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Make summary tables for descriptive statistics and select explanatory variables automatically in various regression models. Support linear models, generalized linear models and cox-proportional hazard models. Generate publication-ready tables summarizing result of regression analysis and plots. The tables and plots can be exported in "HTML", "pdf('LaTex')", "docx('MS Word')" and "pptx('MS Powerpoint')" documents.
Version: | 0.3.3 |
Depends: | R (≥ 2.10) |
Imports: | moonBook (≥ 0.3.0), nortest, dplyr, crayon, stringr, tidyr, purrr, survival, mice, officer, flextable, rlang, patchwork, ggplot2, boot, broom, tidycmprsk, scales, maxstat, pammtools |
Suggests: | knitr, finalfit, lme4, TH.data, rmarkdown, survminer, asaur, cmprsk, PairedData |
Published: | 2023-11-14 |
DOI: | 10.32614/CRAN.package.autoReg |
Author: | Keon-Woong Moon [aut, cre] |
Maintainer: | Keon-Woong Moon <cardiomoon at gmail.com> |
BugReports: | https://github.com/cardiomoon/autoReg/issues |
License: | GPL-3 |
URL: | https://github.com/cardiomoon/autoReg, https://cardiomoon.github.io/autoReg/ |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | autoReg results |
Reference manual: | autoReg.pdf |
Vignettes: |
Automatic Regression Modeling Bootstrap Simulation for model prediction Getting started Statistical tests in gaze Survival Analysis |
Package source: | autoReg_0.3.3.tar.gz |
Windows binaries: | r-devel: autoReg_0.3.3.zip, r-release: autoReg_0.3.3.zip, r-oldrel: autoReg_0.3.3.zip |
macOS binaries: | r-release (arm64): autoReg_0.3.3.tgz, r-oldrel (arm64): autoReg_0.3.3.tgz, r-release (x86_64): autoReg_0.3.3.tgz, r-oldrel (x86_64): autoReg_0.3.3.tgz |
Old sources: | autoReg archive |
Please use the canonical form https://CRAN.R-project.org/package=autoReg to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.