Package: ffmanova 1.1.2
ffmanova: Fifty-Fifty MANOVA
General linear modeling with multiple responses (MANCOVA). An overall p-value for each model term is calculated by the 50-50 MANOVA method by Langsrud (2002) <doi:10.1111/1467-9884.00320>, which handles collinear responses. Rotation testing, described by Langsrud (2005) <doi:10.1007/s11222-005-4789-5>, is used to compute adjusted single response p-values according to familywise error rates and false discovery rates (FDR). The approach to FDR is described in the appendix of Moen et al. (2005) <doi:10.1128/AEM.71.4.2086-2094.2005>. Unbalanced designs are handled by Type II sums of squares as argued in Langsrud (2003) <doi:10.1023/A:1023260610025>. Furthermore, the Type II philosophy is extended to continuous design variables as described in Langsrud et al. (2007) <doi:10.1080/02664760701594246>. This means that the method is invariant to scale changes and that common pitfalls are avoided.
Authors:
ffmanova_1.1.2.tar.gz
ffmanova_1.1.2.zip(r-4.7)ffmanova_1.1.2.zip(r-4.6)ffmanova_1.1.2.zip(r-4.5)
ffmanova_1.1.2.tgz(r-4.6-any)ffmanova_1.1.2.tgz(r-4.5-any)
ffmanova_1.1.2.tar.gz(r-4.7-any)ffmanova_1.1.2.tar.gz(r-4.6-any)
ffmanova_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ffmanova/json (API)
| # Install 'ffmanova' in R: |
| install.packages('ffmanova', repos = c('https://olangsrud.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/olangsrud/ffmanova/issues
- dressing - Dressing data
Last updated from:f4a0380e00. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 141 | ||
| source / vignettes | OK | 164 | ||
| linux-release-x86_64 | OK | 138 | ||
| macos-release-arm64 | OK | 190 | ||
| macos-oldrel-arm64 | OK | 122 | ||
| windows-devel | OK | 76 | ||
| windows-release | OK | 72 | ||
| windows-oldrel | OK | 68 | ||
| wasm-release | OK | 145 |
Exports:adjustffAnovaffmanovaffmanovatestffModelObjfixModelMatrixlinregEstm2cmanova5050matlabColonmultiPvaluesmultiStatisticsmyorthorth_Drotationtestrotationtestsstdizestdize3unitestunitestsx_Objxy_Obj
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Dressing data | dressing |
| Type II* Anova | ffAnova |
| Fifty-fifty MANOVA | ffmanova |
| Fix the "factor" matrix of a terms object. | fixModelMatrix |
| Computation of 50-50 MANOVA results | manova5050 |
| Simulate Matlab's `:' | matlabColon |
| p-values from MANOVA test statistics | multiPvalues |
| MANOVA test statistics | multiStatistics |
| Predictions, mean predictions, adjusted means and linear combinations | predict.ffmanova |
| Rotation testing | rotationtest rotationtests |
| Centering and scaling of matrices | stdize stdize3 |
| Univariate F or t testing | unitest unitests |
