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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.10
- 수록면
- 1,423 - 1,431 (9page)
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초록· 키워드
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When the sample size in a certain domain is too small to produce adequate information, small area model with random effects is usually used. Also, if we do not conside an inherent pattern which data possess, it considerably affects inference. In this paper, we mainly focus on modeling to handle increased variation of the Current Population Survey (CPS) median income as the Internal Revenue Service (IRS) mean income increases. In a hierarchical Bayesian framework, most estimations are carried out through the Gibbs sampler while the grid method is used to generate parameters from non-standard form. Numerical study indicates that the performance of proposed model is better than that of CPS method in terms of four comparison measurements.
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등록된 정보가 없습니다.
참고문헌 (6)
참고문헌 신청
[학술지(정기간행물)] - Bhadra, D. / 2012 / Estimation of median household income for small areas : A Bayesian semiparametric approach / Calcutta Statistical Association Bulletin 64 : 115 ~ 142
[학술지(정기간행물)] - Ghosh, M. / 1996 / Estimation of median income of four-person families : A Bayesian time series approach / Journal of the American Statistical Association 91 : 1423 ~ 1431
[학술지(정기간행물)] - Ghosh, M. / 1994 / Small area estimation : An appraisal / Statistical Science 9 : 55 ~ 76
[학술지(정기간행물)] - 구유미 / 2013 / Bayesian small area estimations with measurement errors / 한국데이터정보과학회지 24 (4) : 885 ~ 893
[학술지(정기간행물)] - 이자연 / 2015 / Bayesian estimation of median household income for small areas with some longitudinal pattern / 한국데이터정보과학회지 26 (3) : 755 ~ 762
[학술지(정기간행물)] - Ghosh, M. / 1996 / Estimation of median income of four-person families : A Bayesian time series approach / Journal of the American Statistical Association 91 : 1423 ~ 1431
[학술지(정기간행물)] - Ghosh, M. / 1994 / Small area estimation : An appraisal / Statistical Science 9 : 55 ~ 76
[학술지(정기간행물)] - 구유미 / 2013 / Bayesian small area estimations with measurement errors / 한국데이터정보과학회지 24 (4) : 885 ~ 893
[학술지(정기간행물)] - 이자연 / 2015 / Bayesian estimation of median household income for small areas with some longitudinal pattern / 한국데이터정보과학회지 26 (3) : 755 ~ 762
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UCI(KEPA) : I410-ECN-0101-2018-041-001378652