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
NeedsCompilation: no
Packaged: 2021-02-15 20:30:49 UTC; ander
Author: David Shilane [aut],
  Anderson Nelson [aut, ctb, cre],
  Caffrey Lee [aut, ctb],
  Zichen Huang [aut, ctb]
Maintainer: Anderson Nelson <an2908@columbia.edu>
Repository: CRAN
Date/Publication: 2021-02-15 21:10:02 UTC
Built: R 4.6.0; ; 2026-04-25 19:01:15 UTC; unix
