Estimation of treatment policies based on functional predictors

DOI10.5705/SS.2012.196OpenAlexW1999245624WikidataQ42836885 ScholiaQ42836885MaRDI QIDQ5248925

Ian W. McKeague, Min Qian

Publication date: 28 April 2015

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4142446

zbMATH Keywords

empirical processesfunctional data analysislocally efficient estimationinverse treatment probability weighting

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (7)

A rank-based approach to estimating monotone individualized two treatment regimes ⋮ Functional Feature Construction for Individualized Treatment Regimes ⋮ Functional additive models for optimizing individualized treatment rules ⋮ Methods for Scalar‐on‐Function Regression ⋮ Optimal Treatment Regimes: A Review and Empirical Comparison ⋮ A Sequential Significance Test for Treatment by Covariate Interactions ⋮ Covariate balancing functional propensity score for functional treatments in cross-sectional observational studies

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