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stat.ME2023
Communication-Efficient Distributed Estimation and Inference for Cox's Model
Pierre Bayle, Jianqing Fan, Zhipeng Lou
Motivated by multi-center biomedical studies that cannot share individual data due to privacy and ownership concerns, we develop communication-efficient iterative distributed algor…
stat.ME2022★ 1 cited
Factor-Augmented Regularized Model for Hazard Regression
Pierre Bayle, Jianqing Fan
A prevalent feature of high-dimensional data is the dependence among covariates, and model selection is known to be challenging when covariates are highly correlated. To perform mo…