Principal Component Analysis and Randomness Test for Big Data Analysis Practical Applications of RMT-Based Technique / by Mieko Tanaka-Yamawaki, Yumihiko Ikura.

Principal Component Analysis and Randomness Test for Big Data Analysis Practical Applications of RMT-Based Technique /

This book presents the novel approach of analyzing large-sized rectangular-shaped numerical data (so-called big data). The essence of this approach is to grasp the "meaning" of the data instantly, without getting into the details of individual data. Unlike conventional approaches of princi...

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Bibliographic Details
Main Authors: Tanaka-Yamawaki, Mieko (Author), Ikura, Yumihiko (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Series:Evolutionary Economics and Social Complexity Science, 25
Subjects:
Evolutionary economics.
Institutional economics.
Big data.
Quantitative research.
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