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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제11권 제1호
- 발행연도
- 2009.1
- 수록면
- 23 - 32 (10page)
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초록· 키워드
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The Poisson-gamma model is useful as a population model for estimating the means of small areas. We consider the Empirical Bayes estimator and the confidence interval for small area mean. When sample sizes are small we frequently encounter the inaccuracy in estimating the dispersion parameters provided the inverse dispersion parameter is small. We investigate the statistical properties of mean squared error and the confidence interval in terms of coverage probability through a Monte Carlo simulation study.
In this paper we are restricted to the gamma prior with fixed parameters but it would be more reasonable to assume hierachical prior distributions for the parameters. Furthermore we may consider a Poisson loglinear model for the Poisson mean if auxiliary information of covariates is available.
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참고문헌 (15)
참고문헌 신청
ChanKeunPark / 2003 / Bayes Estimation of Component Steady-State Availability / Journal of The Korean Data Analysis Society 5 (1) : 33 ~ 44
Fay, R. E / 1979 / Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data / Journal of the American Statistical Association 74 : 269 ~
Ghosh, M / 1994 / Small Area Estimation: An Appraisal / Statistical Science 9 : 55 ~ 93
Gonzalez-Manteiga, W / 2007 / Estimation of the Mean Squared Error of Predictors of Small Area Linear Parameters Under a Logistic Mixed Model / Computational Statistics and D
Howley, P / 2003 / Using Hierarchical Models to Analyse Clinical Indicators: A Comparison of the Gamma-Poisson and Beta-Binomial Models / International Journal for Quality in
Fay, R. E / 1979 / Estimates of Income for Small Places: An Application of James-Stein Procedures to Census Data / Journal of the American Statistical Association 74 : 269 ~
Ghosh, M / 1994 / Small Area Estimation: An Appraisal / Statistical Science 9 : 55 ~ 93
Gonzalez-Manteiga, W / 2007 / Estimation of the Mean Squared Error of Predictors of Small Area Linear Parameters Under a Logistic Mixed Model / Computational Statistics and D
Howley, P / 2003 / Using Hierarchical Models to Analyse Clinical Indicators: A Comparison of the Gamma-Poisson and Beta-Binomial Models / International Journal for Quality in
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