Non-Linear Relationships in SEM with Latent Variables: Some Theoretical Remarks and a Case Study

Gabriele Cantaluppi, Giuseppe Boari, Stefano Bertelli

Risultato della ricerca: Contributo in libroChapter

Abstract

The object of the work is to take into account non-linear relationships in path analysis models with latent variables. Some theoretical remarks are made on the context where non-linearity is to be considered (i.e. inner and/or outer model). Diagnostic tools to test the existence of a non-linear relationship are also presented, mainly with reference to the so-called Kano models. An application to data coming from a survey on the customers of a financial organization is finally presented.
Lingua originaleEnglish
Titolo della pubblicazione ospiteClassification and Multivariate Analysis for Complex Data Structures
EditorB Fichet, D Piccolo, R Verde, M Vichi
Pagine293-300
Numero di pagine8
DOI
Stato di pubblicazionePubblicato - 2011

Keywords

  • PLS
  • non linear relationships

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