semicontMANOVA: Multivariate ANalysis of VAriance with Ridge Regularization for Semicontinuous High-Dimensional Data
Implements Multivariate ANalysis Of VAriance (MANOVA) parameters' inference and test with regularization for semicontinuous high-dimensional data. The method can be applied also in presence of low-dimensional data. The p-value can be obtained through asymptotic distribution or using a permutation procedure. The package gives also the possibility to simulate this type of data. Method is described in Elena Sabbioni, Claudio Agostinelli and Alessio Farcomeni (2024) <doi:10.48550/arXiv.2401.04036>.
| Version: | 0.1-8 |
| Depends: | R (≥ 2.15.1) |
| Imports: | matrixcalc, mvtnorm |
| Published: | 2024-01-10 |
| DOI: | 10.32614/CRAN.package.semicontMANOVA |
| Author: | Elena Sabbioni 
[aut, cre],
Claudio Agostinelli
[aut],
Alessio Farcomeni
[aut] |
| Maintainer: | Elena Sabbioni <elena.sabbioni at polito.it> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | semicontMANOVA results |
Documentation:
| Reference manual: | semicontMANOVA.pdf |
Downloads:
| Package source: | semicontMANOVA_0.1-8.tar.gz |
| Windows binaries: | r-devel: semicontMANOVA_0.1-8.zip, r-release: semicontMANOVA_0.1-8.zip, r-oldrel: semicontMANOVA_0.1-8.zip |
| macOS binaries: | r-release (arm64): semicontMANOVA_0.1-8.tgz, r-oldrel (arm64): semicontMANOVA_0.1-8.tgz, r-release (x86_64): semicontMANOVA_0.1-8.tgz, r-oldrel (x86_64): semicontMANOVA_0.1-8.tgz |
Linking:
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