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testflow 0.8.2
Outlier workflow
- Standardized
test_outliers() on the same
test_*(formula, data, ...) calling convention used by the
other workflow helpers.
- Kept outlier visualization on the generic
plot() S3
path via plot.testflow().
- Hardened assumption printing so workflows with extra diagnostic
columns no longer break
print().
Output
- Structured printed
testflow and summary output with
cli-based colors, section headings, field labels, and
assumption bullets.
- Interactive console colors are enabled by default for printed
testflow objects and summaries. Set
options(testflow.cli_colors = FALSE) to disable them, or
options(testflow.cli_colors = TRUE) to force colors in
scripts.
Documentation and release
prep
- Added a dedicated
sumtab() example to the README.
- Added an effect-size formulas vignette documenting the implemented
formulas for Cohen’s d, eta squared, Cramer’s V, rank-biserial
correlation, Kendall’s W, and related workflow summaries.
- Added validation tests that pin the documented Cohen’s d formulas to
the implementation.
- Removed generated vignette PDFs from the source repository.
testflow 0.8.1
Summary tables
- Added
sumtab() for formula-driven descriptive summary
tables with optional automatic p-value selection.
Validation and documentation
- Added canonical references to workflow documentation and the main
vignette.
- Added deeper validation checks against base R/reference calculations
for one-sample tests, proportions, correlations, categorical
association, and factorial ANOVA.
- Kept the hardened repeated-measures and post-hoc workflows from
0.8.0.
testflow 0.8.0
Method hardening
- Replaced the repeated-categorical Friedman approximation with an
explicit Cochran Q implementation for binary repeated measures.
- Added pairwise McNemar post-hoc comparisons for repeated categorical
workflows.
- Added base R repeated-measures ANOVA extraction for normal repeated
numeric workflows.
- Added paired post-hoc comparisons for repeated numeric workflows:
paired t-tests after repeated-measures ANOVA and paired Wilcoxon tests
after Friedman.
- Added method-specific post-hoc selection for multi-group
comparisons: Tukey HSD after classical ANOVA, Welch pairwise t-tests
after Welch ANOVA, and pairwise Wilcoxon tests after
Kruskal-Wallis.
- Added validation tests comparing repeated ANOVA and Cochran Q
results against explicit base R/reference formulas.
testflow 0.7.0
First public release.
Workflow API
- Added formula-first support for core study designs:
test_two_groups(outcome ~ group, data = data)
test_groups(outcome ~ group, data = data)
test_categorical(x ~ y, data = data)
test_correlation(y ~ x, data = data)
test_paired(after ~ before, data = data)
test_factorial(outcome ~ factor1 * factor2, data = data)
- Preserved data-first and pipe-friendly calls for existing
examples.
Results
- Primary test results now expose the null hypothesis, confidence
interval columns when available, and effect size fields.
as_tibble() includes H0, confidence interval, effect
size name, effect size estimate, effect size magnitude, and
decision.
Documentation
- Added rendered HTML vignettes in
inst/doc.
- Expanded the README with a list of implemented workflows and tests
considered.
Quality
- Added focused tests for formula-first calls, H0, confidence
intervals, and effect size exposure.
- Added GitHub Actions R CMD check workflow.
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.
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