Talks on Matching Methods for Causal Inference
Gary King. 2015.
"Talks on Matching Methods for Causal Inference."
Abstract
Two talks on causal inference using matching methods. The first talk is based on King, Gary, and Richard Nielsen. 2015. “Why Propensity Scores Should Not Be Used for Matching”. The** second talk** is based on these papers:
- Iacus, Stefano M, Gary King, and Giuseppe Porro. 2011. “Causal Inference Without Balance Checking: Coarsened Exact Matching.” Political Analysis.
- Iacus, Stefano M, Gary King, and Giuseppe Porro. 2011. “Multivariate Matching Methods That Are Monotonic Imbalance Bounding.” Journal of the American Statistical Association 106 (493): 345-361.
- King, Gary, Christopher Lucas, and Richard Nielsen. 2015. “The Balance-Sample Size Frontier in Matching Methods for Causal Inference”.
And and this software: CEM and MatchingFrontier.
See Also
- [Presentation] Matching Methods for Observational and Experimental Causal Inference (Facultad Latinoamericana de Ciencias Sociales) (2023)
- [Presentation] Simplifying Matching Methods for Causal Inference (University of Wisconsin at Madison) (2022)
- [Presentation] Simplifying Matching Methods for Causal Inference (Hebrew University of Jerusalem) (2020)
- [Paper] A Theory of Statistical Inference for Matching Methods in Causal Research (2019)
- [Presentation] Simplifying Matching Methods for Causal Inference (2019)
- [Presentation] Simplifying Matching Methods for Causal Inference (University of Minho) (2019)
- [Presentation] Matching Methods for Causal Inference (2018)
- [Presentation] Matching Methods for Causal Inference and 21 Other Topics (2017)