NONPARAMETRIC-ESTIMATION OF A LIFETIME DISTRIBUTION WHEN CENSORING TIMES ARE MISSING

Citation
Xj. Hu et al., NONPARAMETRIC-ESTIMATION OF A LIFETIME DISTRIBUTION WHEN CENSORING TIMES ARE MISSING, Technometrics, 40(1), 1998, pp. 3-13
Citations number
11
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00401706
Volume
40
Issue
1
Year of publication
1998
Pages
3 - 13
Database
ISI
SICI code
0040-1706(1998)40:1<3:NOALDW>2.0.ZU;2-O
Abstract
We consider datasets for which lifetimes associated with the units in a population are observed if they occur within certain time intervals but for which lengths of the time intervals, or censoring times of unf ailed units, are missing. We consider nonparametric estimation of the lifetime distribution for the population from such data; a maximum lik elihood estimator and a simple moment estimator are obtained. An examp le involving automobile warranty data is discussed at some length.