Back to Search
Start Over
Quantile-based PLS-SEM with bag of little bootstraps.
- Source :
-
Communications in Statistics: Theory & Methods . 2024, Vol. 53 Issue 18, p6561-6579. 19p. - Publication Year :
- 2024
-
Abstract
- Recently, quantile-based structural equation model has enjoyed increasing popularity in various fields and applications. As we know, structural equation model consists of structural model and measurement model in total. In our quantile-based measurement model, the observed variables are considered to be manifestations of an underlying construct with changing relationships going from the latent variable to its observed variables at different quantiles. Based on our model, we propose a quantile-based partial least square algorithm with bag of little bootstraps. All of our model and algorithm are compared to our quantile-based partial least square algorithms with traditional bootstrap in simulations, and applied to part of IMD (International Institute for Management Development) World Competitiveness Yearbook datasets. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03610926
- Volume :
- 53
- Issue :
- 18
- Database :
- Academic Search Index
- Journal :
- Communications in Statistics: Theory & Methods
- Publication Type :
- Academic Journal
- Accession number :
- 178651733
- Full Text :
- https://doi.org/10.1080/03610926.2023.2248324