Simultaneous Component Analysis | List of Frontiers open access articles

Original Research

Published on 15 Oct 2025

Analysis of microbiome high-dimensional experimental design data using generalized linear models and ANOVA simultaneous component analysis

in Omics and Bioinformatics for Microbiomes

Fentaw Abegaz
Davar Abedini
Lemeng Dong
Johan A. Westerhuis
Fred van Eeuwijk
Harro Bouwmeester
Age K. Smilde

Frontiers in Microbiomes

doi 10.3389/frmbi.2025.1584516

2,144 views

Methods

Published on 20 Jun 2014

What's hampering measurement invariance: detecting non-invariant items using clusterwise simultaneous component analysis

in Quantitative Psychology and Measurement

Kim De Roover
Marieke E. Timmerman
Jozefien De Leersnyder
Batja Mesquita
Eva Ceulemans

Frontiers in Psychology

doi 10.3389/fpsyg.2014.00604

11,716 views
24 citations

Original Research

Published on 26 Oct 2022

ALASCA: An R package for longitudinal and cross-sectional analysis of multivariate data by ASCA-based methods

in Metabolomics

Anders Hagen Jarmund
Torfinn Støve Madssen
Guro F. Giskeødegård

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2022.962431

12,366 views
32 citations

Original Research

Published on 31 Jan 2020

Combining Chemical Information From Grass Pollen in Multimodal Characterization

in Technical Advances in Plant Science

Sabrina Diehn
Boris Zimmermann
Valeria Tafintseva
Stephan Seifert
Murat Bağcıoğlu
Mikael Ohlson
Steffen Weidner
Siri Fjellheim
Achim Kohler
Janina Kneipp

Frontiers in Plant Science

doi 10.3389/fpls.2019.01788

5,639 views
24 citations

Original Research

Published on 19 Apr 2016

Metabolic Profile and Root Development of Hypericum perforatum L. In vitro Roots under Stress Conditions Due to Chitosan Treatment and Culture Time

in Plant Metabolism and Chemodiversity

Elisa Brasili
Alfredo Miccheli
Federico Marini
Giulia Praticò
Fabio Sciubba
Maria E. Di Cocco
Valdir Filho Cechinel
Noemi Tocci
Alessio Valletta
Gabriella Pasqua

Frontiers in Plant Science

doi 10.3389/fpls.2016.00507

7,213 views
25 citations

Original Research

Published on 07 Oct 2021

Routine Monitoring of Instrument Stability in a Milk Testing Laboratory With ASCA: A Pilot Study

in Analytical Chemistry

Michel K. Nieuwoudt
Cannon Giglio
Federico Marini
Gavin Scott
Stephen E. Holroyd

Frontiers in Chemistry

doi 10.3389/fchem.2021.733331

3,405 views
6 citations

Original Research

Published on 17 Sep 2021

Multivariate Analysis in Microbiome Description: Correlation of Human Gut Protein Degraders, Metabolites, and Predicted Metabolic Functions

in Systems Microbiology

Stefano Raimondi
Rosalba Calvini
Francesco Candeliere
Alan Leonardi
Alessandro Ulrici
Maddalena Rossi
Alberto Amaretti

Frontiers in Microbiology

doi 10.3389/fmicb.2021.723479

8,833 views
23 citations

Articles

Analysis of microbiome high-dimensional experimental design data using generalized linear models and ANOVA simultaneous component analysis

What's hampering measurement invariance: detecting non-invariant items using clusterwise simultaneous component analysis

ALASCA: An R package for longitudinal and cross-sectional analysis of multivariate data by ASCA-based methods

Combining Chemical Information From Grass Pollen in Multimodal Characterization

Metabolic Profile and Root Development of Hypericum perforatum L. In vitro Roots under Stress Conditions Due to Chitosan Treatment and Culture Time

Routine Monitoring of Instrument Stability in a Milk Testing Laboratory With ASCA: A Pilot Study

Multivariate Analysis in Microbiome Description: Correlation of Human Gut Protein Degraders, Metabolites, and Predicted Metabolic Functions