Discussion of “Penalized Spline of Propensity Methods for Treatment Comparison”

DOI10.1080/01621459.2018.1543120zbMath1418.62167OpenAlexW2939349454MaRDI QIDQ5229887

Fan Li, Georgia Papadogeorgou

Publication date: 19 August 2019

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2018.1543120

zbMATH Keywords

Bayesian nonparametricsregressionmissing datacausal inference

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35) Generalized linear models (logistic models) (62J12) Statistical sampling theory and related topics (62D99)

Cites Work

• Principal Stratification in Causal Inference
• Dealing with limited overlap in estimation of average treatment effects
• Balancing Covariates via Propensity Score Weighting
• Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability

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