Communications for Statistical Applications and Methods

  • 제20권5호
  • /
  • Pages.367-376
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  • 2013
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  • 2287-7843(pISSN)
  • /
  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
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An Improved Composite Estimator for Cut-off Sampling

  • 투고 : 2013.05.27
  • 심사 : 2013.08.08
  • 발행 : 2013.09.30
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초록

Cut-off sampling is widely used for a highly skewed population like a business survey by discarding a part of the population (the take-nothing stratum). In this paper, we suggest a new composite estimator of the take-nothing stratum total obtained by use of the survey results of the take-nothing stratum and a take-some sub-stratum (a part of take-some stratum) for a more accurate estimate of the population total. Small simulation studies are conducted to compare the performances of known estimators and the new composite estimator suggested in this study. In addition, we use briquette consumption survey data for real data analysis.

키워드

참고문헌

  1. Benedetti, R., Bee, M. and Espa, G. (2010). A framework for cut-off sampling in business survey design, Journal of Official Statistics, 26, 651-671.
  2. Elisson, H. and Elvers, E. (2001). Cut-off sampling and estimation, Proceeding of Statistics Canada Symposium.
  3. Hidiroglou, M. A. (1986). The construction of a self-representing stratum of large units in survey design, The American Statistician, 4, 27-31.
  4. Hwang, J. M. and Shin, K.-I. (2012). An alternative composite estimator for the take-nothing stratum of the cut-off sampling, Communications for Statistical Applications and Methods, 19, 13-22. https://doi.org/10.5351/CKSS.2012.19.1.013
  5. Kim, J.-H. and Shin, K.-I. (2011). A composite estimator for the take-nothing stratum of cut-off sampling, The Korean Journal of Applied Statistics, 24, 1115-1128. https://doi.org/10.5351/KJAS.2011.24.6.1115
  6. Lavallee, P. and Hidiroglou, M. (1988). On the stratification of skewed populations, Survey Methodology, 14, 33-43.
  7. Lee, H., Rancourt, E. and Sarndal, C.-E. (1995). Experiment with variance estimation from survey data with imputed value, Journal of Official Statistics, 10, 231-243.
  8. Rao, J. N. K. (2003). Small Area Estimation, Wiley Interscience, John Wiley and Sons, New York.
  9. Sarndal, C. E., Swansson, B. and Wretman, J. (1992). Model Assisted Survey Sampling, Springer-Verlag, New York.

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