Bayesian estimation of a multilevel IRT model using gibbs sampling

By Jean-Paul Fox, Cees A. W. Glas. 2001

411 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/bdab4955e174d96db79966d3f5fd054c2472c36a

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Citations in the corpus

Recent Methods for the Study of Measurement Invariance With Many Groups (2018, unknown): “Conventional two-level IRT (see, e.g., Fox 2005, 2010; Fox and Glas 2001) considers the special case of lW ¼ lB ¼ l and VðEBjÞ ¼ 0, so that equations (9) and (10) become Level 1 : yij ¼ nj þ l fWij þ Eij; ð11Þ Level 2 : nj ¼ nþ l fBj þ 0; ð12Þ so that nj varies only as a function of fB, that is,…”
A hierarchical bayesian statistical framework for response time distributions (2003, background): “In experimental psychology, there is a broad, long-standing distinction between two types of processes: central and peripheral 1 (Balota & Spieler, 1999; Dzhafarov, 1992; Luce, 1986).”
A Bayesian Approach to Multilevel Structural Equation Modeling With Continuous and Dichotomous Outcomes (2015, methodology): “For instance, multilevel measurement modeling with categorical indicators represents the basis of multilevel item response theory (IRT; Fox, 2010; Fox & Glas, 2001; Muthén & Asparouhov, 2012b).”
An Integrated Bayesian Model for DIF Analysis (2009, methodology): “For example, Bayesian estimation methods are used in IRT models in several approaches (e.g. Albert (1992), Patz & Junker (1999a), Patz & Junker (1999b), Fox & Glas (2001), Béguin & Glas (2001)).”
A hierarchical framework for modeling speed and accuracy on test items (2007, background): “Current Models Verhelst, Verstraalen, and Jansen (1997) present a model that is based on the assumption of a generalized extreme-value distribution of a latent response variable given the time spent on the item and a gamma distribution for the time.”
A skew item response model (2006, methodology): “…(2P) IRT model and not in the three-parameter (3P) IRT model, because several generalizations and applications are possible for the 2P model (see, for example, Bradlow et al. 1999, Béguin and Glas 2001, Fox and Glas 2001, Linardakis and P. Dellaportas 2002, Fox and Glas 2003, and Jackman 2004).”