most citedInference on High-dimensional Single-index Models with Streaming Data

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stat.ME2026

Efficient Poisson Subsampling for the Partially Linear Additive Cox Model

Dongxiao Han, Liuquan Sun, Chunjie Wang +3

To address the computational and storage challenges often encountered in large-scale survival data analysis, we propose an efficient Poisson subsampling method for the partially li…

stat.ME2022★ 2 cited

Inference on High-dimensional Single-index Models with Streaming Data

Dongxiao Han, Jinhan Xie, Jin Liu +4

Traditional statistical methods are faced with new challenges due to streaming data. The major challenge is the rapidly growing volume and velocity of data, which makes storing suc…