Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
권호 표지

표본조사에서 항목 무응답 대체 방법

  • 김영원 (숙명여자대학교 통계학과) ;
  • 조선경 (숙명여자대학교 통계학과)
  • Published : 1996.12.01
Download PDF
⟨ Previous Next ⟩

Abstract

항목 무응답은 표본조사에서 비표본오차를 발생시키는 중요한 요인으로 지적되고 있다. 본 논문에서는 현재까지 통계조사의 분석과정에서 직관적으로 제시된 다양한 항목 무응답 대체방법들을 정리하고, 이런 방법들 간의 장.단점과 무응답의 발생 형태에 다른 대체 효과를 실제 사회조사 자료를 이용한 모의 실험을 통하여 비교, 분석하였다.

Keywords

References

  1. American Statistical Association 1982 Proceedings of the Section on Survey Research Methods Comparison of Two Procedures for Imputing Missing Survey Values Bailar, J. C. Ⅲ;Bailar, B. A.
  2. Incomplete Data in Sample Survey;Proceedings fo the Symposium v.3 Comparison of the Biases of the Hot deck Imputation Procedure with an 'Equal-Weight' Imputation Procedure Bailar, B. A.;Bailar, J. C.;William, G. Madow(ed.);Ingram Olkin(ed.)
  3. Survey Sampling and Measurement A Comparison of Some Adjustment and Weighting Procedures for Survey Data Bailar, B. A.;Bailey, L.;Corby, C.;N. Krishnan Namboodiri(ed.)
  4. American Statistical Association 1980 Proceedings of the Section on Survey Research methods The Weighted Sequential Hot deck Imputation Procedures Cox, B. G.
  5. American Statistical Association 1978 Proceedings of the Section on Survey Research Methods An Empirical Investigation of Alternative Non-response Adjustment Cox, B. G.;Folsom, R. R. Jr.
  6. Journal of American Statistical Association v.81 Alternative Methods for CPS Income Imputation David, M.;Little, J. A.;Samuhel, M. E.;Triest, R. K.
  7. American Statistical Association 1978 Proceeding of the Section on Survey Research Methods Weighting to Adjust for Partial Nonresponse Ernst, L. R.
  8. American Statistical Association 1980 Proceedings of the Section on Survey Research Methods Variance of the Estimated Mean for Several Imputation Proceudres Ernst, L. R.
  9. American Statistical Association 1976 Proceedings of the Social Statistics Section Missing Data Procedures; A Comparative Study Ford, B. L.
  10. Incomplete Data in Sample Surveys;Theory and Bibliographics v.2 An Overview of Hot-deck Procedures Ford, B. L;William G. Madow(ed.);Ingram Olkin(ed.)
  11. American Statistical Association 1980 Proceedings of the Section on Survey Research Methods Multiple imputation of Individual Social Security Benefit Amounts-Part 1. Herzog, T. N.;Lancaster, C.
  12. Compensating for Missing Survey Data Research Report Series Kalton, G.
  13. Communications in Statistics, Theory and Methods v.13 Some Efficient Random Imputation Methods Kalton, G.;Kish, L.
  14. Nonsampling Error in Surveys Lessler;Kalsbeek
  15. Incomplete Data in Sample Surveys Vol 2. Theory and Bibliographics v.2 Imputation Methodology: Total Survey Error Platek, R.;Gray, G. B.;William, G. Madow(ed.);Ingram Olkin(ed.)
  16. Multiple Imputations for Nonresponse in Surveys Rubin, D. B.
  17. Journals of the American Statistical Association v.91 Multiple Imputations after 18+ Years Rubin, D. B.
  18. Survey Methodology v.5 A Personal View of Hot Deck Imputation Procedures Sande, I. G.
  19. Income Survey Development Program, Survey Development Research Center in Nonresponse and Imputation Report on Additional Task 2 Effects of Imputation on Complex Statistics Santos, R. L.
  20. American Statistical Association 1978 Proceedings of the Section on Survey Research Methods A Comparison of Three Alternative Techniques for Allocating Unreported Social Security Income on the Survey of the Low-Income Aged and Disabled Schieber, S. J.
  21. Searching for Structure : An Approach to Analysis of Substantial Bodies of Micro-Data Documentation for a Computer Program Sonquist, J. A.;Baker, E. L.;Morgan, J. N.
  22. American Statistical Association 1980 Proceedings of the Section on Survey Research Methods A Measure of the Bias in the march CPS Earnings Imputation System Welniak, E. J.;Coder, J. F.