Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study

Giuseppe Boari; Gabriele Cantaluppi; Stefano Bertelli

Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study

Giuseppe Boari, Gabriele Cantaluppi, Stefano Bertelli

Risultato della ricerca: Contributo in libro › Contributo a convegno

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 originale	English
Titolo della pubblicazione ospite	FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY
Pagine	201-204
Numero di pagine	4
Stato di pubblicazione	Pubblicato - 2008
Evento	First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, Book of Short Papers - Caserta Durata: 11 giu 2008 → 13 giu 2008

Convegno

Convegno	First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, Book of Short Papers
Città	Caserta
Periodo	11/6/08 → 13/6/08

Keywords

Kano model
Modelli strutturali
PLS

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Boari, G., Cantaluppi, G., & Bertelli, S. (2008). Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study. In FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY (pagg. 201-204)

Boari, Giuseppe ; Cantaluppi, Gabriele ; Bertelli, Stefano. / Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study. FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY. 2008. pagg. 201-204

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title = "Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study",

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.",

keywords = "Kano model, Modelli strutturali, PLS, Kano model, Modelli strutturali, PLS",

author = "Giuseppe Boari and Gabriele Cantaluppi and Stefano Bertelli",

year = "2008",

language = "English",

isbn = "978-88-495-1656-2",

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booktitle = "FIRST JOINT MEETING OF THE SOCI{\'E}T{\'E} FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY",

note = "First joint meeting of the Soci{\'e}t{\'e} Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, Book of Short Papers ; Conference date: 11-06-2008 Through 13-06-2008",

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Boari, G, Cantaluppi, G & Bertelli, S 2008, Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study. in FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY. pagg. 201-204, First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, Book of Short Papers, Caserta, 11/6/08.

Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study. / Boari, Giuseppe; Cantaluppi, Gabriele; Bertelli, Stefano.
FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY. 2008. pag. 201-204.

Risultato della ricerca: Contributo in libro › Contributo a convegno

TY - GEN

T1 - Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study

AU - Boari, Giuseppe

AU - Cantaluppi, Gabriele

AU - Bertelli, Stefano

PY - 2008

Y1 - 2008

N2 - 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.

AB - 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.

KW - Kano model

KW - Modelli strutturali

KW - PLS

KW - Kano model

KW - Modelli strutturali

KW - PLS

UR - http://hdl.handle.net/10807/24279

M3 - Conference contribution

SN - 978-88-495-1656-2

SP - 201

EP - 204

BT - FIRST JOINT MEETING OF THE SOCIÉTÉ FRANCOPHONE DE CLASSIFICATION AND THE CLASSIFICATION AND DATA ANALYSIS GROUP OF THE ITALIAN STATISTICAL SOCIETY, BOOK OF SHORT PAPERS, JUNE, 11-13 2008, CASERTA-ITALY

T2 - First joint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society, Book of Short Papers

Y2 - 11 June 2008 through 13 June 2008

ER -

Non-linear relationships in SEM with latent variables: some theoretical remarks and a case study

Abstract

Convegno

Keywords

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