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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2010.4
- 수록면
- 345 - 354 (10page)
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초록· 키워드
오류제보하기
The Gamma Distribution is widely used in Engineering and Industrial applications. Estimation of parameters is revisited in the two-parameter Gamma distribution. The parameters are estimated by minimizing the likelihood ratios. A comparative study be-tween the method of moments, the maximum likelihood method, the method of product spacings, and minimization of three different likelihood ratios is performed using simula-tion. For the scale parameter, the maximum likelihood estimate performs better and for the shape parameter, the product spacings estimate performs better. Among the three likelihood ratio statistics considered, the Anderson-Darling statistic has inferior perf-ormance compared to the Cramer-von-Misses statistic and the Kolmogorov-Smirnov statistic.
목차
등록된 정보가 없습니다.
참고문헌 (13)
참고문헌 신청
1. [학술지(정기간행물)] - Cheng, R. C. H. / 1983 / Estimating parameters in continuous univariate distributions with a shifted origin / Journal of Royal Statistical Society, Series B 45 : 394 ~ 403
2. [학술지(정기간행물)] - Cheng, R. C. H. / 1987 / Corrected maximum likelihood in non-regular problems / Journal of Royal Statistical Society, Series B 49 : 95 ~ 101
3. [학술지(정기간행물)] - Choi, S. C. / 1969 / Maximum likelihood estimation of the parameters of the gamma distri-bution and their bias / Technometrics 11 : 683 ~ 690
4. [학술지(정기간행물)] - Dang, H. / 2000 / Bounds for the maximum likelihood estimates in two-parameter gamma distribution / Journal of Mathematical Analysis and Applications 245 : 1 ~ 6
5. [단행본] - Evans, M. / 2000 / Statistical distributions, Third Edition / John Wiley & Sons, Inc.
2. [학술지(정기간행물)] - Cheng, R. C. H. / 1987 / Corrected maximum likelihood in non-regular problems / Journal of Royal Statistical Society, Series B 49 : 95 ~ 101
3. [학술지(정기간행물)] - Choi, S. C. / 1969 / Maximum likelihood estimation of the parameters of the gamma distri-bution and their bias / Technometrics 11 : 683 ~ 690
4. [학술지(정기간행물)] - Dang, H. / 2000 / Bounds for the maximum likelihood estimates in two-parameter gamma distribution / Journal of Mathematical Analysis and Applications 245 : 1 ~ 6
5. [단행본] - Evans, M. / 2000 / Statistical distributions, Third Edition / John Wiley & Sons, Inc.
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UCI(KEPA) : I410-ECN-0101-2018-041-001379366