منابع مشابه
Failure Process Modeling with Censored Data in Accelerated Life Tests
Manufacturers need to evaluate the reliability of their products in order to increase the customer satisfaction. Proper analysis of reliability also requires an effective study of the failure process of a product, especially its failure time. So, the Failure Process Modeling (FPM) plays a key role in the reliability analysis of the system that has been less focused on. This paper introduces a f...
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Interval censored (IC) failure time data are often observed in medical follow-up studies and clinical trials where subjects can only be followed periodically, and the failure time can only be known to lie in an interval. In this paper, we propose a weightedWilcoxontype rank test for the problem of comparing two IC samples. Under a very general sampling technique developed by Fay (1999), the mea...
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Small-sample properties of censored-data.rank tests, such as Mantel's logrank test, the Breslow test or the general dass of tests proposed by Peto and Peto (1972, Journal oj the Royal Statistical Society, Series A 135, 185-206), are examined. It is found that the latter dass of tests, in particular, can be substantially nonconservative when applied to small sam pies. The most serious inaccuraci...
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A weighted rank estimating function is proposed to estimate the regression parameter vector in an accelerated failure time model with right censored data. In general, rank estimating functions are discontinuous in the regression parameter, creating difficulties in determining the asymptotic distribution of the estimator. A local distribution function is used to create a rank based estimating fu...
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In a recent paper, Kooperberg, Stone, and Truong (1995a) introduced hazard regression (HARE), in which linear splines and their tensor products are used to estimate the conditional log-hazard function based on possibly censored, positive response data and one or more covariates. Model selection is carried out in an adaptive fashion using maximum likelihood estimation of the unknown coefficients...
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ژورنال
عنوان ژورنال: The Annals of Statistics
سال: 1988
ISSN: 0090-5364
DOI: 10.1214/aos/1176351050