webinars

Composite-Based Structural Equation Modeling: Developments and Perspectives

2021-04-28
The third “One World webinar” organized by YoungStatS will take place on May 19th, 2021. The focus of this webinar will be on composite-based structural equation modeling, particularly on partial least squares path modeling (Wold, 1982; Lohmöller, 1989) and approaches to assess composite…
partial-least-squares

PLS for Big Data: A unified parallel algorithm for regularised group PLS

Pierre Lafaye de Micheaux, Benoit Liquet, Matt Sutton / 2021-01-28
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We look at the problem of learning latent structure between two blocks of data through the partial least squares (PLS) approach. These methods include approaches for supervised and unsupervised statistical learning. We review these methods and present approaches to decrease the computation time and…