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A Multivariate Multilevel Approach to the Modeling of Accuracy and Speed of Test Takers

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  • R. Klein Entink

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  • J.-P. Fox
  • W. Linden
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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s11336-008-9075-y
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    Bibliographic Info

    Article provided by Springer in its journal Psychometrika.

    Volume (Year): 74 (2009)
    Issue (Month): 1 (March)
    Pages: 21-48

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    Handle: RePEc:spr:psycho:v:74:y:2009:i:1:p:21-48

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    Web page: http://www.springerlink.com/link.asp?id=112911

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    Related research

    Keywords: speed; accuracy; IRT; response times;

    References

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    1. McCulloch, Robert E. & Polson, Nicholas G. & Rossi, Peter E., 2000. "A Bayesian analysis of the multinomial probit model with fully identified parameters," Journal of Econometrics, Elsevier, Elsevier, vol. 99(1), pages 173-193, November.
    2. Florin Vaida & Suzette Blanchard, 2005. "Conditional Akaike information for mixed-effects models," Biometrika, Biometrika Trust, Biometrika Trust, vol. 92(2), pages 351-370, June.
    3. A. Béguin & C. Glas, 2001. "MCMC estimation and some model-fit analysis of multidimensional IRT models," Psychometrika, Springer, Springer, vol. 66(4), pages 541-561, December.
    4. McCulloch, Robert & Rossi, Peter E., 1994. "An exact likelihood analysis of the multinomial probit model," Journal of Econometrics, Elsevier, Elsevier, vol. 64(1-2), pages 207-240.
    5. Eric Bradlow & Howard Wainer & Xiaohui Wang, 1999. "A Bayesian random effects model for testlets," Psychometrika, Springer, Springer, vol. 64(2), pages 153-168, June.
    6. David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika van der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639.
    7. Jean-Paul Fox & Cees Glas, 2001. "Bayesian estimation of a multilevel IRT model using gibbs sampling," Psychometrika, Springer, Springer, vol. 66(2), pages 271-288, June.
    8. Browne, William J., 2006. "MCMC algorithms for constrained variance matrices," Computational Statistics & Data Analysis, Elsevier, Elsevier, vol. 50(7), pages 1655-1677, April.
    9. Sinharay S. & Stern H.S., 2002. "On the Sensitivity of Bayes Factors to the Prior Distributions," The American Statistician, American Statistical Association, American Statistical Association, vol. 56, pages 196-201, August.
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    Cited by:
    1. Sun-Joo Cho & Paul Boeck & Susan Embretson & Sophia Rabe-Hesketh, 2014. "Additive Multilevel Item Structure Models with Random Residuals: Item Modeling for Explanation and Item Generation," Psychometrika, Springer, Springer, vol. 79(1), pages 84-104, January.

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