Nonparametric Statistics: Log-Rank-Type Tests for High-Dimensional Testing
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- Innovated a sample testing method reached from weighted log-rank statistics, and the power is ~12% higher than the other well-known methods in complicated mixture distributed datasets
- Applied the method to social network analysis and genetic variation samples, and the p-values are smaller and more stable compared to the other algorithms including minimum spanning tree and edge counting approaches