Power Comparison between High Dimensional t-Test, Sign, and Signed Rank Tests

12/27/2018

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by   Long Feng, et al.

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In this paper, we propose a power comparison between high dimensional t-test, sign and signed rank test for the one sample mean test. We show that the high dimensional signed rank test is superior to a high dimensional t test, but inferior to a high dimensional sign test.