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Implements the generalized propensity score cumulative distribution function proposed by Greene (2017) <https://digitalcommons.library.tmc.edu/dissertations/AAI10681743/>. A single scalar balancing score is calculated for any generalized propensity score vector with three or more treatments. This balancing score is used for propensity score matching and stratification in outcome analyses when analyzing either ordinal or multinomial treatments.
| Version: | 0.1.1 |
| Imports: | dplyr (≥ 0.7.6) , nbpMatching (≥ 1.5.1), nnet (≥ 7.3-12), MASS (≥ 7.3-49), stats (≥ 3.4), survival (≥ 2.41-3), utils (≥ 3.4) |
| Suggests: | testthat |
| Published: | 2019-03-05 |
| DOI: | 10.32614/CRAN.package.GPSCDF |
| Author: | Derek W. Brown [aut, cre], Thomas J. Greene [aut], Stacia M. DeSantis [aut] |
| Maintainer: | Derek W. Brown <derek9 at gwu.edu> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| CRAN checks: | GPSCDF results |
| Reference manual: | GPSCDF.pdf |
| Package source: | GPSCDF_0.1.1.tar.gz |
| Windows binaries: | r-devel: GPSCDF_0.1.1.zip, r-release: GPSCDF_0.1.1.zip, r-oldrel: GPSCDF_0.1.1.zip |
| macOS binaries: | r-release (arm64): GPSCDF_0.1.1.tgz, r-oldrel (arm64): GPSCDF_0.1.1.tgz, r-release (x86_64): GPSCDF_0.1.1.tgz, r-oldrel (x86_64): GPSCDF_0.1.1.tgz |
| Old sources: | GPSCDF archive |
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