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semicontMANOVA

Multivariate ANalysis of VAriance with Ridge Regularization for Semicontinuous High-Dimensional Data

v0.2 · Jun 11, 2025 · GPL-2

Description

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 (2025) A regularized MANOVA test for semicontinuous high-dimensional data. Biometrical Journal, 67:e70054. DOI <doi:10.1002/bimj.70054>, arXiv DOI <doi:10.48550/arXiv.2401.04036>.

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r-devel-linux-x86_64-debian-clang OK
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OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 1 FAILURE Jun 8, 2026
FAILURE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
ERROR r-devel-linux-x86_64-debian-gcc

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Fatal error: cannot create 'R_TempDir'
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies matrixcalc mvtnorm semicontMANOVA

Version History

3 tracked
new 0.2 Mar 10, 2026
updated 0.2 ← 0.1-8 diff Jun 10, 2025
new 0.1-8 Jan 9, 2024