Distributional Equivalence and Structure Learning for Bow-free Acyclic Path Diagrams
Nowzohour, C
Maathuis, M
Evans, R
Bühlmann, P
(07 Aug 2015)
https://arxiv.org/abs/1508.01717v4
Smooth, identifiable supermodels of discrete DAG models with latent variables
Evans, R
Richardson, T
(21 Nov 2015)
https://arxiv.org/abs/1511.06813v2
Model selection and local geometry
Evans, R
(25 Jan 2018)
https://arxiv.org/abs/1801.08364v4
Faster algorithms for Markov equivalence
Hu, Z
Evans, R
(05 Jul 2020)
https://arxiv.org/abs/2007.02310v1
Algebraic Properties of Gaussian HTC-identifiable Graphs
Yao, B
Evans, R
(28 Nov 2019)
https://arxiv.org/abs/1911.12754v2
Dependency in DAG models with Hidden Variables
Evans, R
(14 Jun 2021)
https://arxiv.org/abs/2106.07523v1
Regression Identifiability and Edge Interventions in Linear Structural Equation Models
Yao, B
Evans, R
(26 May 2022)
https://arxiv.org/abs/2205.13432v1
Latent-free equivalent mDAGs
Evans, R
(14 Sep 2022)
https://arxiv.org/abs/2209.06534v3
Results on Counterfactual Invariance
Fawkes, J
Evans, R
(17 Jul 2023)
https://arxiv.org/abs/2307.08519v1
Parameterizing and Simulating from Causal Models
Evans, R
Didelez, V
(08 Sep 2021)
https://arxiv.org/abs/2109.03694v5