Sample Weighting Methods and Estimation of Totals in the Consumer Expenditure Survey

References

• Alexander , C. H. 1986 . “ The Present Consumer Expenditure Surveys Weighting Method ” . In Population Controls in Weighting Sample Units; Papers From a Conference Sponsored by the Bureau of Labor Statistics , Washington , DC : Bureau of Labor Statistics .
   Google Scholar
• Alexander , C. H. A Model-Based Justification for Survey Weights . Proceedings of the Section on Survey Research Methods . pp. 183 – 188 . American Statistical Association .
   Google Scholar
• Alexander , C. H. 1988 . A Class of Methods for Using Person Controls in Household Weighting . Survey Methodology , 13 : 183 – 198 .
   Google Scholar
• Alexander , C. H. and Roebuck , M. J. Comparison of Alternative Methods for Household Estimation . Proceedings of the Section on Survey Research Methods . pp. 54 – 63 . American Statistical Association .
   Google Scholar
• Bankier , M. D. Generalized Least Squares Estimation Under Poststratification . Proceedings of the Section on Survey Research Methods . pp. 730 – 735 . American Statistical Association .
   Google Scholar
• Bethlehem , J. G. and Keller , W. J. A Generalized Weighting Procedure Based on Linear Models . Proceedings of the Section on Survey Research Methods . pp. 70 – 75 . American Statistical Association .
   Google Scholar
• Bethlehem , J. G. and Keller , W. J. 1987 . Linear Weighting of Sample Survey Data . Survey Methodology , 13 : 199 – 207 .
   Google Scholar
• Brewer , K. R. W. 1979 . A Class of Robust Sampling Designs for Large-Scale Surveys . Journal of the American Statistical Association , 74 : 911 – 915 .
   Web of Science ®Google Scholar
• Cassel , C. , Särndal , C. E. and Wretman , J. H. 1976 . Some Results on Generalized Difference Estimation and Generalized Regression Estimation for Finite Populations . Biometrika , 63 : 615 – 620 .
   Web of Science ®Google Scholar
• Cassel , C. , Särndal , C. E. and Wretman , J. H. 1977 . Foundations of Inference in Survey Sampling , New York : John Wiley .
   Google Scholar
• Copeland , K. R. , Peitzmeier , F. K. and Hoy , C. E. 1988 . An Alternative Method of Controlling Current Population Survey Estimates to Population Counts . Survey Methodology , 13 : 173 – 181 .
   Google Scholar
• Deming , W. E. and Stephan , F. F. 1940 . On a Least Squares Adjustment of a Sample Frequency When the Expected Marginal Totals Are Known . The Annals of Mathematical Statistics , 11 : 427 – 444 .
   Google Scholar
• Fagan , J. and Greenberg , B. Making Tables Additive in the Presence of Zeros . Proceedings of the Section on Survey Research Methods . pp. 195 – 200 . American Statistical Association .
   Google Scholar
• Fagan , J. and Greenberg , B. 1985 . Algorithms for Making Tables Additive: Raking Maximum Likelihood, and Minimum Chi-Square , Bureau of the Census . Statistical Research Division Report Series, Census-SRD-RR-85/15
   Google Scholar
• Fuller , W. 1975 . Regression Analysis for Sample Survey . Sankhyā , 37 : 117 – 132 . Ser. C
   Google Scholar
• Fuller , W. and Isaki , C. 1981 . “ Survey Design Under Superpopulation Models ” . In Current Topics in Survey Sampling , Edited by: Krewski , D. , Rao , J. N. K. and Platek , R. New York : Academic Press .
   Google Scholar
• Hanson , R. 1978 . The Current Population Survey: Design and Methodology , 55 – 59 . Bureau of the Census . Technical Paper 40
   Google Scholar
• Isaki , C. and Fuller , W. 1982 . Survey Design Under the Regression Superpopulation Model . Journal of the American Statistical Association , 77 : 89 – 96 .
   Web of Science ®Google Scholar
• Lemaître , G. and Dufour , J. 1988 . An Integrated Method for Weighting Persons and Families . Survey Methodology , 13 : 199 – 207 .
