4 citations · 8 across the 9 of their papers we have counts for
4 papers · 1 filter
Mining Causality: AI-Assisted Search for Instrumental Variables
Sukjin Han
The instrumental variables (IVs) method is a leading empirical strategy for causal inference. Finding IVs is a heuristic and creative process, and justifying their validity---espec…
Inference for Interval-Identified Parameters Selected from an Estimated Set
Sukjin Han, Adam McCloskey
Interval identification of parameters such as average treatment effects, average partial effects and welfare is particularly common when using observational data and experimental d…
Set-Valued Control Functions
Sukjin Han, Hiroaki Kaido
The control function approach allows the researcher to identify various causal effects of interest. While powerful, it requires a strong invertibility assumption in the selection p…
Testing Information Ordering for Strategic Agents
Sukjin Han, Hiroaki Kaido, Lorenzo Magnolfi
Specifying the information structure in strategic environments is difficult for empirical researchers. We develop a test of information ordering that examines whether the true info…