Skip to content

BiVariAn

Bivariate Automatic Analysis

v1.0.3 · Jan 27, 2026 · GPL (>= 3)

Description

Simplify bivariate and regression analyses by automating result generation, including summary tables, statistical tests, and customizable graphs. It supports tests for continuous and dichotomous data, as well as stepwise regression for linear, logistic, and Firth penalized logistic models. While not a substitute for tailored analysis, 'BiVariAn' accelerates workflows and is expanding features like multilingual interpretations of results.The methods for selecting significant statistical tests, as well as the predictor selection in prediction functions, can be referenced in the works of Marc Kery (2003) <doi:10.1890/0012-9623(2003)84[92:NORDIG]2.0.CO;2> and Rainer Puhr (2017) <doi:10.1002/sim.7273>.

Downloads

CRAN

247

Last 30 days

17304th

740

Last 90 days

4.1K

Last year

Trend: +59.4% (30d vs prior 30d)

r2u CRAN

11

Last 30 days

33

Last 90 days

1.3K

Last year

Trend: -31.3% (30d vs prior 30d)

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 25, 2026
WARNING 4 OK · 0 NOTE · 9 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
WARNING r-devel-linux-x86_64-debian-clang

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-debian-gcc

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-clang

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-gcc

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-patched-linux-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-release-linux-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-release-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-oldrel-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
ERROR 4 OK · 0 NOTE · 8 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
WARNING r-devel-linux-x86_64-debian-clang

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available:
  'car', 'DescTools', 'logistf', 'rrtable'

Package suggested but not available for checking: ‘riskCommunicator’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
WARNING r-devel-linux-x86_64-fedora-clang

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-gcc

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-patched-linux-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-release-linux-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-release-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-oldrel-windows-x86_64

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING 10 OK · 0 NOTE · 3 WARNING · 0 ERROR · 0 FAILURE Jun 3, 2026
WARNING r-devel-linux-x86_64-debian-gcc

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-clang

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
WARNING r-devel-linux-x86_64-fedora-gcc

examples

Found the following significant warnings:

  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
  Warning in regulartable(df) : 'regulartable' is deprecated.
Deprecated functions may be defunct as soon as of the next release of
R.
See ?Deprecated.
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 2, 2026
ERROR 11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 25, 2026
ERROR r-release-macos-x86_64

package dependencies

Package required but not available: ‘logistf’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies car DescTools dplyr epitools fastDummies ggplot2 ggprism glue lifecycle logistf magrittr rlang rrtable scales systemfonts +2 more dependencies BiVariAn

Version History

4 tracked
new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 1.0.2 diff Jan 26, 2026
updated 1.0.2 ← 1.0.1 diff Sep 16, 2025
new 1.0.1 Mar 4, 2025