Showing econ.EMShow all
2 papers · 1 filter
econ.EM2026
GMM under finite-population asymptotics: instrumental variables and regression adjustment
Haruo Kakehi, Yukitoshi Matsushita, Taisuke Otsu
This paper extends the finite-population asymptotic framework of Abadie et al. (2014,2020) to the generalized method of moments (GMM) estimator for moment condition models. Motivat…
econ.EM2021
Learning Causal Models from Conditional Moment Restrictions by Importance Weighting
Masahiro Kato, Masaaki Imaizumi, Kenichiro McAlinn +2
We consider learning causal relationships under conditional moment restrictions. Unlike causal inference under unconditional moment restrictions, conditional moment restrictions po…