MultANOVA-package: MultANOVA: Analysis of Designed High-Dimensional Data using...

In MultANOVA: Analysis of Designed High-Dimensional Data using the Comprehensive MultANOVA Framework

MultANOVA: Analysis of Designed High-Dimensional Data using the Comprehensive MultANOVA Framework

Description

A comprehensive and computationally fast framework to analyze high dimensional data associated with an experimental design based on Multiple ANOVAs (MultANOVA). It includes testing the overall significance of terms in the model, post-hoc analyses of significant terms and variable selection. Details may be found in Mahieu, B., & Cariou, V. (2025). MultANOVA Followed by Post Hoc Analyses for Designed High‐Dimensional Data: A Comprehensive Framework That Outperforms ASCA, rMANOVA, and VASCA. Journal of Chemometrics, 39(7). \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1002/cem.70039")}.

Author(s)

Maintainer: Benjamin Mahieu [e-mail]

Authors:

• Veronique Cariou [e-mail]

References

Mahieu, B., & Cariou, V. (2025). MultANOVA Followed by Post Hoc Analyses for Designed High‐Dimensional Data: A Comprehensive Framework That Outperforms ASCA, rMANOVA, and VASCA. Journal of Chemometrics, 39(7). \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1002/cem.70039")}

See Also

MultANOVA

MultLSD

DCDA

FisherS

MultANOVA documentation built on Sept. 1, 2025, 5:09 p.m.