Journal of the Korean Statistical Society

  • 제34권3호
  • /
  • Pages.219-233
  • /
  • 2005
  • /
  • 1226-3192(pISSN)
  • /
  • 2005-2863(eISSN)
한국통계학회 (The Korean Statistical Society)
권호 표지

l-STEP GENERALIZED COMPOSITE ESTIMATOR UNDER 3-WAY BALANCED ROTATION DESIGN

  • KIM K. W. (Department of Information Statistics, Korea University) ;
  • PARK Y. S. (Department of Statistics, Korea University) ;
  • KIM N. Y. (Department of Statistics, Korea University)
  • 발행 : 2005.09.01
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초록

The 3-way balanced multi-level rotation design has been discussed (Park Kim and Kim, 2003), where the 3-way balancing is done on interview time, in monthly sample and rotation group and recall time. A greater advantage of 3-way balanced design is accomplished by an estimator. To obtain the advantage, we generalized previous generalized composite estimator (GCE). We call this as l-step GCE. The variance of the l-step GCE's of various characteristics of interest are presented. Also, we provide the coefficients which minimize the variance of the l-step GCE. Minimizing a weighted sum of variances of all concerned estimators of interest, we drive one set of the compromise coefficient of l-step GCE's to preserve additivity of estimates.

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참고문헌

  1. BAILAR, B. (1975). 'The effects of rotation group bias on estimates from panel survey', Journal of the American Statistical Association, 70, 23-30 https://doi.org/10.2307/2285370
  2. BREAU, P. AND ERNST, L. (1983). 'Alternative estimators to the current composite estimators', Proceedings of the section on Survey Research Methods, American Statistical Association, 397-402
  3. CANTWELL, P.J. (1990). 'Variance formulae for composite estimators in rotation designs', Survey Methodology, 16, 153-163
  4. CANTWELL, P.J. AND CALDWELL, C.V. (1998). 'Examining the revisions in Monthly Retail and Wholesale Trade Surveys under a rotating panel design', Journal of Official Statistics, 14, 47-59
  5. FULLER, W.A., ADAM, A. AND YANSANEH, I.S. (1992). 'Estimators for longitudinal surveys with application to the U.S. Current Population Survey', Statistics Canada Symposium , 309-324
  6. KUMAR, S. AND LEE, H. (1983). 'Evaluation of composite estimation for the Canadian Labor Force Survey', Proceedings of the section on Survey Research Methods, American Statistical Association, 403-408
  7. PARK, Y.S., KIM, K.W. AND CHOI, J. (2001). 'One-level rotation design balanced on time in monthly sample and in rotation group', Journal of American Statistical Association, 96, 1483-1496 https://doi.org/10.1198/016214501753382381
  8. PARK, Y.S., KIM, K.W. AND KIM, N.Y. (2003). 'Three-way balanced multi-level rotation sampling designs', Journal of the Korean Statistical Society, 32, 245-259
  9. RAO, J.N.K. AND GRAHAM, J.E. (1964). 'Rotation designs for sampling on repeated occasions', Journal of the American Statistical Association, 59, 492-509 https://doi.org/10.2307/2283004