Bayesian Estimation of Multilevel Models

By E. Hamaker, Irene Klugkist. 2010

47 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Globalization, immigration and national identity: How the level of globalization affects the relations between nationalism, constructive patriotism and attitudes toward immigrants? (2012, background): “However, since the relatively small number of countries might bias the results, Bootstrapping (Goldstein, 2011) and Bayesian (Hamaker & Klugkist, 2011) estimation was applied.”
The Efficacy of Common Fit Indices for Enumerating Classes in Growth Mixture Models When Nested Data Structure Is Ignored (2017, methodology): “In addition, Bayesian analysis with a specific prior distribution allows model selection using posterior model probabilities or the Bayes factor (Hamaker & Klugkist, 2011).”
A Bayesian Approach for Estimating Multilevel Latent Contextual Models (2016, methodology): “…of Prior Distributions Bayesian approaches have recently received considerable attention in the literature on MLM (e.g., Gelman & Hill, 2007; Hamaker & Klugkist, 2011; Zhang, Hamagami, Wang, Nesselroade, & Grimm, 2009), SEM (e.g., Arminger & Muthén, 1998; Kaplan & Depaoli, 2012; Lee, 2007;…”