Package: normality 0.0.2
normality: Tests for Departure from Normality
A toolkit for assessing data normality using a comprehensive collection of statistical methods. It includes descriptive measures and formal hypothesis tests, such as skewness and kurtosis tests, the Anderson–Darling test, the Shapiro–Wilk test, and the D'Agostino–Pearson K2 omnibus test.
Authors:
normality_0.0.2.tar.gz
normality_0.0.2.zip(r-4.7)normality_0.0.2.zip(r-4.6)normality_0.0.2.zip(r-4.5)
normality_0.0.2.tgz(r-4.6-any)normality_0.0.2.tgz(r-4.5-any)
normality_0.0.2.tar.gz(r-4.7-any)normality_0.0.2.tar.gz(r-4.6-any)
normality_0.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
normality/json (API)
NEWS
| # Install 'normality' in R: |
| install.packages('normality', repos = c('https://p10911004-npust.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/p10911004-npust/normality/issues
- cholesterol - Cholesterol data
- leghorn_chick - Leghorn chicken data
- Shapiro_Wilk_coef_table - Shapiro-Wilk normality test
- Shapiro_Wilk_pval_table - Shapiro-Wilk normality test
data-analysisnormalitystatistics
Last updated from:3b3ba86da3. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 118 | ||
| source / vignettes | OK | 221 | ||
| linux-release-x86_64 | OK | 102 | ||
| macos-release-arm64 | OK | 105 | ||
| macos-oldrel-arm64 | OK | 85 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 82 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 87 |
Exports:Anderson_Darling_testD.Agostino_Pearson_testis_tiedkurtosisShapiro_Wilk_testskewness
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Anderson-Darling Normality Test | Anderson_Darling_test |
| Cholesterol data | cholesterol |
| D'Agostino-Pearson K2 Normality Test | D.Agostino_Pearson_test |
| Tied data | is_tied |
| Kurtosis test | kurtosis |
| Leghorn chicken data | leghorn_chick |
| Standard output format | normality_standard_output |
| Shapiro-Wilk normality test (coefficients) | Shapiro_Wilk_coef_table |
| Shapiro-Wilk normality test (p-values) | Shapiro_Wilk_pval_table |
| Shapiro-Wilk Normality Test | Shapiro_Wilk_test |
| Skewness test | skewness |
