Package: PSPI
Type: Package
Title: Propensity Score Predictive Inference for Generalizability and
        Transportability
Version: 1.4
Date: 2026-09-30
Author: Jungang Zou [aut, cre], Qixuan Chen [aut], Joseph Schwartz
        [aut], Nathalie Moise [aut], Roderick Little [aut], Robert
        McCulloch [ctb], Rodney Sparapani [ctb], Charles Spanbauer
        [ctb], Robert Gramacy [ctb], Jean-Sebastien Roy [ctb]
Authors@R: c(person("Jungang", "Zou", role = c("aut", "cre"), email = "jungang.zou@gmail.com"), person("Qixuan", "Chen", role = "aut"), person("Joseph", "Schwartz", role = "aut"), person("Nathalie", "Moise", role = "aut"), person("Roderick", "Little", role = "aut"), person("Robert", "McCulloch", role = "ctb"), person("Rodney", "Sparapani", role = "ctb"), person("Charles", "Spanbauer", role = "ctb"), person("Robert", "Gramacy", role = "ctb"), person("Jean-Sebastien", "Roy", role = "ctb"))
Maintainer: Jungang Zou <jungang.zou@gmail.com>
Description: Provides a suite of Propensity Score Predictive Inference
        (PSPI) methods to generalize treatment effects in trials to
        target populations. The package includes an existing model
        Bayesian Causal Forest (BCF) and four PSPI models (BCF-PS,
        FullBART, SplineBART, DSplineBART). These methods leverage
        Bayesian Additive Regression Trees (BART) to adjust for
        high-dimensional covariates and nonlinear associations, while
        SplineBART and DSplineBART further use propensity score based
        splines to address covariate shift between trial data and
        target population.
License: GPL-2
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: Rcpp, arm, dplyr, mvtnorm, stringr, stats, nnet, methods
LinkingTo: Rcpp, RcppArmadillo, RcppDist, RcppProgress, pg
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
SystemRequirements: GNU make
Suggests: knitr, rmarkdown, mitml, ggplot2
NeedsCompilation: yes
Packaged: 2026-10-01 20:54:28 UTC; root
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://zjg540066169.r-universe.dev
Date/Publication: 2026-10-01 16:43:33 UTC
RemoteUrl: https://github.com/zjg540066169/pspi
RemoteRef: HEAD
RemoteSha: a9f64f9ac49191d91210229c7dd2f9837cc3846c