한국품질경영학회:학술대회논문집 (Proceedings of the Korean Society for Quality Management Conference)
- 한국품질경영학회 1998년도 The 12th Asia Quality Management Symposium* Total Quality Management for Restoring Competitiveness
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- Pages.571-579
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- 1998
SMOOTH NONPARAMETRIC ESTIMATION OF MEAN RESIDUAL LIFE
- Na, Myoung-Hwan (Department of Statistics, Seoul National University) ;
- Park, Sung-Hyun (Department of Statistics, Seoul National University) ;
- Kim, Jae-Joo (Department of Statistics, Seoul National University)
- 발행 : 1998.11.01
초록
In this paper we propose smooth nonparametric estimator of Mean Residual Life(MRL) based on a complete sample. This estimator is constructed using estimator of cumulative failure rate which is derived as the maximum likelihood estimate of cumulative failure rate in the class of distributions which have piecewise linear failure rate functions between each pair of observations. We derive the asymptotic properties of the our estimator. The proposed estimator is compared with previously known estimator by Monte Carlo study.
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