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A distributed multiple sample testing for massive data 期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 19
Authors:  Xie Xiaoyue;  Shi Jian;  Song Kai
Favorite  |  View/Download:11/0  |  Submit date:2021/06/01
Distributed scheme  hypothesis testing  fraud detection  classification  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
Authors:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
Favorite  |  View/Download:26/0  |  Submit date:2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
A distributed quantile estimation algorithm of heavy-tailed distribution with massive datasets 期刊论文
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 卷号: 18, 期号: 1, 页码: 214-230
Authors:  Xie, Xiaoyue;  Shi, Jian
Favorite  |  View/Download:16/0  |  Submit date:2021/04/26
distributed algorithm  big data  high quantile estimation  heavy-tailed distribution  Peak Over Threshold method