Articles with "covariates hierarchical" as a keyword



Bayesian estimation of a multilevel multidimensional item response model using auxiliary variables method: an exploration of the correlation between multiple latent variables and covariates in hierarchical data

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Published in 2019 at "Statistics and Its Interface"

DOI: 10.4310/sii.2019.v12.n1.a4

Abstract: Within the framework of Bayesian analysis, we present a multilevel multidimensional item response modeling and estimation method to study the relations among multiple abilities and covariates in a hierarchical data structure. The proposed method is… read more here.

Keywords: multidimensional item; covariates hierarchical; latent; model ... See more keywords