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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
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Bayesian Regularized SEM: Current Capabilities and Constraints
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
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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 ...
Hyeri Hong +2 more
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Probing beyond: The impact of model size and prior informativeness on Bayesian SEM fit indices [PDF]
Behavior Research MethodsAbstract Examining how well a hypothesized model fits observed data is pivotal in Bayesian structural equation modeling (SEM). Recent efforts have aimed to formulate Bayesian SEM fit indices akin to those used in frequentist SEM. However, the assessment of these fit indices in Bayesian SEM has been limited in scope. This research entailed two
Xinya Liang, Chunhua Cao, Ejike J Edeh
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Cogent Business & 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 ...
Hiroki Iwamoto, Hideo Suzuki
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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 +2 more
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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 +2 more
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Small Samples, Big Insights: A Methodological Comparison of Estimation Techniques for Latent Divergent Thinking Models [PDF]
Journal of IntelligenceIn psychology, small sample sizes are a frequent challenge—particularly when studying specific expert populations or using complex and cost-intensive methods like human scoring of creative answers—as they reduce statistical power, bias results, and limit
Selina Weiss +2 more
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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
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