Communications for Statistical Applications and Methods

  • 제22권5호
  • /
  • Pages.435-443
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  • 2015
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  • 2287-7843(pISSN)
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  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
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A Note on Complex Two-Phase Sampling with Different Sampling Units of Each Phase

  • Lee, Sang Eun (Department of Applied Statistics and Information, Kyonggi University) ;
  • Jin, Young (Sampling Division, Statistics Korea) ;
  • Shin, Key-Il (Department of Statistics, Hankuk University of Foreign Studies)
  • 투고 : 2015.04.02
  • 심사 : 2015.08.12
  • 발행 : 2015.09.30
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초록

Two phase sampling design is useful to increase estimation efficiency using deep stratification, improved non-response adjustment and reduced coverage bias. The same sampling units are commonly used for the first and the second phases in complex two-phase sampling design. In this paper we consider a sampling scheme where the first phase sampling units are clusters and the second phase sampling units are list samples. Using selected clusters in first phase requires that we list up elements in the selected clusters from the first phase and then use the list as a secondary sampling frame for the second phase sampling design. Then we select second phase samples from the listed sampling frame. We suggest an estimator based on the complex two-phase sampling design with different sampling units of each phase. Also the estimated variances of the estimator obtained by using classic and replication variance methods are considered and compared using simulation studies. For real data analysis, 2010 Korea Farm Household Economy Survey (KFHES) and 2011 Korea Agriculture Survey (KAS) are used.

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참고문헌

  1. Fuller, W. A. (2000). Two-phase sampling, In Proceedings of the Survey Methods Section: SSC Annual Meeting, Ottawa, Canada, 23-30.
  2. Hidiroglou, M. A. (2001). Double sampling, Survey Methodology, 27, 143-154.
  3. Kim, J. K., Navapro, A. and Fuller, W. A. (2006). Replication variance estimation for two-phase stratified sampling, Journal of the American Statistical Association, 101, 312-320. https://doi.org/10.1198/016214505000000763
  4. Kim, J. K. and Sitter, R. R. (2003). Efficient replication variance estimation for two-phase sampling, Statistics Sinica, 13, 641-653.
  5. Kim, J. K. and Yu, C. L. (2011). Replication variance estimation under two-phase sampling, Survey Methodology, 37, 67-74.
  6. Kott, P. S. and Stukel, D. M. (1997). Can the jackknife be used with a two-phase sampling?, Survey Methodology, 23, 81-89.
  7. Robotham, H., Young, Z. I. and Saavedra-Nievas, J. C. (2008). Jackknife method for estimating the variance of the age composition using two-phase sampling with an application to commercial catches of swordfish (Xiphias gladius), Fisheries Research, 93, 135-139. https://doi.org/10.1016/j.fishres.2008.03.007
  8. Singh, A. C. (2008). Single phase simplified variance estimation approach to two phase-stage hybrid designs, In Proceedings of the Joint Statistical Meetings: Section on Survey Research Methods, Denver, CO, 2501-2508.

피인용 문헌

  1. A composite estimator for stratified two stage cluster sampling vol.23, pp.1, 2016, https://doi.org/10.5351/CSAM.2016.23.1.047