High-dimensional model-assisted inference for local average treatment effects with instrumental variables
Baoluo Sun and Zhiqiang Tan
| Year of publication: |
2022
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|---|---|
| Authors: | Sun, Baoluo ; Tan, Zhiqiang |
| Published in: |
Journal of business & economic statistics : JBES ; a publication of the American Statistical Association. - Abingdon : Taylor & Francis, ISSN 1537-2707, ZDB-ID 2043744-4. - Vol. 40.2022, 4, p. 1732-1744
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| Subject: | Instrumental variable | Calibrated estimation | Causal inference | Complier average causal effect | Doubly robust estimation | Lasso penalty | Model misspecification | Propensity score | Regularized M-estimation | Kausalanalyse | Causality analysis | IV-Schätzung | Instrumental variables | Schätztheorie | Estimation theory | Induktive Statistik | Statistical inference | Robustes Verfahren | Robust statistics | Modellierung | Scientific modelling | Schätzung | Estimation | Nichtparametrisches Verfahren | Nonparametric statistics |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/07350015.2021.1970575 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013540475