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:
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ffmanova.pdf |ffmanova.html✨
ffmanova/json (API)
NEWS
# 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 1 years agofrom:f4a0380e00. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 11 2024 |
R-4.5-win | OK | Nov 11 2024 |
R-4.5-linux | OK | Nov 11 2024 |
R-4.4-win | OK | Nov 11 2024 |
R-4.4-mac | OK | Nov 11 2024 |
R-4.3-win | OK | Nov 11 2024 |
R-4.3-mac | OK | Nov 11 2024 |
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 |