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A multicollinearity and measurement error statistical blind spot : correcting for excessive false positives in regression and PLS

Goodhue, Dale L.; Lewis, William; Thompson, Ron - In: Management information systems : mis quarterly 41 (2017) 3, pp. 667-684

Persistent link: https://www.econbiz.de/10011740838

Handbook of partial least squares : concepts, methods and applications

Esposito Vinzi, Vincenzo (contributor) - 2010

Persistent link: https://www.econbiz.de/10014013078

Handbook of partial least squares : concepts, methods and applications

Esposito Vinzi, Vincenzo (contributor) - 2010

Persistent link: https://www.econbiz.de/10003314107

Segmentation of PLS Path Models by Iterative Reweighted Regressions

Schlittgen, Rainer - 2017

Uncovering unobserved heterogeneity is a requirement to obtain valid results when using structural equation modeling (SEM). Conventional segmentation methods usually fail in an SEM context because they account for the indicator data, but not for the latent variables and their relationships in...

Persistent link: https://www.econbiz.de/10012954430

Une Extension Multi-Tableaux De La Regression Pls

Vivien, M. - 2018

Nous présentons ici une extension de la méthode PLS, l'ACIMO-PLS, permettant de modéliser «globalement» un ensemble de tableaux de données mesurés sur les mêmes individus. L'optimisation du critère proposé revient à la résolution de PLS traditionnel, mais engendre des objets et aides...

Persistent link: https://www.econbiz.de/10012920990

On the role of partial least squares in path analysis for the social sciences

Cook, R. Dennis; Forzani, Liliana - In: Journal of business research : JBR 167 (2023), pp. 1-16

Persistent link: https://www.econbiz.de/10014383048

The degrees of freedom of partial least squares regression

Krämer, Nicole; Sugiyama, Masashi - In: Journal of the American Statistical Association : JASA 106 (2011) 494, pp. 697-705

Persistent link: https://www.econbiz.de/10009268885

Functional principal component regression and functional partial least squares

Reiss, Philip T.; Ogden, R. Todd - In: Journal of the American Statistical Association : JASA 102 (2007) 479, pp. 984-996

Persistent link: https://www.econbiz.de/10003568953

An empirical comparison of principal components and partial least squares regression for high-dimensional data

Sapra, Sunil K. - In: The empirical economics letters : a monthly … 16 (2017) 10, pp. 995-1002

Persistent link: https://www.econbiz.de/10011907062

Mirror, mirror on the wall : a comparative evaluation of composite-based structural equation modeling methods

Hair, Joseph F.; Hult, G. Tomas M.; Ringle, Christian M.; … - In: Journal of the Academy of Marketing Science 45 (2017) 5, pp. 616-632

Persistent link: https://www.econbiz.de/10011772285