Matrix-Based Introduction to Multivariate Data Analysis

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Focusing on multivariate analysis, this textbook introduces matrix forms to readers with little prior knowledge of matrices. It clarifies the underlying models and the optimization of objective functions, facilitating a quicker understanding of multivariate data analysis. The content is organized to help readers intuitively grasp the applications of various procedures, featuring clear explanations and numerical examples that precede more complex mathematical concepts.