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- W11713255 abstract "gpscore2 estimates the parameters of the conditional distribution of the treatment given the control variables in varlist by GLM, allowing six different distribution functions: binomial, gamma, inverse gaussian, negative binomial, normal, poisson coupled with admissible links; for the normal case assesses the validity of the assumed normal distribution model by a user-specified goodness-of-fit test; and estimates the generalized propensity score (GPS). The estimated GPS is defined as R=r(T,X), where r(.,.) is the conditional density of the treatment given the covariates, T is the observed treatment, and X is the vector of the observed covariates. Then gpscore tests the balancing property by using the algorithm suggested by Hirano and Imbens (2004), and informs the user whether and at what extent the balancing property is supported by the data." @default.
- W11713255 created "2016-06-24" @default.
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- W11713255 date "2013-07-03" @default.
- W11713255 modified "2023-09-27" @default.
- W11713255 title "GPSCORE2: Stata module to estimate the parameters of the conditional distribution of the treatment via GLM" @default.
- W11713255 hasPublicationYear "2013" @default.
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