Have a personal or library account? Click to login
Notes on Use of the Composite Estimator: an Improvement of the Ratio Estimator Cover

Notes on Use of the Composite Estimator: an Improvement of the Ratio Estimator

By: Kung-Jong Lui  
Open Access
|Mar 2020

References

  1. Casella, G. and R.L. Berger. 1990. Statistical Inference. Belmont, CA: Duxbury.
  2. Cochran, W.G. 1977. Sampling Techniques (3rd ed.). New York: Wiley.
  3. Fleiss, J.L., B. Levin, and M.C. Paik. 2003. Statistical Methods for Rates and Proportions (3rd ed.). New York: Wiley. DOI: https://doi.org/10.1002/0471445428.10.1002/0471445428
  4. Govindarajulu, Z. 1999. Elements of Sampling Theory and Methods. Upper Saddle River, NJ: Prentice Hall.
  5. Lee, S.E., P.R. Lee, and K-II. Shin. 2016. “A Composite Estimator for Stratified Two-Stage Cluster Sampling.” Communications for Statistical Applications and Methods 23: 47–55. DOI: https://doi.org/10.5351/CSAM.2016.23.1.047.10.5351/CSAM.2016.23.1.047
  6. Lui, K.-J. and W.G. Cumberland. 1991. “A Model-Based Approach: Composite Estimators for Small Area Estimation.” Journal of Official Statistics 7: 69–76.
  7. Lui, K.-J. 2004. Statistical Estimation of Epidemiological Risk. New York: Wiley. DOI: https://doi.org/10.1002/0470094087.10.1002/0470094087
  8. Pascual, J.N. 1961. “Unbiased Ratio Estimators in Stratified Sampling.” Journal of American Statistical Association 56: 70–87. DOI: https://doi.org/10.2307/2282332.10.2307/2282332
  9. Royall, R.M. 1970. “On Finite Population Sampling Theory under Certain Linear Regression Models.” Biometrika 57: 377–387. DOI: https://doi.org/10.1093/biomet/57.2.377.10.1093/biomet/57.2.377
  10. Sahoo, L.N. 1987. “On a Class of Almost Unbiased Estimators for Population Ratio.” Statistics 18: 119–121. DOI: https://doi.org/10.1080/02331888708801998.10.1080/02331888708801998
  11. SAS Institute Inc. 2009. SAS/STAT 9.2 User’s Guide (2nd ed.). Cary, NC: SAS Institute.
  12. Schaible, W.L. 1978. “Choosing Weight for Composite Estimators for Small Area Statistics.” In Proceedings of the Section on Survey Research Methods, 741–746. Washington: American Statistical Association.
  13. Schaible, W.L. 1979. “A Composite Estimator for Small Area Statistics.” In Proceedings of the Section on Social Statistics, 1017–1021. Washington: American Statistical Association
  14. Scheaffer, R.L., W. Mendenhall III, R.L. Ott, and K.G. Gerow. 2012. Elementary Survey Sampling (7th ed.). Boston, MA: Brooks/Cole.
  15. Sukhatme, P.V., B.V. Sukhatme, S. Sukhatme, and C. Asok. 1984. Sampling Theory of Surveys Applications (3rd ed.). Ames, Iowa: Iowa State University Press.
  16. Thompson, S.K. 2012. Sampling (3rd ed.). New York: Wiley. DOI: https://doi.org/10.1002/9781118162934.10.1002/9781118162934
Language: English
Page range: 137 - 149
Submitted on: Nov 1, 2018
|
Accepted on: Nov 1, 2019
|
Published on: Mar 17, 2020
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2020 Kung-Jong Lui, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.