Inference of Heterogeneous Treatment Effects using Observational Data with High-Dimensional Covariates
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Publication:5087430
DOI10.1111/RSSB.12469OpenAlexW3199468386MaRDI QIDQ5087430
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Publication date: 11 July 2022
Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/rssb.12469
Related Items (5)
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests ⋮ Generalised regression estimators for average treatment effect with multicollinearity in high-dimensional covariates ⋮ Estimation and inference of treatment effects with \(L_2\)-boosting in high-dimensional settings ⋮ Effects attributable to treatment: Inference in experiments and observational studies with a discrete pivot ⋮ Inference for treatment effect parameters in potentially misspecified high-dimensional models
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