文章基本信息

标题：Estimation of item location effects by means of the generalized logistic regression model: a simulation study and an application
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作者：RAINER ALEXANDROWICZ ; HERBERT MATSCHINGER
期刊名称：Psychology Science
印刷版ISSN：1614-9947
出版年度：2008
卷号：50
期号：01
出版社：Pabst Science Publishers
摘要：The present paper deals with the application of the generalized logistic regression model to the estimation of item location effects. A Monte Carlo study demonstrates that item difficulties and item location effects show excellent parameter recovery when distributional assumptions of the marginal maximum likelihood method are not met. A practical application to a reasoning test revealed the existence of item location effects and an effect of total test taking time. This model allows for the flexible utilization to a wide range of problems and thus provides a powerful tool for item analysis.
关键词：Item location effect, position effect, Generalized Logistic Regression Model, Generalized Linear Mixed Model, Linear Logistic Test Model