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

Author

Listed:
  • Christopher Paul

    ()

  • William Mason

    ()

  • Daniel McCaffrey

    ()

  • Sarah Fox

    ()

Abstract

No abstract is available for this item.

Suggested Citation

  • Christopher Paul & William Mason & Daniel McCaffrey & Sarah Fox, 2008. "A cautionary case study of approaches to the treatment of missing data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 17(3), pages 351-372, July.
  • Handle: RePEc:spr:stmapp:v:17:y:2008:i:3:p:351-372
    DOI: 10.1007/s10260-007-0090-4
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    File URL: http://hdl.handle.net/10.1007/s10260-007-0090-4
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    References listed on IDEAS

    as
    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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    Citations

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    Cited by:

    1. Denis Conniffe & Donal O’Neill, 2008. "An Efficient Estimator for Dealing with Missing Data on Explanatory Variables in a Probit Choice Model," Economics, Finance and Accounting Department Working Paper Series n1960908.pdf, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
    2. 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;Population Association of America (PAA), vol. 48(2), pages 581-592, May.
    3. 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.
    4. Heidi Hanson & Ken Smith & Zachary Zimmer, 2015. "Reproductive History and Later-Life Comorbidity Trajectories: A Medicare-Linked Cohort Study From the Utah Population Database," Demography, Springer;Population Association of America (PAA), vol. 52(6), pages 2021-2049, December.
    5. 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.
    6. Keuntae Kim, 2014. "Intergenerational Transmission of Age at First Birth in the United States: Evidence from Multiple Surveys," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(5), pages 649-671, October.
    7. Conniffe, Denis & O'Neill, Donal, 2009. "Efficient Probit Estimation with Partially Missing Covariates," IZA Discussion Papers 4081, Institute for the Study of Labor (IZA).
    8. Tüselmann, Heinz & Sinkovics, Rudolf R. & Pishchulov, Grigory, 2015. "Towards a consolidation of worldwide journal rankings – A classification using random forests and aggregate rating via data envelopment analysis," Omega, Elsevier, vol. 51(C), pages 11-23.

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