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Markov Chain Monte Carlo 1 autocorrelation 1 facets models 1 item response theory 1 longitudinal data 1 multilevel models 1
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Hung, Lai-Fa 1 Wang, Wen-Chung 1
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Journal of Educational and Behavioral Statistics 1
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The Generalized Multilevel Facets Model for Longitudinal Data
Hung, Lai-Fa; Wang, Wen-Chung - In: Journal of Educational and Behavioral Statistics 37 (2012) 2, pp. 231-255
In the human sciences, ability tests or psychological inventories are often repeatedly conducted to measure growth. Standard item response models do not take into account possible autocorrelation in longitudinal data. In this study, the authors propose an item response model to account for...
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