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Two-way imputation: A Bayesian method for estimating missing scores in tests and questionnaires, and an accurate approximation

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  • Van Ginkel, Joost R.
  • Andries Van der Ark, L.
  • Sijtsma, Klaas
  • Vermunt, Jeroen K.

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  • Van Ginkel, Joost R. & Andries Van der Ark, L. & Sijtsma, Klaas & Vermunt, Jeroen K., 2007. "Two-way imputation: A Bayesian method for estimating missing scores in tests and questionnaires, and an accurate approximation," Computational Statistics & Data Analysis, Elsevier, vol. 51(8), pages 4013-4027, May.
    • Handle: RePEc:eee:csdana:v:51:y:2007:i:8:p:4013-4027
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    References listed on IDEAS

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    1. Henk Kelderman & Carl Rijkes, 1994. "Loglinear multidimensional IRT models for polytomously scored items," Psychometrika, Springer;The Psychometric Society, vol. 59(2), pages 149-176, June.
    2. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    3. Walter Kristof, 1963. "The statistical theory of stepped-up reliability coefficients when a test has been divided into several equivalent parts," Psychometrika, Springer;The Psychometric Society, vol. 28(3), pages 221-238, September.
    4. Cora Maas & Tom Snijders, 2003. "The Multilevel Approach to Repeated Measures for Complete and Incomplete Data," Quality & Quantity: International Journal of Methodology, Springer, vol. 37(1), pages 71-89, February.
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    Cited by:

    1. Joost Ginkel & Pieter Kroonenberg, 2014. "Using Generalized Procrustes Analysis for Multiple Imputation in Principal Component Analysis," Journal of Classification, Springer;The Classification Society, vol. 31(2), pages 242-269, July.
    2. Ahmad R. Alsaber & Jiazhu Pan & Adeeba Al-Hurban, 2021. "Handling Complex Missing Data Using Random Forest Approach for an Air Quality Monitoring Dataset: A Case Study of Kuwait Environmental Data (2012 to 2018)," IJERPH, MDPI, vol. 18(3), pages 1-25, February.

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