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1-2 of 2 results for Author: yoshio takane (sorted by Publication Date, showing all)
  1. Generalized Structured Component Analysis

    A Component-Based Approach to Structural Equation Modeling

    By Heungsun Hwang, Yoshio Takane

    Series: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

    Developed by the authors, generalized structured component analysis is an alternative to two longstanding approaches to structural equation modeling: covariance structure analysis and partial least squares path modeling. Generalized structured component analysis allows researchers to evaluate the...

    Published December 15th 2014 by Chapman and Hall/CRC

  2. Constrained Principal Component Analysis and Related Techniques

    By Yoshio Takane

    Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability

    In multivariate data analysis, regression techniques predict one set of variables from another while principal component analysis (PCA) finds a subspace of minimal dimensionality that captures the largest variability in the data. How can regression analysis and PCA be combined in a beneficial...

    Published October 23rd 2013 by Chapman and Hall/CRC

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