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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 제8권 제5호
- 발행연도
- 2006.1
- 수록면
- 1,705 - 1,713 (9page)
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This paper performed the skewed regression model whose data set of n observed responses is to be related to a set of p potential predictors with p >> n. We introduce the skewed regression models based on the ideas proposed by Chen, Dey and Shao(1999). We use singular-value decompositions of matrices which have measured values of large numbers of predictors across samples, generating factor representations and possibly massive dimension reduction. Also, we develop easily implemented and standard Markov chain Monte Carlo(MCMC) methods to produce posterior inferences on the high-dimensional regression parameter. Finally, we have the simulation study.
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참고문헌 (9)
참고문헌 신청
Cha, Y. J. / 2006 / Bayesian testing for the ratio of the failure rates in two components system 8 (3) : 913 ~ 918
Chen, M. H / 1999 / A new skewed link model for dichotomous quantal response data 94 : 1172 ~ 1186
Cho, J. S / 2006 / Bayesian multiple comparisons in geometric populations 8 (3) : 919 ~ 926
Cho, J. S / 2006 / Multiple comparisons of the proportions for negative binomial populations using fractional Bayes factor 8 (4) : 1361 ~ 1368
Kim, H. J. / 2006 / Nonparametric Bayesian approach for P(X < Y) under the Dirichlet process prior 8 (4) : 1351 ~ 1360
Chen, M. H / 1999 / A new skewed link model for dichotomous quantal response data 94 : 1172 ~ 1186
Cho, J. S / 2006 / Bayesian multiple comparisons in geometric populations 8 (3) : 919 ~ 926
Cho, J. S / 2006 / Multiple comparisons of the proportions for negative binomial populations using fractional Bayes factor 8 (4) : 1361 ~ 1368
Kim, H. J. / 2006 / Nonparametric Bayesian approach for P(X < Y) under the Dirichlet process prior 8 (4) : 1351 ~ 1360
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