Estimating Extreme Value Index by Subsampling for Massive Datasets with Heavy-Tailed Distributions

Yongxin Li, Liujun Chen, Deyuan Li +1

Modern statistical analyses often encounter datasets with massive sizes and heavy-tailed distributions. For datasets with massive sizes, traditional estimation methods can hardly b…