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A cautionary case study of approaches to the treatment of missing data

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  • Christopher Paul

    ()

  • William Mason

    ()

  • Daniel McCaffrey

    ()

  • Sarah Fox

    ()

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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10260-007-0090-4
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    Bibliographic Info

    Article provided by Springer in its journal Statistical Methods and Applications.

    Volume (Year): 17 (2008)
    Issue (Month): 3 (July)
    Pages: 351-372

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    Handle: RePEc:spr:stmapp:v:17:y:2008:i:3:p:351-372

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    Web page: http://link.springer.de/link/service/journals/10260/index.htm

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    Related research

    Keywords: Missing data; Imputation; Multiple imputation; Casewise deletion;

    References

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    1. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    2. Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
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    Cited by:
    1. Nicholas Wolfinger, 2011. "More Evidence for Trends in the Intergenerational Transmission of Divorce: A Completed Cohort Approach Using Data From the General Social Survey," Demography, Springer, vol. 48(2), pages 581-592, May.
    2. Forest, Adam & Kirchler, Erich, 2010. "Targeting occupations with varying reputations to increase tax revenue," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(3), pages 400-406, June.
    3. Ferrari, Pier Alda & Annoni, Paola & Barbiero, Alessandro & Manzi, Giancarlo, 2011. "An imputation method for categorical variables with application to nonlinear principal component analysis," Computational Statistics & Data Analysis, Elsevier, vol. 55(7), pages 2410-2420, July.

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