   Google Scholar
• Luery , D. 1980 . An Alternative to Principal Person Weighting , Bureau of the Census . internal memorandum
   Google Scholar
• Luery , D. Weighting Survey Data Under Linear Constraints on the Weights . Proceedings of the Section on Survey Research Methods . pp. 325 – 330 . American Statistical Association .
   Google Scholar
• Oh , H. L. and Scheuren , F. J. 1983 . “ Weighting Adjustment for Unit Nonresponse ” . In Incomplete Data in Sample Surveys, Volume 2: Theory and Bibliographies , Edited by: Madow , W. G. , Olkin , I. and Rubin , D. B. New York : Academic Press . (Chap. 13)
   Google Scholar
• Pugh , R. E. , Tyler , B. and George , S. 1976 . Computer-Based Procedure for the N-Dimensional Adjustment of Data–NJUST , Social Security Administration, Office of Research and Statistics . Staff Paper 24
   Google Scholar
• Robinson , P. M. and Särndal , C. E. 1984 . Asymptotic Properties of the Generalized Regression Estimator in Probability Sampling . Sankhyā , 45 : 240 – 248 . Ser. B
   Google Scholar
• Roman , A. 1982 . Proposal for Weighting Research in the Consumer Expenditure Surveys , Bureau of the Census . unpublished memorandum
   Google Scholar
• Royall , R. 1970 . On Finite Population Sampling Theory Under Certain Linear Regression Models . Biometrika , 57 : 377 – 387 .
   Web of Science ®Google Scholar
• Särndal , C. E. 1980a . A Two-Way Classification of Regression Estimation Strategies in Probability Sampling . Canadian Journal of Statistics , 2 : 165 – 177 .
   Google Scholar
• Särndal , C. E. 1980b . On π-Inverse Weighting Versus Best Linear Unbiased Weighting in Probability Sampling . Biometrika , 67 : 639 – 650 .
   Web of Science ®Google Scholar
• Särndal , C. E. and Hui , T. K. 1981 . “ Estimation for Nonresponse Situations: To What Extent Must We Rely on Models? ” . In Current Topics in Survey Sampling , Edited by: Krewski , D. , Rao , J. N. K. and Platek , R. New York : Academic Press .
   Google Scholar
• Särndal , C. E. and Wright , R. L. 1984 . Cosmetic Form of Estimators in Survey Sampling . Scandinavian Journal of Statistics , 11 : 146 – 156 .
   Web of Science ®Google Scholar
• SAS Institute . 1985 . SAS Users Guide: Statistics , Cary , NC : Author .
   Google Scholar
• Scheuren , F. , Oh , H. L. , Vogel , L. and Yuskavage , R. 1981 . Methods of Estimation for the 1973 Exact Match Study , Social Security Administration . Studies from Interagency Data Linkages, Report 10
   Google Scholar
• Smith , J. H. 1947 . Estimation of Linear Functions of Cell Proportions . The Annals of Mathematical Statistics , 13 : 231 – 254 .
   Google Scholar
• Stephan , F. F. 1942 . An Iterative Method of Adjusting Sample Frequency Tables When Expected Marginal Totals Are Known . The Annals of Mathematical Statistics , 13 : 166 – 178 .
   Google Scholar
• Wolter , K. M. 1985 . Introduction to Variance Estimation , New York : Springer-Verlag .
   Google Scholar
• Wright , R. L. 1983 . Finite Population Sampling With Multivariate Auxiliary Information . Journal of the American Statistical Association , 78 : 879 – 884 .
   Web of Science ®Google Scholar
• Zieschang , K. 1985 . Consumer Expenditure Survey GLS Weighting Study; I. Weighting and Estimation in the Consumer Expenditure Survey; II. An Empirical Comparison of Generalized Least Squares and Principal Person Weighting , Bureau of Labor Statistics, Division of Price and Index Number Research .
   Google Scholar
• Zieschang , K. 1986a . “ Generalized Least Squares: An Alternative to Principal Person Weighting ” . In Population Controls in Weighting Sample Units; Papers From a Conference Sponsored by the Bureau of Labor Statistics , Washington , DC : Bureau of Labor Statistics .
   Google Scholar
• Zieschang , K. A Generalized Least Squares Weighting System for the Consumer Expenditure Survey . Proceedings of the Section on Survey Research Methods . pp. 64 – 71 . American Statistical Association .
   Google Scholar