Semiparametric estimation of long-term treatment effects

Author:

Chen Jiafeng,Ritzwoller David M.

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Applied Mathematics,Economics and Econometrics

Reference78 articles.

1. Athey, S.; Chetty, R.; Imbens, G., Combining experimental and observational data to estimate treatment effects onlong term outcomes. arXiv preprint arXiv:2006.09676 (2020).

2. Athey, S., Chetty, R., Imbens, G., Kang, H., 2020b. Estimating treatment effects using multiple surrogates: the role of the surrogate score and the surrogate index. 1603.09326.

3. The state of applied econometrics: causality and policy evaluation;Athey;J. Econ. Perspect.,2017

4. Using wasserstein generative adversarial networks for the design of monte carlo simulations;Athey;J. Econom.,2021

5. Approximate residual balancing: debiased inference of average treatment effects in high dimensions;Athey;J. R. Stat. Soc.: Ser. B (Stat. Methodol.),2018

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