A Partial Least Squares Algorithm Handling Ordinal Variables

DOI10.1007/978-3-319-40643-5_22zbMath1366.62132OpenAlexW2531285415MaRDI QIDQ5278380

Giuseppe Boari, Gabriele Cantaluppi

Publication date: 19 July 2017

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-40643-5_22

zbMATH Keywords

ordinal variablesrobust methodspartial least squares path modeling (PLS-PM)

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Robustness and adaptive procedures (parametric inference) (62F35)

Uses Software

• psych
• LISREL
• Polycor
• matrixpls
• GitHub

Cites Work

• PLS path modeling
• Regularized generalized canonical correlation analysis
• A modified PLS path modeling algorithm handling reflective categorical variables and a new model building strategy
• Non-metric partial least squares
• A polychoric instrumental variable (PIV) estimator for structural equation models with categorical variables
• On the Theory of Scales of Measurement
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