Journal of the Korean Statistical Society

  • 제29권4호
  • /
  • Pages.385-394
  • /
  • 2000
  • /
  • 1226-3192(pISSN)
  • /
  • 2005-2863(eISSN)
한국통계학회 (The Korean Statistical Society)
권호 표지

Jackknife Variance Estimation under Imputation for Nonrandom Nonresponse with Follow-ups

  • Park, Jinwoo (Department of Applied Statistics, The University of Suwon)
  • 발행 : 2000.12.01
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초록

Jackknife variance estimation based on adjusted imputed values when nonresponse is nonrandom and follow-up data are available for a subsample of nonrespondents is provided. Both hot-deck and ratio imputation method are considered as imputation method. The performance of the proposed variance estimator under nonrandom response mechanism is investigated through numerical simulation.

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참고문헌

  1. Sampling Techniques(3rd ed.) Cochran, W. G.
  2. In Incomplete Data in Sample Surveys v.2 An Overview of Hot-Deck Procedures Ford, B. L.
  3. Journal of American Statistical Association v.88;423 Multiple Imputation in Mixture Models for Nonignorable Nonresponse with Follow-ups Glynn, R. J.;Laird, N. M.;Rubin, D. B.
  4. Sample Survey Methods and Theory v.2 Hansen, M.;Hurwitz, W.;Madow, W.
  5. Unpublished handscript Jackknife Variance Estimation Under Hot-Deck Imputation Kim, J. G.
  6. Survey Metholology v.20 no.1 Jackknife Variance Estimation of Imputed Survey Data Kover, J. G.;Chen, E. J.
  7. Biometrika v.82 Variance Estimation under Two-phase Sampling with Application to Imputation for Missing Data Rao, J. N. K.;Sitter, R. R.
  8. Biometrika v.79 Jackknife Variance Estimation under Hot Deck Imputation Rao, J. N. K.;Shao, J.
  9. Jouranl of American Statistical Association v.91 On Variance Estimation with Imputed Survey Data Rao, J. N. K.
  10. Multiple Imputation for Naonresponse in Surveys Rubin, D. B.