Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
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A Study for the Unit Nonresponse Calibration using Two-Phase Sampling Method

  • Published : 2002.08.01
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Abstract

The case which applies two-phase sampling to stratification and nonresponse problem, it is a poweful and effective technique. In this paper we study the calibration estimator and its variance estimator for the population total using two-phase sampling method according to the of auxiliary information for population and sample having strong correlation with an interested variable in unit nonresponse situation. The auxiliary information that available both at first-phase and second-phase sampling can be used to improve weights by the calibration procedure. A weight which corresponds to the product of sampling weights and response probability is calculated at each phase of sampling.

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References

  1. 한국통계학회 춘계발표 논문집 무응답 상황하에서 보조정보의 수준에 따른 분산추정량에 관한 연구 손창균;홍기학;이기성
  2. 한국통계학회 춘계발표 논문집 이중 추출 방법을 이용한 단위 무응답의 가중치 조정방법에 관한 연구 염준근;손창균;정영미
  3. Journal of the American Statistical Association v.87 Calibration estimatiors in survey sampling Deville, J. C.;sarndal, C. E. https://doi.org/10.2307/2290268
  4. Use of Auxiliary Information for Two-phase sampling Hidiroglou, M.A.;Deville, J. C.
  5. Survey Methodology v.12 The Treatment of Missing Survey Data Kalton, G.;Kasprzyk, D.
  6. Journal of Official Statistics v.15 Calibration as a Standard Method for Treatment of Nonresponse Lundstrom, S.;Sarndal, C.E.
  7. International Statistical Review v.55 A General View of Estimation for Two-Phases of Selection with Applications to Two-Phase Sampling and Nonresponse Sarndal, C. E.;Swensson, B. https://doi.org/10.2307/1403406
  8. Model Assisted Survey Sampling Sarndal, C. E.;Swensson, B.;Wretman, J.
  9. Survey Methodology v.22 Understanding Calibration Estimators in Survey Sampling Singh, A. C.;Mohl, C. A.

Cited by

  1. Recalibration Estimation for Unit Nonresponse at the Two Levels Auxiliary Information vol.10, pp.3, 2003, https://doi.org/10.5351/CKSS.2003.10.3.665