doublyRobust: Doubly robust estimation for monotonely coarsened data in longitudinal studies with dropout and/or incomplete data (R).

TitledoublyRobust: Doubly robust estimation for monotonely coarsened data in longitudinal studies with dropout and/or incomplete data (R).
Publication TypeSoftware
Year of Publication2013
AuthorsTsiatis, Anastasios A., Marie Davidian, Weihua Cao, and Shannon T. Holloway
Version2
Abstract

The doubly.robust package implements the doubly robust estimator applicable in general monotone coarsening problems as developed in Tsiatis, A.A., Davidian, M., and Cao, W. (2011). Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout. Biometrics 67, 536-54.5 and Cao, W., Tsiatis, A.A., and Davidian, M. (2009). Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data. Biometrika 96, 732-734.

Original PublicationdoublyRobust: Doubly robust estimation for monotonely coarsened data in longitudinal studies with dropout and/or incomplete data (R).
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