Order-independent constraint-based causal structure learning

14 November 2012

Papers citing "Order-independent constraint-based causal structure learning"

8 / 58 papers shown

Title
Improving Accuracy and Scalability of the PC Algorithm by Maximizing P-value Joseph Ramsey 15 14 0 03 Oct 2016
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs Emilija Perković J. Textor M. Kalisch Marloes H. Maathuis OffRL 23 141 0 22 Jun 2016
Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling R. Rahmadi P. Groot Marieke HC van Rijn Jan AJG van den Brand M. Heins H. Knoop Tom Heskes CML 19 15 0 22 May 2016
High-dimensional consistency in score-based and hybrid structure learning Preetam Nandy Alain Hauser Marloes H. Maathuis 39 128 0 09 Jul 2015
Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimised Implementations in the bnlearn R Package M. Scutari CML 56 164 0 30 Jun 2014
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 147 435 0 20 Feb 2013
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 221 626 0 20 Feb 2013
A Discovery Algorithm for Directed Cyclic Graphs Thomas S. Richardson CML 83 193 0 13 Feb 2013