Rescaled bootstrap for stratified multistage sampling

Survey Methodology

Volumn 35, Issue 2, 2009, Pages 227-234

  Preston, John ^a  

^a Australian Bureau of Statistics   (Australia)

Author keywords

Bootstrap; Calibration; Multistage sampling; Stratification; Variance estimation

Indexed keywords

EID: 77949516930     PISSN: 07140045     EISSN: 14920921     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Australian Bureau of Statistics (ABS) (2008). Employee Earnings and Hours, Catalogue Number 6306.0.
2. Bickel, P.J., and Freedman, D.A. (1984). Asymptotic normality and the bootstrap in stratified sampling. Annals of Statistics, 12, 470-482.
3. Chipperfield, J., and Preston, J. (2007). Efficient bootstrap for business surveys. Survey Methodology, 33, 167-172.
4. Estevao, V., and Särndal, C.-E. (2006). Survey estimates by calibration on complex auxiliary information. International Statistical Review, 74, 127-147.
5. Funaoka, F., Saigo, H., Sitter, R.R. and Toida, T. (2006). Bernoulli bootstrap for stratified multistage sampling. Survey Methodology, 32, 151-156.
6. Gross, S. (1980). Median estimation in sample surveys. Proceedings of the Section on Survey Research Methods, 181-184.
7. Kovar, J.G., Rao, J.N.K. and Wu, C.F.J. (1988). Bootstrap and other methods to measure errors in survey estimates. Canadian Journal of Statistics, 16, 25-45.
8. McCarthy, P.J., and Snowden, C.B. (1985). The bootstrap and finite population sampling. Vital and Health Statistics (Series 2 No 95), Public Health Service Publication 85-1369, Washington, DC: U.S. Government Printing Office.
9. Rao, J.N.K., and Wu, C.F.J. (1988). Resampling inference with complex survey data. Journal of the American Statistical Association, 83, 231-241.
10. Rao, J.N.K., Wu, C.F.J. and Yue, K. (1992). Some recent work on resampling methods for complex surveys. Survey Methodology, 18, 209-217.
11. Särndal, C.-E., Swenson, B. and Wretman, J. (1992). Model Assisted Survey Sampling. New York: Springer-Verlag.
12. Shao, J., and Tu, D. (1995). The Jackknife and Bootstrap. New York: Springer-Verlag.
13. Sitter, R.R. (1992a). A resampling procedure for complex survey data. Journal of the American Statistical Association, 87, 755-765.
14. Sitter, R.R. (1992b). Comparing three bootstrap methods for survey data. Canadian Journal of Statistics, 20, 135-154.
15. White, V., and Hayman J. (2006). Smoking behaviours of Australian secondary students in 2005. National Drug Strategy Monograph Series No. 59. Canberra: Australian Government Department of Health and Ageing.
16. Yeo, D., Mantel, H. and Liu T.-P. (1999). Bootstrap variance estimation for the National Population Health Survey. Proceedings of the Section on Survey Research Methods, American Statistical Association, 778-783.