Causal inference of general treatment effects using neural networks with a diverging number of confounders
Xiaohong Chen, Ying Liu, Shujie Ma, Zheng Zhang
| Year of publication: |
2024
|
|---|---|
| Authors: | Chen, Xiaohong ; Liu, Ying ; Ma, Shujie ; Zhang, Zheng |
| Subject: | Artificial neural networks | Barron space | Diverging confounders | Mixed smoothness class | Propensity score | Quantile treatment effects | ReLU | Weighted bootstrap | Neuronale Netze | Neural networks | Kausalanalyse | Causality analysis | Theorie | Theory | Nichtparametrisches Verfahren | Nonparametric statistics | Bootstrap-Verfahren | Bootstrap approach | Induktive Statistik | Statistical inference |
freely available
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.jeconom.2023.105555 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015073837