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Lifetesting and estimation with arbitrary distribution function 

Author: Michael J. Phelan a
Affiliation:   a Program in Statistics and Operations Research, Princeton University, Princeton, NJ, U.S.A
DOI: 10.1080/02331888908802174
Publication Frequency: 6 issues per year
Published in: journal Statistics, Volume 20, Issue 2 1989 , pages 305 - 318
Formats available: PDF (English)
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Abstract

We consider the problem of estimating the life-distribution F from censored lifetimes. The observation scheme is renewal testing over a long time horizon although the results can apply to survival testing with repetitions. We exhibit a product-limit estimator of F which is shown to be consistent and to converge weakly to a GAUSsian process. To do this we first extend these properties of the NELSON-AALEN martingale estimator to the family of PoissoN-type counting processes. Our proof of weak convergence is based on the general functional central limit theorems for semimartingales as developed by .JACOB, SHIRYAYEV and others
Keywords: Lifetesting; renewal testing; product-limit estimator; censoring; martingale; Poissoisr type counting process
AMS 1980 subject classifications: Primary 62G05; secondary 62M09, 60G55
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