Articles with "indirectly observed" as a keyword



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Semiparametric linear transformation models for indirectly observed outcomes.

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Published in 2021 at "Statistics in medicine"

DOI: 10.1002/sim.8903

Abstract: We propose a regression framework to analyze outcomes that are indirectly observed via one or multiple proxies. Semiparametric transformation models, including Cox proportional hazards regression, turn out to be well suited to model the association… read more here.

Keywords: indirectly observed; semiparametric linear; linear transformation; multiple proxies ... See more keywords