A Test for MANVOA in High-Dimension Data
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Abstract
To test the equality of the mean vectors in MANOVA with high dimensional data, a test was proposed. The test permits arbitrary relationship between the data size and the data dimension. The asymptotic distributions were obtained in the null and non-null hypotheses under mild conditions. Simulation results illustrated that the proposed test is superior to the existing test in some cases.
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