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Often semiparametric estimators are asymptotically equivalent to a sample average. The object being averaged is … function of a semiparametric estimator can be calculated as the limit of the Gateaux derivative of a parameter with respect to …
Persistent link: https://www.econbiz.de/10011304726
A new bandwidth selection method for the fuzzy regression discontinuity estimator is proposed. The method chooses two bandwidths simultaneously, one for each side of the cut-off point by using a criterion based on the estimated asymptotic mean square error taking into account a second-order bias...
Persistent link: https://www.econbiz.de/10011317284
This paper shows how to construct locally robust semiparametric GMM estimators, meaning equivalently moment conditions …
Persistent link: https://www.econbiz.de/10011517194
show that the influence function of a semiparametric estimator is the limit of a Gateaux derivative with respect to a …
Persistent link: https://www.econbiz.de/10011589040
There are many economic parameters that depend on nonparametric first steps. Examples include games, dynamic discrete choice, average exact consumer surplus, and treatment effects. Often estimators of these parameters are asymptotically equivalent to a sample average of an object referred to as...
Persistent link: https://www.econbiz.de/10012595627
asymptotic theory for LR estimators based on sample splitting. This theory uses the additive decomposition of LR moment …
Persistent link: https://www.econbiz.de/10011824067