Uniform moment bounds for the standard estimators in the Cox proportional hazard model

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS(2022)

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摘要
We consider the Cox regression model and show that the regression parameter estimator and the Breslow estimator for the cumulative hazard have uniformly bounded moments of any order if we restrict to a sequence of events with probability converging to one. These results are needed, for example, when studying global errors of shape restricted estimators of the baseline hazard function.
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关键词
Cox regression model, maximum partial likelihood estimator, Breslow estimator, uniformly bounded moments
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