LIBROS DEL AUTOR: yoshio takane

2 resultados para LIBROS DEL AUTOR: yoshio takane

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  • Constrained Principal Component Analysis and Related Techniques
    Yoshio Takane
    This book shows how constrained principal component analysis (CPCA) offers a unified framework for regression techniques and PCA. Keeping the use of complicated iterative methods to a minimum, the book includes implementation details and many real application examples. It also offers material for methodologically oriented readers interested in d ...
    Disponible

    90,81 €

  • Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition
    Haruo Yanai / Kei Takeuchi / Yoshio Takane
    Aside from distribution theory, projections and the singular value decomposition (SVD) are the two most important concepts for understanding the basic mechanism of multivariate analysis. The former underlies the least squares estimation in regression analysis, which is essentially a projection of one subspace onto another, and the latter underlies principal component analysis, ...
    Disponible

    121,83 €