An Asymptotic Linear Representation for the Breslow Estimator
classification
🧮 math.ST
stat.TH
keywords
estimatorrepresentationasymptoticbreslowlineartermarbitrarilyaverage
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We provide an asymptotic linear representation for the Breslow estimator of the baseline cumulative hazard function in the Cox model. Our representation consists of an average of independent random variables and a term involving the difference between the maximum partial likelihood estimator and the underlying regression parameter. The order of the remainder term is arbitrarily close to 1/n.
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