Multiblock Method for Categorical Variables. Application to the Study of Antibiotic Resistance

DOI10.1007/978-3-7908-2604-3_36zbMath1436.62241OpenAlexW196511170MaRDI QIDQ3298489

Stéphanie Bougeard, El Mostafa Qannari, Claire Chauvin

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_36

zbMATH Keywords

discriminant analysiscategorical variablessupervised classificationmultiblock PLSmultiblock redundancy analysis

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12)

Related Items (1)

Categorical multiblock linear discriminant analysis

Cites Work

• PLS path modelling: computation of latent variables with the estimation mode B.
• A modified PLS path modeling algorithm handling reflective categorical variables and a new model building strategy
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