Big data in multi-block data analysis: An approach to parallelizing Partial Least Squares Mode B algorithm

Partial Least Squares (PLS) Mode B is a multi-block method and a tightly coupled algorithm for estimating structural equation models (SEMs). Describing key aspects of parallel computing, we approach the parallelization of the PLS Mode B algorithm to operate on large distributed data. We show the sca...

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Detalles Bibliográficos
Autores principales: Martinez-Ruiz, Alba, Montañola-Sales, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6495082/
https://www.ncbi.nlm.nih.gov/pubmed/31183412
http://dx.doi.org/10.1016/j.heliyon.2019.e01451

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6495082/
https://www.ncbi.nlm.nih.gov/pubmed/31183412
http://dx.doi.org/10.1016/j.heliyon.2019.e01451

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