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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.
Version: | 1.1.2 |
Imports: | stats, utils |
Suggests: | car, testthat |
Published: | 2023-10-18 |
DOI: | 10.32614/CRAN.package.ffmanova |
Author: | Øyvind Langsrud [aut, cre], Bjørn-Helge Mevik [aut] |
Maintainer: | Øyvind Langsrud <oyl at ssb.no> |
BugReports: | https://github.com/olangsrud/ffmanova/issues |
License: | GPL-2 |
URL: | https://github.com/olangsrud/ffmanova |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | ffmanova results |
Reference manual: | ffmanova.pdf |
Package source: | ffmanova_1.1.2.tar.gz |
Windows binaries: | r-devel: ffmanova_1.1.2.zip, r-release: ffmanova_1.1.2.zip, r-oldrel: ffmanova_1.1.2.zip |
macOS binaries: | r-release (arm64): ffmanova_1.1.2.tgz, r-oldrel (arm64): ffmanova_1.1.2.tgz, r-release (x86_64): ffmanova_1.1.2.tgz, r-oldrel (x86_64): ffmanova_1.1.2.tgz |
Old sources: | ffmanova archive |
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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.