Package: debiasedTrialEmulation
Type: Package
Title: Pipeline for Debiased Target Trial Emulation
Version: 0.1.2
Authors@R: c(person("Bingyu", "Zhang", role = c("aut","cre"), email = "bingyuz7@sas.upenn.edu"),
            person("Yiwen", "Lu", role = "aut"),
            person("Huilin", "Tang", role = "aut"),
            person("Dazheng","Zhang", role = "aut"),
            person("Yuqing", "Lei", role = "aut"),
            person("Tingyin", "Wang", role = "aut"),
            person("Siqi", "Chen", role = "aut"),
            person("Yong","Chen",role = "aut",email = "ychen123@pennmedicine.upenn.edu"))
Description: Supports propensity score-based methods—including
        matching, stratification, and weighting—for estimating causal
        treatment effects. It also implements calibration using
        negative control outcomes to enhance robustness.
        'debiasedTrialEmulation' facilitates effect estimation for both
        binary and time-to-event outcomes, supporting risk ratio (RR),
        odds ratio (OR), and hazard ratio (HR) as effect measures. It
        integrates statistical modeling and visualization tools to
        assess covariate balance, equipoise, and bias calibration.
        Additional methods—including approaches to address immortal
        time bias, information bias, selection bias, and informative
        censoring—are under development. Users interested in these
        extended features are encouraged to contact the package
        authors.
Imports:
        dplyr,janitor,cobalt,MatchIt,geex,glmnet,survival,ggplot2,ParallelLogger,EmpiricalCalibration,purrr
Depends: R (>= 3.5.0)
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
NeedsCompilation: no
Author: Bingyu Zhang [aut, cre], Yiwen Lu [aut], Huilin Tang [aut],
        Dazheng Zhang [aut], Yuqing Lei [aut], Tingyin Wang [aut], Siqi
        Chen [aut], Yong Chen [aut]
Maintainer: Bingyu Zhang <bingyuz7@sas.upenn.edu>
Packaged: 2026-06-18 10:44:13 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2026-03-20 03:13:02 UTC
RemoteUrl: https://github.com/cran/debiasedTrialEmulation
RemoteRef: HEAD
RemoteSha: bd76d4b542082dbc769e3c05f6d1454cdc1762a8