Imbens, Guido W.
- Synthetic Difference in Differences
2018/12/24 by Dmitry Arkhangelsky, Susan Athey, Arkhangelsky, Dmitry +7 · 61 citations
Mathematics · Economics, Econometrics and Finance · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
- Approximate Residual Balancing: De-Biased Inference of Average Treatment\n Effects in High Dimensions
2016/04/25 by Susan Athey, Guido W. Imbens, Athey, Susan +3 · 17 citations
Mathematics · Decision Sciences · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Efficiency Analysis Using DEA
- Doubly Robust Identification for Causal Panel Data Models
2019/09/20 by Arkhangelsky, Dmitry, Imbens, Guido W. · 2 citations
#Econometrics (econ.EM) #FOS: Economics and business #General Economics (econ.GN)
- Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
2019/07/16 by Guido W. Imbens, Imbens, Guido W. · 3 voices
Arts and Humanities · Computer Science · Decision Sciences · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Decision-Making and Behavioral Economics #Game Theory and Applications #Philosophy and History of Science #Qualitative Comparative Analysis Research #stat.ME
- Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data
2025/11/01 by Xuelin Yang, Licong Lin, Yang, Xuelin +7 · 1 voice · 1 citation
#econ.EM #stat.ME #stat.ML