Efficient estimation of average derivatives in NPIV models : Simulation comparisons of neural network estimators
Jiafeng Chen, Xiaohong Chen, Elie Tamer
| Year of publication: |
2023
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| Authors: | Chen, Jiafeng ; Chen, Xiaohong ; Tamer, Elie T. |
| Published in: |
Journal of econometrics. - Amsterdam [u.a.] : Elsevier, ISSN 0304-4076, ZDB-ID 184861-6. - Vol. 235.2023, 2, p. 1848-1875
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| Subject: | Artificial Neural Networks | Efficient influence | Endogenous demand | Nonparametric instrumental variables | Optimal sieve minimum distance | Relu | Semiparametric efficiency | Sigmoid | Weighted average derivatives | Neuronale Netze | Neural networks | Nichtparametrisches Verfahren | Nonparametric statistics | Schätztheorie | Estimation theory | IV-Schätzung | Instrumental variables | Simulation | Derivat | Derivative |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.jeconom.2022.12.014 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014471433