Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
권호 표지
DOI QR코드

DOI QR Code

Modified Adaptive Cluster Sampling Designs

  • Published : 2007.04.30
Download PDF
⟨ Previous Next ⟩

Abstract

Adaptive cluster sampling design is known as a sampling method for rare clustered population. Three modified adaptive cluster sampling designs are proposed. The adjusted Hansen-Hurwitz estimator and the Horvitz-Thompson estimator are considered. Efficiency issue of the proposed sampling designs is discussed in a Monte-Carlo simulation study.

Keywords

References

  1. 김연우 (2005). 효율적인 적용추출 계획. 전남대학교 대학원 석사학위논문
  2. 남궁평 , 변종석 (2001). Optimal design of the adaptive searching estimation in spatial sampling. <한국통계학회논문집>,8,73-85
  3. 이석호 (1993). . 사이텍미디어, 서울
  4. 이해용, 이필영 (2002). <표본조사입문>. 교우사, 서울
  5. Consiglio, L. D. and Scanu, M. (2001). Some results on asymptotics in adaptive cluster sampling. Statistics and Probability Letters, 52, 189-197 https://doi.org/10.1016/S0167-7152(00)00239-X
  6. Diggle, P. J. (1983). Some models for bivariate point patterns. Journal of Royal Statistical Society, Ser. B, 45, 11-21
  7. Dryver A. L. and Thompson S. K. (2005). Improved unbiased estimators in adaptive cluster sampling. Journal of Royal Statistical Society, Ser. B, 67, 157-166 https://doi.org/10.1111/j.1467-9868.2005.00493.x
  8. Felix-Medina M. H. and Thompson S. K. (2004). Adaptive cluster double sampling. Biometrika, 91, 877-891 https://doi.org/10.1093/biomet/91.4.877
  9. Hedayat, A. S. and Stufken, J. (1998). Sampling designs to control selection probabilities of contiguous unit. Journal of Statistical Planning and Inference, 72, 333-345 https://doi.org/10.1016/S0378-3758(98)00041-X
  10. Lee, K. J. (1998). Two-phase adaptive cluster sampling with unequal probabilities selection. Journal of Korean Statistical Society, 27, 265-278
  11. Magnussen S., Kurz W., Leckie D. G. and Paradine D. (2005). Adaptive cluster sampling for estimation of deforestation rates. European Journal of Forest Research, 124, 207-220 https://doi.org/10.1007/s10342-005-0074-6
  12. Mohammad, S. M. (2003), Comparison between Hansen-Hurwitz and Horvitz-Thompson estimators for adaptive cluster sampling. Environment and Ecological Statistics, 10, 115-127 https://doi.org/10.1023/A:1021989509323
  13. Noon B. R., Ishwar N. M. and Vasudevan K. (2006). Efficiency of adaptive cluster and random sampling in detecting terrestrial herpetofauna in a tropical rainforest. Wildlife Society Bulletine, 34, 59-68 https://doi.org/10.2193/0091-7648(2006)34[59:EOACAR]2.0.CO;2
  14. Thompson, W. L. (2004). Sampling Rare or Elusive Species. Island Press, Washington DC
  15. Thompson, S. K. and Seber, G. A. F. (1996). Adaptive Sampling. John Wiley & Sons, New York
  16. Turk P. and Borkowski J. J. (2005). A review of adaptive cluster sampling: 1990-2003. Environmental and Ecological Statistics, 12, 55-94 https://doi.org/10.1007/s10651-005-6818-0