Communications for Statistical Applications and Methods

  • 제10권2호
  • /
  • Pages.553-566
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  • 2003
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  • 2287-7843(pISSN)
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  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
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Measurement Error Variance Estimation Based on Complex Survey Data with Subsample Re-Measurements

  • Heo, Sunyeong (Department of Statistics, Changwon National University) ;
  • Eltinge, John L. (Mathematical Statistician, U.S. Bureau of Labor Statistics)
  • 발행 : 2003.08.01
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초록

In many cases, the measurement error variances may be functions of the unknown true values or related covariates. This paper considers design-based estimators of the parameters of these variance functions based on the within-unit sample variances. This paper devotes to: (1) define an error scale factor $\delta$; (2) develop estimators of the parameters of the linear measurement error variance function of the true values under large-sample and small-error conditions; (3) use propensity methods to adjust survey weights to account for possible selection effects at the replicate level. The proposed methods are applied to medical examination data from the U.S. Third National Health and Nutrition Examination Survey (NHANES III).

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참고문헌

  1. Measurement Errors in Surveys Biemer,P.P.;Groves,R.M.;Lyberg,L.E.;Mathiowetz,N.A.;Sudman,S.(eds.)
  2. Journal of the American Statistical Association v.85 Approximate quasi-liklihood estimation in models with surrogate predictors Carroll,R.J.;Stefanski,L.A. https://doi.org/10.2307/2290000
  3. Current Topics in Survey Sampling The survey statistician's responsibility for both sampling and measurement error Dalenius,T.E.;D.Krewski(ed.);R.Platex(ed.);J.N.K.Rao(ed.)
  4. Biometrika v.77 Estimation of variance functions in assays with possible unequal replication and nonnormal data Davidian,M. https://doi.org/10.1093/biomet/77.1.43
  5. Journal of the American Statistical Association v.82 Variance function estimation Davidian,M.;Carroll,R.J. https://doi.org/10.2307/2289384
  6. Proceedings of the Survey Methods Section use of propensity methods in the analysis of subsample re-measurements for NHANES III Eltinge,J.L.;Heo,S.;Lee,S.R.
  7. Measurement Error Models Fuller,W.A.
  8. Measurement Error in Surveys Measurement error across the disciplines Grove,R.M.;P.P.Biemer(ed.);R.M.Groves(ed.);L.E.Lyberg(ed.);N.A.Mathiowetz(ed.);S.Sudman(ed.)
  9. Statistics v.27 Resampling methods in sample surveys (with discussion) Shao,J. https://doi.org/10.1080/02331889708802523