DOI QR코드

DOI QR Code

Recalibration Estimation for Unit Nonresponse at the Two Levels Auxiliary Information

  • Published : 2003.12.01

Abstract

In this paper we suggest the new calibration estimator, which is called to the recalibration estimator, and its variance estimator using two-phase sampling technique according to the auxiliary information having strong correlation with the variable of interest under the unit nonresponse. In this unit nonresponse situation, an available information may exists at the level of whole population or the first-phase sample. The proposed recalibration estimator derives from the first and second phase weights respectively.

Keywords

References

  1. 한국통계학회 춘계발표 논문집 무응답 상황하에서 보조정보의 수준에 따른 분산추정량에 관한 연구 손창균;홍기학;이기성
  2. 한국통계학회 논문집 v.9 A Study for the Unit Nonresponse Calibration using Two-Phase Sampling method 염준근;정영미 https://doi.org/10.5351/CKSS.2002.9.2.479
  3. Journal of the American Statistical Association v.87 Calibration estimators in survey sampling Deville,J.C.;Sarndal,C.E. https://doi.org/10.2307/2290268
  4. Journal of Official Statistics v.3 Weighting via Response Modeling in the Finnish Household Budget Survey Ekholm,A.;Laaksonen,S.
  5. Journal of Official Statistics v.18 The Ten Cases of Auxiliary Information for Calibration in Two-Phase Sampling Estevao,V.M.;Sarndal,C.E.
  6. Use of Auxiliary Information for Two-phase sampling Hidiroglou,MA.;Sarndal,C.E.
  7. Survey Methodology v.12 The Treatment of Missing Survey Data Kalton,G.;Kasprzyk,D.
  8. International Statistical Review v.54 Survey Nonresponse Adjustment for Estimates of Means Little,R.J.A. https://doi.org/10.2307/1403140
  9. Journal of Official Statistics v.15 Calibration as a Standard Method for Treatment of Nonresponse Lundstrom,S.;Sarndal,C.E.
  10. Model Assisted Survey Sampling Sarndal,C.E.;Swensson,B.;Wretman,J.