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Causal inference [PDF]

open access: yes
In this presentation, I provide a brief overview of quasiexperimental methods of estimating causal impacts using Stata: panel data, matching and reweighting, instrumental variables, and regression discontinuity designs, emphasizing practical ...
Austin Nichols
core  

Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning

open access: yes
Recent years have seen a surge of interest in learning high-level causal representations from low-level image pairs under interventions. Yet, existing efforts are largely limited to simple synthetic settings that are far away from real-world problems. In
Horn, Max   +6 more
core  

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