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Toward equation structural modeling: an integration of interpretive structural modeling and structural equation modeling

Journal of Management Analytics, 2021
Interpretive structural modeling (ISM) is an interactive process in which a malformed (bad structured) problem is structured into a comprehensive systematic model.
Moslem Alimohammadlou   +2 more
exaly   +2 more sources

Regularized Structural Equation Modeling [PDF]

open access: yesStructural Equation Modeling, 2016
A new method is proposed that extends the use of regularization in both lasso and ridge regression to structural equation models. The method is termed regularized structural equation modeling (RegSEM). RegSEM penalizes specific parameters in structural equation models, with the goal of creating easier to understand and simpler models.
Kevin J. Grimm
exaly   +3 more sources

Structural Equation Modeling

2011
Structural equation modeling (SEM) is a multivariate statistical framework that is used to model complex relationships between directly and indirectly observed (latent) variables. SEM is a general framework that involves simultaneously solving systems of linear equations and encompasses other techniques such as regression, factor analysis, path ...
Catherine M, Stein   +2 more
  +5 more sources

On the use of structural equation models for marketing modeling

International Journal of Research in Marketing, 2000
We reflect on the role of structural equation modeling (SEM) in marketing modeling and managerial decision making. We discuss some benefits provided by SEM and alert marketing modelers to several recent developments in SEM in three areas: measurement analysis, analysis of cross-sectional data, and analysis of longitudinal data.
Hans Baumgartner
exaly   +3 more sources

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