Essays about: "Ryo Yamazaki"
Found 1 essay containing the words Ryo Yamazaki.
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1. Random Subspace Analysis on Canonical Correlation of High Dimensional Data
University essay from Uppsala universitet/Statistiska institutionenAbstract : High dimensional, low sample, data have singular sample covariance matrices,rendering them impossible to analyse by regular canonical correlation (CC). Byusing random subspace method (RSM) calculation of canonical correlation be-comes possible, and a Monte Carlo analysis shows resulting maximal CC canreliably distinguish between data with true correlation (above 0. READ MORE
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