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-likelihood methods weighted by the inverse of the IV propensity score - so-called inverse probability weighted regression adjustment …
Persistent link: https://www.econbiz.de/10013457343
In this paper we study the finite sample and asymptotic properties of various weighting estimators of the local average treatment effect (LATE), several of which are based on Abadie (2003)’s kappa theorem. Our framework presumes a binary endogenous explanatory variable (“treatment”) and a...
Persistent link: https://www.econbiz.de/10013183740
In this paper I revisit the interpretation of the linear instrumental variables (IV) estimand as a weighted average of conditional local average treatment effects (LATEs). I focus on a practically relevant situation in which additional covariates are required for identification while the...
Persistent link: https://www.econbiz.de/10012510217
potential biases. Software for implementing these methods is available in R and Stata. In an important special case, my …
Persistent link: https://www.econbiz.de/10012223869