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Original Articles

Nonparametric methods for the estimation of imputation uncertainty

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Pages 693-698 | Received 14 May 2012, Accepted 14 Nov 2012, Published online: 11 Dec 2012

References

  • Allison , P. D. 2000 . Multiple imputation for missing data: A cautionary tale . Sociol. Methods Res. , 28 ( 3 ) : 301 – 309 . (doi:10.1177/0049124100028003003)
  • Davison , A. C. and Sardy , S. 2007 . Resampling variance estimation in surveys with missing data . J. Off. Stat. , 23 : 371 – 386 .
  • Hershberger , S. L. and Fisher , D. G. 2003 . A note on determining the number of imputations for missing data . Struct. Equ. Model. , 10 : 648 – 650 . (doi:10.1207/S15328007SEM1004_9)
  • Kim , J. -K. 2001 . Variance estimation after imputation . Surv. Methodol. , 27 ( 1 ) : 75 – 83 .
  • Little , R. J.A. and Rubin , D. B. 2002 . Statistical Analysis with Missing Data , 75 – 97 . New York : Wiley .
  • Rao , J. N.K. 1996 . On variance estimation with imputed survey data . J. Amer. Statist. Assoc. , 91 ( 434 ) : 499 – 506 . (doi:10.1080/01621459.1996.10476910)
  • Rao , J. N.K. and Shao , J. 1992 . Jackknife variance estimation with survey data under hot deck imputation . Biometrika , 79 : 811 – 822 . (doi:10.1093/biomet/79.4.811)
  • Royston , P. 2005 . Multiple imputation of missing values . Stata J. , 4 : 227 – 241 .
  • Rubin , D. B. 1987 . Multiple Imputation for Non-Response in Surveys , New York : Wiley .
  • Schafer , J. L. 1997 . Analysis of Incomplete Multivariate Data , 37 – 68 . London : Chapman and Hall .
  • Shao , J. and Sitter , R. R. 1996 . Bootstrap for imputed survey data . J. Amer. Statist. Assoc. , 93 : 819 – 831 . (doi:10.1080/01621459.1998.10473733)
  • Solomon , N. , Oatley , G. and McGary , K. A dynamic method for the evaluation and comparison of imputation techniques . Proceedings of the World Congress on Engineering 2007 Vol II WCE 2007 . London , UK.
  • Wasserman , L. 2005 . All of Nonparametric Statistics , New York : Springer .

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