Non-metric partial least squares

DOI10.1214/12-EJS724zbMath1295.62004MaRDI QIDQ1950875

Giorgio Russolillo

Publication date: 28 May 2013

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1348665231

zbMATH Keywords

nonlinearityoptimal scalingPLS regressionNIPALSPLS path modeling

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25)

Related Items

A Partial Least Squares Algorithm Handling Ordinal Variables ⋮ Treatments of non-metric variables in partial least squares and principal component analysis

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• PLS path modeling
• Regularized generalized canonical correlation analysis
• An inter-battery method of factor analysis
• 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
• Quantitative analysis of qualitative data
• A nonmetric variety of linear factor analysis
• Methods for describing ordinal data with cardinal models
• Additive structure in qualitative data: An alternating least squares method with optimal scaling features
• The principal components of mixed measurement level multivariate data: An alternating least squares method with optimal scaling features
• The Gifi system of descriptive multivariate analysis.
• Handbook of partial least squares. Concepts, methods and applications.
• Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
• Nonmetric multidimensional scaling. A numerical method
• On the prediction of phenomena from qualitative data and the quantification of qualitative data from the mathematico-statistical point of view
• A general method for analysis of covariance structures