Ancestral Causal Inference

Ancestral Causal Inference

22 June 2016

Sara Magliacane

Joris M. Mooij

Papers citing "Ancestral Causal Inference"

12 / 12 papers shown

Title
Multi-omic Causal Discovery using Genotypes and Gene Expression Stephen Asiedu David Watson CML 22 0 0 21 May 2025
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown Interventions Juan L. Gamella Armeen Taeb C. Heinze-Deml Peter Buhlmann CML 134 8 0 13 Mar 2025
backShift: Learning causal cyclic graphs from unknown shift interventions Dominik Rothenhäusler C. Heinze J. Peters N. Meinshausen OOD 55 71 0 08 Jun 2015
Causal inference using invariant prediction: identification and confidence intervals J. Peters Peter Buhlmann N. Meinshausen OOD 114 969 0 06 Jan 2015
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets Sofia Triantafillou Ioannis Tsamardinos CML 129 149 0 10 Mar 2014
Cyclic Causal Discovery from Continuous Equilibrium Data Joris Mooij Tom Heskes 62 82 0 26 Sep 2013
Causal Discovery from Changes Jin Tian Judea Pearl CML 113 164 0 10 Jan 2013
A Bayesian Approach to Constraint Based Causal Inference Tom Claassen Tom Heskes TPM 89 100 0 16 Oct 2012
Incorporating Causal Prior Knowledge as Path-Constraints in Bayesian Networks and Maximal Ancestral Graphs Giorgos Borboudakis Ioannis Tsamardinos 84 37 0 27 Jun 2012
Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Jiji Zhang Peter Spirtes 103 276 0 27 Jun 2012
A Logical Characterization of Constraint-Based Causal Discovery Tom Claassen Tom Heskes CML 96 39 0 14 Feb 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 120 465 0 29 Apr 2011