AssumpSure

'shiny' Application for Statistical Test Assumption Checking and Guidance

v1.1.4 · Nov 25, 2025 · GPL-3

Description

A 'shiny' application to assess statistical assumptions and guide users toward appropriate tests. The app is designed for researchers with minimal statistical training and provides diagnostics, plots, and test recommendations for a wide range of analyses. Many statistical assumptions are implemented using the package 'rstatix' (Kassambara, 2019) <doi:10.32614/CRAN.package.rstatix> and 'performance' (Lüdecke et al., 2021) <doi:10.21105/joss.03139>.

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CRAN Check Status

2 NOTE

12 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	25.9s
r-devel-linux-x86_64-debian-gcc	OK	20.8s
r-devel-linux-x86_64-fedora-clang	NOTE	42.2s
r-devel-linux-x86_64-fedora-gcc	NOTE	37s
r-devel-macos-arm64	OK	11s
r-devel-windows-x86_64	OK	52s
r-oldrel-macos-arm64	OK	15s
r-oldrel-macos-x86_64	OK	64s
r-oldrel-windows-x86_64	OK	65s
r-patched-linux-x86_64	OK	24.1s
r-release-linux-x86_64	OK	23.5s
r-release-macos-arm64	OK	13s
r-release-macos-x86_64	OK	51s
r-release-windows-x86_64	OK	52s

Check details (14 non-OK)

OK r-devel-linux-x86_64-debian-clang

OK r-devel-linux-x86_64-debian-gcc

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DHARMa’ ‘DT’ ‘MASS’ ‘MVN’ ‘bestNormalize’ ‘brglm2’ ‘broom’
  ‘broom.mixed’ ‘bslib’ ‘car’ ‘coin’ ‘compositions’ ‘correlation’
  ‘dplyr’ ‘effectsize’ ‘fontawesome’ ‘ggpubr’ ‘glmmTMB’ ‘htmltools’
  ‘kableExtra’ ‘knitr’ ‘lme4’ ‘lmerTest’ ‘modelbased’ ‘nnet’
  ‘patchwork’ ‘performance’ ‘rstatix’ ‘see’ ‘shinyBS’ ‘shinyjs’
  ‘shinyscreenshot’ ‘sjPlot’ ‘tidyverse’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DHARMa’ ‘DT’ ‘MASS’ ‘MVN’ ‘bestNormalize’ ‘brglm2’ ‘broom’
  ‘broom.mixed’ ‘bslib’ ‘car’ ‘coin’ ‘compositions’ ‘correlation’
  ‘dplyr’ ‘effectsize’ ‘fontawesome’ ‘ggpubr’ ‘glmmTMB’ ‘htmltools’
  ‘kableExtra’ ‘knitr’ ‘lme4’ ‘lmerTest’ ‘modelbased’ ‘nnet’
  ‘patchwork’ ‘performance’ ‘rstatix’ ‘see’ ‘shinyBS’ ‘shinyjs’
  ‘shinyscreenshot’ ‘sjPlot’ ‘tidyverse’
  All declared Imports should be used.

OK r-devel-macos-arm64

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

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DHARMa’ ‘DT’ ‘MASS’ ‘MVN’ ‘bestNormalize’ ‘brglm2’ ‘broom’
  ‘broom.mixed’ ‘bslib’ ‘car’ ‘coin’ ‘compositions’ ‘correlation’
  ‘dplyr’ ‘effectsize’ ‘fontawesome’ ‘ggpubr’ ‘glmmTMB’ ‘htmltools’
  ‘kableExtra’ ‘knitr’ ‘lme4’ ‘lmerTest’ ‘modelbased’ ‘nnet’
  ‘patchwork’ ‘performance’ ‘rstatix’ ‘see’ ‘shinyBS’ ‘shinyjs’
  ‘shinyscreenshot’ ‘sjPlot’ ‘tidyverse’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DHARMa’ ‘DT’ ‘MASS’ ‘MVN’ ‘bestNormalize’ ‘brglm2’ ‘broom’
  ‘broom.mixed’ ‘bslib’ ‘car’ ‘coin’ ‘compositions’ ‘correlation’
  ‘dplyr’ ‘effectsize’ ‘fontawesome’ ‘ggpubr’ ‘glmmTMB’ ‘htmltools’
  ‘kableExtra’ ‘knitr’ ‘lme4’ ‘lmerTest’ ‘modelbased’ ‘nnet’
  ‘patchwork’ ‘performance’ ‘rstatix’ ‘see’ ‘shinyBS’ ‘shinyjs’
  ‘shinyscreenshot’ ‘sjPlot’ ‘tidyverse’
  All declared Imports should be used.

Dependency Network

Version History

new 1.1.4 Mar 9, 2026