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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
- 1,675 - 1,686 (12page)
이용수
초록· 키워드
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The (interval) prediction of ratio-type quantity needs special technique called Fieller's method. In regression analysis the F statistic based inverse prediction works only if the normality assumption on the error terms is valid. Without the normality assumption, a nonparametric method which does not need the distributional assumption will be preferred. The nonparametric construction of confidence region using empirical likelihood ratio was developed by Owen(1991). In the inverse prediction problem, we suggest a new profile empirical likelihood ratio statistic, which is simpler than but as efficient as the Owen's. We prove an asymptotic theorem on the suggested statistic and check the efficiency via simulation.
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참고문헌 (10)
참고문헌 신청
/ 1938 / The large-sample distribution of the likelihood ratio for testing composite hypotheses Annals of Mathematical Statistics : 60 ~ 62
/ 1988 / Empirical likelihood ratio confidence intervals for a single functional : 237 ~ 249
/ 1989 / Comparison of parametric and empirical likelihood functions : 465 ~ 476
/ 1990 / Pseudo-likelihood theory for empirical likelihood The Annals of Statistics : 121 ~ 140
/ 1990 / The Annals of Statistics : 90 ~ 120
/ 1988 / Empirical likelihood ratio confidence intervals for a single functional : 237 ~ 249
/ 1989 / Comparison of parametric and empirical likelihood functions : 465 ~ 476
/ 1990 / Pseudo-likelihood theory for empirical likelihood The Annals of Statistics : 121 ~ 140
/ 1990 / The Annals of Statistics : 90 ~ 120
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