Sökning: "Ryo Yamazaki"
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1. Random Subspace Analysis on Canonical Correlation of High Dimensional Data
Kandidat-uppsats, Uppsala universitet/Statistiska institutionenSammanfattning : 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. LÄS MER
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