GPSCDF: Generalized Propensity Score Cumulative Distribution Function
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 |
| 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 |
Documentation:
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