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Kernel-based covariate functional balancing for observational studies

Covariate balance is often advocated for objective causal inference since it mimics randomization in observational data. Unlike methods that balance specific moments of covariates, our proposal attains uniform approximate balance for covariate functions in a reproducing-kernel Hilbert space. The cor...

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Publicat a:Biometrika
Autors principals: WONG, RAYMOND K. W., CHAN, KWUN CHUEN GARY
Format: Artigo
Idioma:Inglês
Publicat: 2017
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5976457/
https://ncbi.nlm.nih.gov/pubmed/29861502
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx069
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