Semiparametric Accelerated Failure Time Model For The Analysis Of Right Censored Data

COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS(2016)

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摘要
The accelerated failure time model or accelerated life model relates the logarithm of the failure time linearly to the covariates. The parameters in the model provides a direct interpretation. In this paper, we review some newly developed practically useful estimation and inference methods for the model in the analysis of right censored data.
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关键词
accelerated failure time model, Buckley-James estimator, censored data, estimating function, Gehan-type estimator, induced smoothing, weighted logrank-type estimator
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