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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2012.12
- 수록면
- 1,271 - 1,277 (7page)
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In this paper, we propose an estimation method of the parameter in an exponential distribution based on a progressive Type I interval censored sample with semi-missing observation. The maximum likelihood estimator (MLE) of the parameter in the expo-nential distribution cannot be obtained explicitly because the intervals are not equal inlength under the progressive Type I interval censored sample with semi-missing data. To obtain the MLE of the parameter for the sampling scheme, we propose a method by which progressive Type I interval censored sample with semi-missing date is converted to the progressive Type II interval censored sample . Consequently, the estimation pro-cedures in the progressive Type II interval censored sample can be applied and we obtain the MLE of the parameter and survival function. It will be shown that the ob-tained estimators have good perfor mance in terms of the mean square error (MSE) and mean integrated square error (MISE ).
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참고문헌 (7)
참고문헌 신청
1. [학술지(정기간행물)] - Aggarwala, R. / 2001 / Progressive interval censoring: Some mathematical results with applications to infer-ence / Communications in Statistics-Theory and Methods 30 : 1921 ~ 1935
2. [학술지(정기간행물)] - Amin, Z. H. / 2008 / A note on the parameter estimation for the log-normal distribution based on progres-sively Type I interval censored samples / Model Assisted Statistics Application 3 : 169 ~ 176
3. [학술지(정기간행물)] - Ashour, S. K. / 2007 / Statistical analysis exponentiated Weibull family under Type I progressive interval censoring with random removal / Journal of Applied Sciences Research 3 : 1851 ~ 1863
4. [단행본] - Balakrishnan, N. / 2000 / Progressive censoring: Theory, methods and applications / Birkhauser
5. [학술지(정기간행물)] - Balakrishnan, N. / 1996 / Best linear unbiased and maximum likelihood estimation for exponential distributions under general progressive Type II censored samples / Sankhya: The Indian Journal of Statistics 58 : 1 ~ 9
2. [학술지(정기간행물)] - Amin, Z. H. / 2008 / A note on the parameter estimation for the log-normal distribution based on progres-sively Type I interval censored samples / Model Assisted Statistics Application 3 : 169 ~ 176
3. [학술지(정기간행물)] - Ashour, S. K. / 2007 / Statistical analysis exponentiated Weibull family under Type I progressive interval censoring with random removal / Journal of Applied Sciences Research 3 : 1851 ~ 1863
4. [단행본] - Balakrishnan, N. / 2000 / Progressive censoring: Theory, methods and applications / Birkhauser
5. [학술지(정기간행물)] - Balakrishnan, N. / 1996 / Best linear unbiased and maximum likelihood estimation for exponential distributions under general progressive Type II censored samples / Sankhya: The Indian Journal of Statistics 58 : 1 ~ 9
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UCI(KEPA) : I410-ECN-0101-2018-041-001382936