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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.

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Matrix-Based Introduction to Multivariate Data Analysis, Kohei Adachi

Jazyk
Rok vydání
2020
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Titul
Matrix-Based Introduction to Multivariate Data Analysis
Jazyk
anglicky
Rok vydání
2020
Vazba
pevná
Počet stran
480
ISBN13
9789811541025
Série
Anotace
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.