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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2015.6
- 수록면
- 749 - 754 (6page)
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This article presents Bayesian approach to regression splines with knots on a grid of equally spaced sample quantiles of the independent variables under functional measurement error model.We consider small area model by using penalized splines of non-linear pattern. Specifically, in a basis functions of the regression spline, we use radial basis functions. To t the model and estimate parameters we suggest a hierarchical Bayesian framework using Markov Chain Monte Carlo methodology. Furthermore, we illustrate the method in an application data. We check the convergence by a potential scale reduction factor and we use the posterior predictive p-value and the mean logarithmic conditional predictive ordinate to compar models.
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참고문헌 (7)
참고문헌 신청
1. [학술지(정기간행물)] - Battese, G. / 1988 / An-error-components model for prediction of county crop areas using survey and satellite data / Journal of the American Statistical Association 83 : 28 ~ 36
2. [단행본] - Carlin, B. O. / 2009 / Bayesian methods for data analysis / Chapman & Hall/CRC
3. [학술지(정기간행물)] - Gelman, A. E. / 1992 / Inference from iterative simulation(with discussion) / Statistical Science 7 : 457 ~ 511
4. [학술지(정기간행물)] - 구유미 / 2013 / Bayesian small area estimations with measurement errors / 한국데이터정보과학회지 24 (4) : 885 ~ 893
5. [학술지(정기간행물)] - 황진섭 / 2010 / Semiparametric Bayesian estimation under functional measurement error model / 한국데이터정보과학회지 21 (2) : 379 ~ 384
2. [단행본] - Carlin, B. O. / 2009 / Bayesian methods for data analysis / Chapman & Hall/CRC
3. [학술지(정기간행물)] - Gelman, A. E. / 1992 / Inference from iterative simulation(with discussion) / Statistical Science 7 : 457 ~ 511
4. [학술지(정기간행물)] - 구유미 / 2013 / Bayesian small area estimations with measurement errors / 한국데이터정보과학회지 24 (4) : 885 ~ 893
5. [학술지(정기간행물)] - 황진섭 / 2010 / Semiparametric Bayesian estimation under functional measurement error model / 한국데이터정보과학회지 21 (2) : 379 ~ 384
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UCI(KEPA) : I410-ECN-0101-2018-041-001376623