Machine learning estimation of heterogeneous causal effects : empirical Monte Carlo evidence
Michael C. Knaus, Michael Lechner, Anthony Strittmatter
| Year of publication: |
2021
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|---|---|
| Authors: | Knaus, Michael C. ; Lechner, Michael ; Strittmatter, Anthony |
| Published in: |
The econometrics journal. - Oxford : Oxford University Press, ISSN 1368-423X, ZDB-ID 1475536-1. - Vol. 24.2021, 1, p. 134-161
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| Subject: | Causal machine learning | conditional average treatment effects | selection-on-observables | Random Forest | Causal Forest | Lasso | Kausalanalyse | Causality analysis | Künstliche Intelligenz | Artificial intelligence | Monte-Carlo-Simulation | Monte Carlo simulation | Forstwirtschaft | Forestry |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1093/ectj/utaa014 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012504459