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.


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install.packages("GPSCDF")

0.1.1 by Derek W. Brown, 4 months ago


Browse source code at https://github.com/cran/GPSCDF


Authors: Derek W. Brown [aut, cre] , Thomas J. Greene [aut] , Stacia M. DeSantis [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports dplyr, nbpMatching, nnet, MASS, stats, survival, utils

Suggests testthat


See at CRAN