Uniformly Semiparametric Efficient Estimation of Treatment Effects With a Continuous Treatment

DOI10.1080/01621459.2014.978005zbMath1373.62543OpenAlexW1996009000MaRDI QIDQ5367466

Liang Wang, Antonio F. jun. Galvao

Publication date: 13 October 2017

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

Full work available at URL: https://figshare.com/articles/journal_contribution/Uniformly_Semiparametric_Efficient_Estimation_of_Treatment_Effects_With_a_Continuous_Treatment/2064819

zbMATH Keywords

efficient estimationignorabilitydose-response functionsemiparametric estimation and inferencebirthweight

Mathematics Subject Classification ID

Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

Related Items (8)

Estimating impulse-response functions for macroeconomic models using directional quantiles ⋮ Covariates distributions balancing for continuous treatment ⋮ Estimating Density Ratio of Marginals to Joint: Applications to Causal Inference ⋮ Matching on Generalized Propensity Scores with Continuous Exposures ⋮ Joint sufficient dimension reduction for estimating continuous treatment effect functions ⋮ Continuous treatment effect estimation via generative adversarial de-confounding ⋮ Non-separable models with high-dimensional data ⋮ Estimation and inference for the counterfactual distribution and quantile functions in continuous treatment models

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