Inverse probability weighted estimation of local average treatment effects: a higher order MSE expansion

DOI10.1016/j.spl.2014.08.015zbMath1298.62187OpenAlexW2071034201MaRDI QIDQ464484

Robert P. Lieli, Stephen G. Donald, Yu-Chin Hsu

Publication date: 27 October 2014

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2014.08.015

zbMATH Keywords

higher order expansioninverse probability weighted estimatorlocal average treatment effect

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (4)

A Simple and Efficient Estimation of Average Treatment Effects in Models with Unmeasured Confounders ⋮ Local average and quantile treatment effects under endogeneity: a review ⋮ Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting ⋮ Estimation and inference for distribution and quantile functions in endogenous treatment effect models

Cites Work

• Unnamed Item
• Nonparametric IV estimation of local average treatment effects with covariates
• Semiparametric instrumental variable estimation of treatment response models.
• Dealing with limited overlap in estimation of average treatment effects
• Identification and Estimation of Local Average Treatment Effects
• Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

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