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Bayesian Regularized SEM: Current Capabilities and Constraints [PDF]
Psych, 2023 An important challenge in statistical modeling is to balance how well our model explains the phenomenon under investigation with the parsimony of this explanation.
Sara van Erp
exaly +9 more sources
Dangers of the Defaults: A Tutorial on the Impact of Default Priors When Using Bayesian SEM With Small Samples [PDF]
Frontiers in Psychology, 2020 When Bayesian estimation is used to analyze Structural Equation Models (SEMs), prior distributions need to be specified for all parameters in the model.
Sanne C Smid, Sonja D Winter
exaly +6 more sources
Pakistan Journal of Statistics and Operation Research, 2023 In this academic work a comparison between a Bayesian-Structural Equation Modelling (B-SEM) and a Partial Least Squares-Structural Equation Modelling (PLS-SEM) on a relationship amongst self-directed learning readiness (SDLR), E-learning readiness, and learning motivation of undergraduate students throughout the outbreak of Covid-19 is studied.
Reny Rian Marliana +2 more
exaly +3 more sources
The Time Has Come: Toward Bayesian SEM Estimation in Tourism Research [PDF]
Tourism Management, 2018 Abstract While the Bayesian SEM approach is now receiving a strong attention in the literature, tourism studies still heavily rely on the covariance-based approach for SEM estimation. In a recent special issue dedicated to the topic, Zyphur and Oswald (2013) used the term “Bayesian revolution” to describe the rapid growth of the Bayesian approach ...
Mike Tsionas, Albert Assaf, Haemoon Oh
exaly +7 more sources
A Comparison Between Structural Equation Modelling (SEM) and Bayesian SEM Approaches on In-Store Behaviour [PDF]
Industrial Management and Data Systems, 2018 Purpose The purpose of this paper is to examine the effects of atmospherics and affective state on shoppers’ in-store behaviour using the two approaches in structural equation modelling (SEM), i.e. Frequentist and Bayesian approaches. Shoppers’ affective state was tested for its mediating effect on in-store shopping behaviour.
Fon Sim Ong, Kok Wei Khong
exaly +5 more sources
Applying SEM, Exploratory SEM, and Bayesian SEM to Personality Assessments
PsychDespite the importance of demonstrating and evaluating how structural equation modeling (SEM), exploratory structural equation modeling (ESEM), and Bayesian structural equation modeling (BSEM) work simultaneously, research comparing these analytic ...
Alfonso J Martinez +2 more
exaly +4 more sources
Cogent Business and Management, 2019 The importance of corporate social responsibility (CSR) has increased in corporate strategic management. Thus, this study focuses on three relationships: 1) the relationship between corporate financial performance (CFP) and CSR activities (CSRA), 2) the ...
Collins Ntim, Hiroki Iwamoto
exaly +4 more sources
Marginal and Conditional Posterior Predictive p-Values in Bayesian SEM [PDF]
, 2021 The posterior predictive p-value (ppp-value) is currently the primary measure of fit for Bayesian SEM. It is a measure of discrepancy between observed data and a posited model, comparing an observed likelihood ratio test (LRT) statistic to the posterior distribution of LRT statistics under a fitted model.
exaly +3 more sources
Barekeng, 2022 Economics, social and culture are interrelated fields in developing a country. The social and cultural conditions that grow in an area affect how the economy develops in that area and its surrounding.
Frilianda Wulandari +2 more
doaj +2 more sources