
Finding Optimal Bayesian Networks D. M. Chickering Christopher Meek TPM 89 152 0 12 Dec 2012
Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Jiji Zhang Peter Spirtes 105 276 0 27 Jun 2012
Bayesian structure learning using dynamic programming and MCMC Daniel Eaton Kevin P. Murphy 77 136 0 20 Jun 2012
On the Validity of Covariate Adjustment for Estimating Causal Effects I. Shpitser T. VanderWeele J. M. Robins CML 95 205 0 15 Mar 2012
Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs Silvia Acid L. M. D. Campos 157 135 0 30 Jun 2011
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 123 466 0 29 Apr 2011