PLS path modeling: from foundations to recent developments and open issues for model assessment and improvement

VE Vinzi, L Trinchera, S Amato - Handbook of partial least squares …, 2010 - Springer
In this chapter the authors first present the basic algorithm of PLS Path Modeling by
discussing some recently proposed estimation options. Namely, they introduce the …

Response-based segmentation using finite mixture partial least squares: theoretical foundations and an application to American customer satisfaction index data

CM Ringle, M Sarstedt, EA Mooi - Data mining: Special issue in annals of …, 2009 - Springer
When applying multivariate analysis techniques in information systems and social science
disciplines, such as management information systems (MIS) and marketing, the assumption …

Finite mixture and genetic algorithm segmentation in partial least squares path modeling: identification of multiple segments in complex path models

CM Ringle, M Sarstedt, R Schlittgen - … in Data Analysis, Data Handling and …, 2010 - Springer
When applying structural equation modeling methods, such as partial least squares (PLS)
path modeling, in empirical studies, the assumption that the data have been collected from a …

The Pathmox approach for PLS path modeling segmentation

G Lamberti, TB Aluja, G Sanchez - Applied Stochastic Models …, 2016 - Wiley Online Library
Modeling has often failed to meet expectations, mostly because of the difficulty of
comprehending relationships within phenomena and expressing them in mathematical …

Pathmox approach: Segmentation trees in partial least squares path modeling

GS Trujillo - 2009 - documat.unirioja.es
Sometimes we must face the fact that the variables and concepts of interest in our models
cannot be observed nor measured directly, In these cases we refer to them as theoretical …

Modelling with heterogeneity

G Lamberti - 2015 - upcommons.upc.edu
When collecting survey data for a specific study it is usual to have some background
information, in the form for example, of socio-demographic variables. In our context, these …

[PDF][PDF] Latent class detection in component-based structural equation modeling

VE Vinzi, L Trinchera - Proceedings of the XLIV SIS Scientific …, 2008 - academia.edu
La modellizzazione dei comportamenti umani nell'ambito delle scienze sociali pone seri
problemi: difficilmente il gruppo di unita statistiche osservatee omogeneo rispetto ai …

Patent value models: partial least squares path modelling with mode c and few indicators

AEM Ruiz - 2011 - documat.unirioja.es
Two general goals were raised in this thesis: First, to establish a PLS model for patent value
and to investigate causality relationships among variables that determine the patent value; …

[PDF][PDF] Costrutti di PLS-PM di alto ordine per l'analisi di indicatori sociali compositi

F II - fedoa.unina.it
Il presente progetto di ricerca si focalizza sullo studio, il confronto e l'utilizzo di indicatori
compositi attraverso i modelli ad equazioni strutturali, nello specifico attraverso l'uso dei …

[PDF][PDF] Developments in PLS-PM for the building of a System of Composite Indicators

F II - core.ac.uk
The real world is characterized by deep complexity. Many social, economic and
psychological phenomena are manifold and therefore difficult to measure and to evaluate. A …