Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.
| Version: | 2.0 |
| Depends: | R (≥ 2.10) |
| Imports: | gbm (≥ 1.5-3), survey, xtable, lattice, latticeExtra, MatrixModels, data.table, ggplot2, xgboost |
| Suggests: | knitr |
| Published: | 2021-03-30 |
| Author: | Matthew Cefalu, Greg Ridgeway, Dan McCaffrey, Andrew Morral, Beth Ann Griffin, and Lane Burgette |
| Maintainer: | Matthew Cefalu <Matthew_Cefalu at rand.org> |
| License: | GPL-3 | file LICENSE |
| NeedsCompilation: | yes |
| CRAN checks: | twang results |
| Reference manual: | twang.pdf |
| Vignettes: |
Propensity scores for time-varying treatments: A tutorial for the iptw function Propensity scores for multiple treatments: A tutorial for the mnps function Toolkit for Weighting and Analysis of Nonequivalent Groups: A guide to the twang package |
| Package source: | twang_2.0.tar.gz |
| Windows binaries: | r-devel: twang_2.0.zip, r-release: twang_2.0.zip, r-oldrel: twang_2.0.zip |
| macOS binaries: | r-release: twang_2.0.tgz, r-oldrel: twang_2.0.tgz |
| Old sources: | twang archive |
| Reverse imports: | CIMTx, cmprskcoxmsm, OVtool, paths, Plasmode, SBdecomp |
| Reverse suggests: | cobalt, lmtp, optweight, WeightIt |
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