Ridge Regression Estimation for Survey Samples

References

• Anderson , T. W. ( 1984 ). An Introduction to Multivariate Statistical Analysis. , 2nd ed. New York : Wiley .
   Google Scholar
• Bardsley , P. , Chambers , R. L. ( 1984 ). Multipurpose estimation from unbalanced samples . Appl. Statist. 33 : 290 – 299 .
   Web of Science ®Google Scholar
• Deming , W. E. , Stephan , F. F. (1940). On a least squares adjustment of a sampled frequency table when the expected marginal totals are known. Ann. Math. Statist. 11:427–444.
   Google Scholar
• Deville , J. C. , Särndal , C. E. ( 1992 ). Calibration estimators in survey sampling . J. Am. Statist. Assoc. 87 : 376 – 382 .
   Web of Science ®Google Scholar
• Fuller , W. A. ( 1975 ). Regression analysis for sample survey . Sankhya Series C 37 : 117 – 132 .
   Google Scholar
• Fuller , W. A. ( 2002 ). Regression estimation for survey samples . Survey Methodol. 28 : 5 – 23 .
   Google Scholar
• Harville , D. A. ( 1997 ). Matrix Algebra from a Statistician's Perspective . New York : Springer .
   Google Scholar
• Hoerl , A. E. , Kennard , R. W. ( 1970 ). Ridge regression: Biased estimation for nonorthogonal problems . Technometrics 12 : 55 – 67 .
   Web of Science ®Google Scholar
• Huang , E. T. , Fuller , W. A. ( 1978 ). Nonnegative regression estimation for sample survey data. Proc. Soc. Statist . Sec. Am. Statist. Assoc. , pp. 300 – 305 .
   Google Scholar
• Husain , M. ( 1969 ). Construction of Regression Weights for Estimation in Sample Surveys . Unpublished M.S. thesis , Iowa : Iowa State University, Ames .
   Google Scholar
• Park , M. ( 2002 ). Regression Estimation of the Mean in Survey Sampling . Unpublished Ph.D. dissertation , Iowa : Iowa State University, Ames .
   Google Scholar
• Park , M. , Fuller , W. A. ( 2005 ). Towards non-negative regression weights for survey samples . Survey Methodol. 31 : 85 – 93 .
   Google Scholar
• Rao , J. N. K. , Singh , A. C. ( 1997 ). A ridge shrinkage method for range restricted weight calibration in survey sampling . Proceedings of the Section on Survey Research Methods, Am. Statist. Assoc. , pp. 57 – 64 .
   Google Scholar
• Särndal , C. E. , Swensson , B. , Wretman , J. ( 1991 ). Model Assisted Survey Sampling . New York : Springer-Verlag .
   Google Scholar
• Singh , A. C. , Mohl , C. A. ( 1996 ). Understanding calibration estimators in survey sampling . Survey Methodol. 22 : 107 – 115 .
   Google Scholar