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- Partial_least_squares_path_modeling abstract "The partial least squares path modeling (PLS-PM, PLS-SEM) method to structural equation modeling allows estimating complex cause-effect relationship models with latent variables. It is a component-based estimation approach that differs from the covariance-based structural equation modeling. Unlike the covariance-based approach to structural equation modeling, PLS path modeling does not reproduce a sample covariance matrix. It is more oriented towards maximizing the amount of variance explained (prediction) rather than statistical accuracy of the estimates.The PLS structural equation model is composed of two sub-models: the measurement model and structural model. The measurement model represents the relationships between the observed data and the latent variables. The structural model represents the relationships between the latent variables.An iterative algorithm solves the structural equation model by estimating the latent variables by using the measurement and structural model in alternating steps, hence the procedure's name, partial. The measurement model estimates the latent variables as a weighted sum of its manifest variables. The structural model estimates the latent variables by means of simple or multiple linear regression between the latent variables estimated by the measurement model. This algorithm repeats itself until convergence is achieved.With the availability of software applications such as SmartPLS, PLS-SEM became particularly popular in social sciences disciplines such as accounting, family business, marketing, management information systems, operations management, and strategic management. Recently, areas such as engineering, environmental sciences, medicine, and political sciences more broadly use PLS-SEM to estimate complex cause-effect relationship models with latent variables. Thereby, they analyse, explore and test their established and underlying their conceptual models and theory.".
- Partial_least_squares_path_modeling wikiPageExternalLink index.html.
- Partial_least_squares_path_modeling wikiPageExternalLink pls-gui.com.
- Partial_least_squares_path_modeling wikiPageExternalLink warppls.com.
- Partial_least_squares_path_modeling wikiPageExternalLink www.plsgraph.com.
- Partial_least_squares_path_modeling wikiPageExternalLink www.smartpls.com.
- Partial_least_squares_path_modeling wikiPageID "44411716".
- Partial_least_squares_path_modeling wikiPageLength "5532".
- Partial_least_squares_path_modeling wikiPageOutDegree "25".
- Partial_least_squares_path_modeling wikiPageRevisionID "682297814".
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Econometrics.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Graphical_models.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Latent_variable_models.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Least_squares.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Multivariate_statistics.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Psychometrics.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Regression_analysis.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Statistical_methods.
- Partial_least_squares_path_modeling wikiPageWikiLink Category:Structural_equation_models.
- Partial_least_squares_path_modeling wikiPageWikiLink Conceptual_models.
- Partial_least_squares_path_modeling wikiPageWikiLink Covariance_matrix.
- Partial_least_squares_path_modeling wikiPageWikiLink Engineering.
- Partial_least_squares_path_modeling wikiPageWikiLink Environmental_science.
- Partial_least_squares_path_modeling wikiPageWikiLink Environmental_sciences.
- Partial_least_squares_path_modeling wikiPageWikiLink Latent_variable.
- Partial_least_squares_path_modeling wikiPageWikiLink Latent_variables.
- Partial_least_squares_path_modeling wikiPageWikiLink Linear_regression.
- Partial_least_squares_path_modeling wikiPageWikiLink Medicine.
- Partial_least_squares_path_modeling wikiPageWikiLink Political_science.
- Partial_least_squares_path_modeling wikiPageWikiLink Political_sciences.
- Partial_least_squares_path_modeling wikiPageWikiLink R_(programming_language).
- Partial_least_squares_path_modeling wikiPageWikiLink SmartPLS.
- Partial_least_squares_path_modeling wikiPageWikiLink Structural_equation_modeling.
- Partial_least_squares_path_modeling wikiPageWikiLink Theory.
- Partial_least_squares_path_modeling wikiPageWikiLinkText "Partial least squares path modeling".
- Partial_least_squares_path_modeling wikiPageWikiLinkText "partial least squares (PLS)".
- Partial_least_squares_path_modeling wikiPageWikiLinkText "partial least squares path modeling".
- Partial_least_squares_path_modeling wikiPageWikiLinkText "partial least squares structural equation modeling (PLS-SEM)".
- Partial_least_squares_path_modeling hasPhotoCollection Partial_least_squares_path_modeling.
- Partial_least_squares_path_modeling wikiPageUsesTemplate Template:Reflist.
- Partial_least_squares_path_modeling subject Category:Econometrics.
- Partial_least_squares_path_modeling subject Category:Graphical_models.
- Partial_least_squares_path_modeling subject Category:Latent_variable_models.
- Partial_least_squares_path_modeling subject Category:Least_squares.
- Partial_least_squares_path_modeling subject Category:Multivariate_statistics.
- Partial_least_squares_path_modeling subject Category:Psychometrics.
- Partial_least_squares_path_modeling subject Category:Regression_analysis.
- Partial_least_squares_path_modeling subject Category:Statistical_methods.
- Partial_least_squares_path_modeling subject Category:Structural_equation_models.
- Partial_least_squares_path_modeling comment "The partial least squares path modeling (PLS-PM, PLS-SEM) method to structural equation modeling allows estimating complex cause-effect relationship models with latent variables. It is a component-based estimation approach that differs from the covariance-based structural equation modeling. Unlike the covariance-based approach to structural equation modeling, PLS path modeling does not reproduce a sample covariance matrix.".
- Partial_least_squares_path_modeling label "Partial least squares path modeling".
- Partial_least_squares_path_modeling sameAs m.012bdg31.
- Partial_least_squares_path_modeling wasDerivedFrom Partial_least_squares_path_modeling?oldid=682297814.
- Partial_least_squares_path_modeling isPrimaryTopicOf Partial_least_squares_path_modeling.