PLS-SEM: An Introduction using WarpPLS
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- Опубликовано: 21 авг 2024
- In this webinar, we talk with Dr. Mostafa Rasoolimanesh (Taylor's University Malaysia) about WarpPLS.
Structural Equation Modeling (SEM) is a statistical approach to analyze a hypothetical framework. It allows a researcher to test and develop theories, and to test the relationships between latent variables on the conceptual model. PLS-SEM, a major type of SEM, can handle theory development and is lenient towards model’s assumption of data normality and sample size. PLS-SEM is a variance-based approach and aims to maximize the explained variance of the dependent latent constructs. Hence, PLS-SEM is preferred when a researcher wants to predict the construct and identify relationship between them. WarpPLS software package is a powerful non-linear package to perform PLS-SEM. It can handle linear and non-linear relationships between constructs. The software provides various composite and factor -based algorithms for outer model, and different resampling methods. In addition to all quality criteria to assess the reflective and formative measurement models, several important criteria such as; full collinearity including lateral and vertical collinearity between constructs are provided by WarpPLS. It provides plots of all relationships between constructs, as well as, 2D and 3D figures for moderators. WarpPLS 6.0 as the latest version of WarpPLS, providing many more new features to analyze models. This webinar will briefly explain PLS-SEM and WarpPLS and its features.
Thank you Dr. Faizan for introducing such an important software. Please add a video on difference between SmartPLS and WarpPLS (linear and non linear models). U r really doing charity. Great Work. Bravo. Regards
Dear Prof, How we choose/select correctly types of mode (e.g. A, B, M, etc)?
Whether dummy variable can process by warppls?