Some improved diagnostics for failure of the Rasch model |
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Authors: | Ivo W. Molenaar |
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Affiliation: | (1) University of Groningen, Netherlands;(2) Fac. Soc. Wet., Oude Boteringestraat 23, 9712 GC Groningen, Netherlands |
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Abstract: | Although several goodness of fit tests have been developed for the Rasch model for dichotomous items, most of them are of a global, asymptotic, and confirmatory type. This paper, based on ideas from a recent thesis by Van den Wollenberg, offers some suggestions for local, small sample, and exploratory techniques: difficulty plots for person groups scoring right and wrong on a specific item, a slope test per item based on a binomial distribution per score group, and a unidimensionality check based on an extended hypergeometric distribution per score group. This paper owes much to the inspiring and pioneering work of Arnold Van den Wollenberg, of which only minor aspects are criticized. Thanks go to Charles Lewis for stimulating discussions and for solutions to some programming problems. |
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Keywords: | logistic latent trait model Rasch assumptions exploration of model fit |
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