Essays about: "Ryo Yamazaki"

Found 1 essay containing the words Ryo Yamazaki.

  1. 1. Random Subspace Analysis on Canonical Correlation of High Dimensional Data

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Ryo Yamazaki; [2016]
    Keywords : Canonical correlation; Random subspace analysis; high-dimensional statistics;

    Abstract : 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