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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

    This book introduces the authors’ new component-based approach to structural equation modeling (SEM): generalized structured component analysis (GSCA). The text explains the advantages and limitations of GSCA compared to traditional SEM approaches. It also discusses the relationships between GSCA...

    To Be Published December 14th 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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