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Item Selection in Multidimensional Computerized Adaptive Testing—Gaining Information from Different Angles


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  • Chun Wang


  • Hua-Hua Chang
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    Bibliographic Info

    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 76 (2011)
    Issue (Month): 3 (July)
    Pages: 363-384

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    Handle: RePEc:spr:psycho:v:76:y:2011:i:3:p:363-384

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    Keywords: Kullback–Leibler information; Fisher information; mutual information; multidimensional computerized adaptive test; continuous entropy;


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    1. Ying Cheng, 2009. "When Cognitive Diagnosis Meets Computerized Adaptive Testing: CD-CAT," Psychometrika, Springer, vol. 74(4), pages 619-632, December.
    2. Hua-Hua Chang & William Stout, 1993. "The asymptotic posterior normality of the latent trait in an IRT model," Psychometrika, Springer, vol. 58(1), pages 37-52, March.
    3. Daniel Segall, 2001. "General ability measurement: An application of multidimensional item response theory," Psychometrika, Springer, vol. 66(1), pages 79-97, March.
    4. Hua-Hua Chang & Zhiliang Ying, 2008. "To Weight or Not to Weight? Balancing Influence of Initial Items in Adaptive Testing," Psychometrika, Springer, vol. 73(3), pages 441-450, September.
    5. Daniel Segall, 1996. "Multidimensional adaptive testing," Psychometrika, Springer, vol. 61(2), pages 331-354, June.
    6. Bernard Veldkamp & Wim Linden, 2002. "Multidimensional adaptive testing with constraints on test content," Psychometrika, Springer, vol. 67(4), pages 575-588, December.
    7. Joris Mulder & Wim Linden, 2009. "Multidimensional Adaptive Testing with Optimal Design Criteria for Item Selection," Psychometrika, Springer, vol. 74(2), pages 273-296, June.
    8. Wim Linden, 1998. "Bayesian item selection criteria for adaptive testing," Psychometrika, Springer, vol. 63(2), pages 201-216, June.
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    Cited by:
    1. Crabbe, Marjolein & Akinc, Deniz & Vandebroek, Martina, 2014. "Fast algorithms to generate individualized designs for the mixed logit choice model," Transportation Research Part B: Methodological, Elsevier, vol. 60(C), pages 1-15.


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