Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies
Author:
Affiliation:
1. Division of Biostatistics, Department of Population Health Sciences, Weill Cornell Medicine, New York
2. Division of Pulmonary & Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/01621459.2021.1955691
Reference55 articles.
1. Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
2. Doubly Robust Estimation in Missing Data and Causal Inference Models
3. Benkeser, D., Carone, M., van der Laan, M. J., and Gilbert, P. (2016), “Doubly-Robust Nonparametric Inference on the Average Treatment Effect,” Technical Report 356, U.C. Berkeley Division of Biostatistics Working Paper Series.
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