Functions to estimate the probability to receive the observed treatment, based on individual characteristics. The inverse of these probabilities can be used as weights when estimating causal effects from observational data via marginal structural models. Both point treatment situations and longitudinal studies can be analysed. The same functions can be used to correct for informative censoring.
Version: 1.2.1 Depends: R (≥ 3.0.0) Imports: MASS, nnet, survival, geepack, graphics, methods, stats Suggests: nlme, survey, boot Published: 2023-12-11 DOI: 10.32614/CRAN.package.ipw Author: Willem M. van der Wal [aut, cre], Ronald B. Geskus [aut] (maintainer 2011-2022) Maintainer: Willem M. van der Wal <willem at vanderwalresearch.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no Citation: ipw citation info In views: MissingData CRAN checks: ipw results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=ipw to link to this page.
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