Package: formulaic
Title: Dynamic Generation and Quality Checks of Formula Objects
Version: 0.0.8
Authors@R: c(
    person("David", "Shilane", , "david.shilane@columbia.edu", c("aut")),
    person("Anderson", "Nelson", , "an2908@columbia.edu", c("aut","ctb","cre")),
    person("Caffrey", "Lee", , "cl3802@columbia.edu", c("aut","ctb")),
    person("Zichen", "Huang", , "zh2380@columbia.edu", c("aut","ctb"))
    )
Description: Many statistical models and analyses in R are implemented
        through formula objects. The formulaic package creates a
        unified approach for programmatically and dynamically
        generating formula objects. Users may specify the outcome and
        inputs of a model directly, search for variables to include
        based upon naming patterns, incorporate interactions, and
        identify variables to exclude. A wide range of quality checks
        are implemented to identify issues such as misspecified
        variables, duplication, a lack of contrast in the inputs, and a
        large number of levels in categorical data.  Variables that do
        not meet these quality checks can be automatically excluded
        from the model.  These issues are documented and reported in a
        manner that provides greater accountability and useful
        information to guide an investigation of the data.
Depends: R (>= 3.2.0)
URL: https://dachosen1.github.io/formulaic/index.html
BugReports: https://github.com/dachosen1/formulaic/issues
License: GPL-3
Encoding: UTF-8
LazyData: TRUE
RoxygenNote: 7.1.1
Imports: data.table, methods
Suggests: knitr, rmarkdown, testthat (>= 2.1.0), covr
VignetteBuilder: knitr
Repository: https://dachosen1.r-universe.dev
Date/Publication: 2026-05-31 18:16:22 UTC
RemoteUrl: https://github.com/dachosen1/formulaic
RemoteRef: HEAD
RemoteSha: 80f1886652f268c146999907d39920c9996c41ad
NeedsCompilation: no
Packaged: 2026-05-31 19:01:00 UTC; root
Author: David Shilane [aut],
  Anderson Nelson [aut, ctb, cre],
  Caffrey Lee [aut, ctb],
  Zichen Huang [aut, ctb]
Maintainer: Anderson Nelson <an2908@columbia.edu>