Package: testflow 0.8.2

testflow: A Workflow for Statistical Testing, Interpretation, and 'ggplot2'-Based Visualization

Provides a unified workflow for choosing, running, interpreting, and visualizing common statistical tests. The package combines assumption checks, test selection, effect sizes, formatted results, plain-language interpretation, and 'ggplot2'-based statistical visualizations. Implemented methods follow standard references including Casella and Berger (2002, ISBN:9780534243128), Hollander et al. (2013, ISBN:9781118553299), Agresti (2013, ISBN:9780470463635), and Cohen (1988, ISBN:9780805802832).

Authors:Imad EL BADISY [aut, cre]

testflow_0.8.2.tar.gz
testflow_0.8.2.zip(r-4.7)testflow_0.8.2.zip(r-4.6)testflow_0.8.2.zip(r-4.5)
testflow_0.8.2.tgz(r-4.6-any)testflow_0.8.2.tgz(r-4.5-any)
testflow_0.8.2.tar.gz(r-4.7-any)testflow_0.8.2.tar.gz(r-4.6-any)
testflow_0.8.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
testflow/json (API)

# Install 'testflow' in R:
install.packages('testflow', repos = c('https://ielbadisy.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ielbadisy/testflow/issues

On CRAN:

Conda:

data-analysisggplot2statistical-testsstatisticsteaching

4.65 score 1 scripts 20 exports 31 dependencies

Last updated from:c64adbd08f. Checks:7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64WARNING147
source / vignettesOK213
linux-release-x86_64WARNING156
macos-release-arm64WARNING131
macos-oldrel-arm64WARNING135
windows-develWARNING106
windows-releaseWARNING100
windows-oldrelWARNING111
wasm-releaseOK159

Exports:as_tibblemake_cardio_datareportreport_testsumtabtest_categoricaltest_correlationtest_correlation_matrixtest_factorialtest_groupstest_multinomialtest_one_sampletest_outlierstest_pairedtest_paired_categoricaltest_proportiontest_repeatedtest_repeated_categoricaltest_repeated_longtest_two_groups

Dependencies:backportsbroomclicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Effect-size formulas
Purpose | Cohen's d | One-sample Cohen's d | Independent-groups Cohen's d | Paired-sample Cohen's dz | ANOVA-style effect sizes | Eta squared | Kruskal-Wallis epsilon squared | Categorical and rank-based effect sizes | Cramer's V | Rank-biserial correlation | Kendall's W | Other reported workflow summaries | Magnitude labels
Rendered fromeffect-size-formulas.Rmdusingknitr::rmarkdown

Last update: 2026-06-26
Started: 2026-06-15

Getting started with testflow
Getting started
Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-06-26
Started: 2026-06-12

Statistical test workflows
Introduction | One numerical variable | Two independent groups | Paired measurements | More than two groups | Factorial designs | Repeated measurements | Categorical outcomes | Repeated categorical outcomes | References | Correlation | Outliers | Reporting and plotting
Rendered fromstatistical-test-workflows.Rmdusingknitr::rmarkdown

Last update: 2026-06-26
Started: 2026-06-12