autostats: Auto Stats

Automatically do statistical exploration. Create formulas using 'tidyselect' syntax, and then determine cross-validated model accuracy and variable contributions using 'glm' and 'xgboost'. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.

Version: 0.4.1
Depends: R (≥ 3.5.0)
Imports: dplyr, stringr, tidyselect, purrr, janitor, tibble, rlang, stats, rlist, broom, magrittr, ggeasy, ggplot2, jtools, gtools, ggthemes, patchwork, tidyr, xgboost, parsnip, recipes, rsample, tune, workflows, framecleaner, presenter, yardstick, dials, party, data.table, nnet, recosystem, Ckmeans.1d.dp, broom.mixed, igraph
Suggests: knitr, rmarkdown, forcats, parallel, doParallel, hardhat, flextable, glmnet, ggstance, Matrix, BBmisc, readr, lubridate, ranger, XICOR
Published: 2024-06-04
Author: Harrison Tietze [aut, cre]
Maintainer: Harrison Tietze <harrison4192 at gmail.com>
BugReports: https://github.com/Harrison4192/autostats/issues
License: MIT + file LICENSE
URL: https://harrison4192.github.io/autostats/, https://github.com/Harrison4192/autostats
NeedsCompilation: no
Materials: README NEWS
CRAN checks: autostats results

Documentation:

Reference manual: autostats.pdf
Vignettes: autostats
tidy xgboost

Downloads:

Package source: autostats_0.4.1.tar.gz
Windows binaries: r-devel: autostats_0.4.1.zip, r-release: autostats_0.4.1.zip, r-oldrel: autostats_0.4.1.zip
macOS binaries: r-release (arm64): autostats_0.4.1.tgz, r-oldrel (arm64): autostats_0.4.1.tgz, r-release (x86_64): autostats_0.4.1.tgz, r-oldrel (x86_64): autostats_0.4.1.tgz
Old sources: autostats archive

Reverse dependencies:

Reverse imports: TidyConsultant

Linking:

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