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 |
| DOI: | 10.32614/CRAN.package.autostats |
| Author: | Harrison Tietze [aut, cre] |
| Maintainer: | Harrison Tietze <harrison4192 at gmail.com> |
| BugReports: | https://github.com/Harrison4192/autostats/issues |
| License: | MIT + fileLICENSE |
| URL: | https://harrison4192.github.io/autostats/,https://github.com/Harrison4192/autostats |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | autostats results[issues need fixing before 2025-12-22] |
| Reference manual: | autostats.html ,autostats.pdf |
| Vignettes: | autostats (source,R code) tidy xgboost (source,R code) |
| 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 |
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