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stat.ME2018★ 1 cited
A clustering method for misaligned curves
Yu-Hsiang Cheng, Tzee-Ming Huang, Su-Fen Yang
We consider the problem of clustering misaligned curves. According to our similarity measure, two curves are considered similar if they have the same shape after being aligned, and…
stat.ME2018
Random Partitioning and Distribution-based Thresholding for Iterative Variable Screening in High Dimensions
Yu-Hsiang Cheng, Tzee-Ming Huang, Su-Yun Huang
In big data analysis, a simple task such as linear regression can become very challenging as the variable dimension grows. As a result, variable screening is inevitable in many…