Regularization for Coxs Proportional Hazards Model With NP-Dimensionality

来源 :The Third IMS-China International Conference on Statistics a | 被引量 : 0次 | 上传用户:sebeer
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  High thronghput genetic sequencing arrays with thousands of measurements per sample and a great amount of related censored clinical data have increased demanding need for better measurement specific model seleetion.In this paper we establish strong oracle properties of non-concave penalized methods for non-polynomial (NP)dimensionality data with censoring in the framework of Coxs proportional hazards model.
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