Principal balances of compositional data for regression and classification using partial least squares

KEGG for taxonomy-based analysis of pathways and genomes

(2022) Minoru Kanehisa et al.   NUCLEIC ACIDS RESEARCH

Analysing Pairwise Logratios Revisited

(2021) Karel Hron et al.   Mathematical Geosciences

Weighted pivot coordinates for partial least squares‐based marker discovery in high‐throughput compositional data

(2021) Nikola Štefelová et al.   Statistical Analysis and Data Mining

Learning sparse log-ratios for high-throughput sequencing data

(2021) Elliott Gordon-Rodriguez et al.   BIOINFORMATICS

SLIDE—Novel Approach to Apocrine Sweat Sampling for Lipid Profiling in Healthy Individuals

(2021) Aleš Kvasnička et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Lipidomic and metabolomic analysis reveals changes in biochemical pathways for non-small cell lung cancer tissues

(2021) Eva Cífková et al.   BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR AND CELL BIOLOGY OF LIPIDS

Robust logistic zero-sum regression for microbiome compositional data

(2021) G. S. Monti et al.   Advances in Data Analysis and Classification

Compositional Data Analysis in Time-Use Epidemiology: What, Why, How

(2020) Dorothea Dumuid et al.   International Journal of Environmental Research and Public Health

A comparison of isometric and amalgamation logratio balances in compositional data analysis

(2020) Michael Greenacre et al.   COMPUTERS & GEOSCIENCES

Classical and Robust Regression Analysis with Compositional Data

(2020) K. G. van den Boogaart et al.   Mathematical Geosciences

Comments on: Compositional data: the sample space and its structure

(2019) J. A. Martín-Fernández   TEST

Toward understanding the origin and evolution of cellular organisms

(2019) Minoru Kanehisa   PROTEIN SCIENCE

Metabolomic Assessment Reveals Alteration in Polyols and Branched Chain Amino Acids Associated With Present and Future Renal Impairment in a Discovery Cohort of 637 Persons With Type 1 Diabetes

(2019) Nete Tofte et al.   Frontiers in Endocrinology

Variable Selection in Compositional Data Analysis Using Pairwise Logratios

(2018) Michael Greenacre   Mathematical Geosciences

Balances: a New Perspective for Microbiome Analysis

(2018) J. Rivera-Pinto et al.   mSystems

Log-ratio Lasso: Scalable, Sparse Estimation for Log-ratio Models

(2018) Stephen Bates et al.   BIOMETRICS

Advances in Principal Balances for Compositional Data

(2017) J. A. Martín-Fernández et al.   Mathematical Geosciences

Microbiome Datasets Are Compositional: And This Is Not Optional

(2017) Gregory B. Gloor et al.   Frontiers in Microbiology

Biological relevance of fatty acyl heterogeneity to the neural membrane dynamics of Rhesus macaques during normative aging

(2016) Sin Man Lam et al.   Oncotarget

PLS-DA for compositional data with application to metabolomics

(2014) Alžběta Kalivodová et al.   JOURNAL OF CHEMOMETRICS

On the Interpretation of Orthonormal Coordinates for Compositional Data

(2011) Eva Fišerová et al.   Mathematical Geosciences

Discriminant partial least squares analysis on compositional data

(2010) Michele Gallo   STATISTICAL MODELLING