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Double Machine Learning for Sample Selection Models

Published:2023-10-16 Issue: Volume: Page:1-12
ISSN:0735-0015
Container-title:Journal of Business & Economic Statistics
language:en
Short-container-title:Journal of Business & Economic Statistics

Author:

Bia Michela¹^ORCID,Huber Martin²^ORCID,Lafférs Lukáš³⁴^ORCID

Affiliation:

1. Luxembourg Institute of Socio-Economic Research and University of Luxembourg, Esch-sur-Alzette, Luxembourg

2. Department of Economics, University of Fribourg, Fribourg, Switzerland

3. Department of Mathematics, Matej Bel University, Banská Bystrica, Slovakia

4. Department of Economics, Norwegian School of Economics, Bergen, Norway

Funder

Slovak Research and Development Agency

Inter Mobility IN Program: “Causal Mediation Analysis and Machine Learning based estimators

Luxembourg National Research Fund

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Economics and Econometrics,Social Sciences (miscellaneous),Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/07350015.2023.2271071

Reference66 articles.

1. Moment Estimation With Attrition

2. Semiparametric estimation of censored selection models with a nonparametric selection mechanism

3. Mostly Harmless Econometrics

4. The Surrogate Index: Combining Short-Term Proxies to Estimate Long-Term Treatment Effects More Rapidly and Precisely

5. Doubly Robust Estimation in Missing Data and Causal Inference Models

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Efficient covariate balancing for the average treatment effect with missing outcome;Economics Letters;2024-11

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