Parameterizing and Simulating from Causal Models
Evans, R
Didelez, V
(08 Sep 2021)
http://arxiv.org/abs/2109.03694v5
Towards standard imsets for maximal ancestral graphs
Hu, Z
Evans, R
(22 Aug 2022)
http://arxiv.org/abs/2208.10436v3
Combining experimental and observational data through a power likelihood
Lin, X
Tarp, J
Evans, R
(05 Apr 2023)
http://arxiv.org/abs/2304.02339v2
Data fusion for efficiency gain in ATE estimation: A practical review
with simulations
Lin, X
Tarp, J
Evans, R
(01 Jul 2024)
http://arxiv.org/abs/2407.01186v1
with simulations
Toward a Complete Criterion for Value of Information in Insoluble
Decision Problems
Carey, R
Lee, S
Evans, R
(13 Jul 2024)
http://arxiv.org/abs/2407.09883v1
Decision Problems
Marginal Causal Flows for Validation and Inference
Manela, D
Battaglia, L
Evans, R
(02 Nov 2024)
http://arxiv.org/abs/2411.01295v2
Testing Generalizability in Causal Inference
Manela, D
Yang, L
Evans, R
(05 Nov 2024)
http://arxiv.org/abs/2411.03021v2
Exact Simulation of Longitudinal Data from Marginal Structural Models
Lin, X
Manela, D
Mathis, C
Tarp, J
Evans, R
(11 Feb 2025)
http://arxiv.org/abs/2502.07991v3
Outcome-Informed Weighting for Robust ATE Estimation
Yang, L
Evans, R
(20 Mar 2025)
http://arxiv.org/abs/2503.15989v1
Signature kernel conditional independence tests in causal discovery for stochastic processes
Rossi Ferrucci, E
Proceedings of the 13th International Conference on Learning Representations (ICLR 2025)
(22 Jan 2025)