Overview
- Focuses on analysis of complex data in behaviormetrics
- Applies data science methods and techniques to behavioral sciences
- Bridges the gap between statistical methods and applications in behaviormetrics
Part of the book series: Behaviormetrics: Quantitative Approaches to Human Behavior (BQAHB, volume 5)
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Table of contents (28 chapters)
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Front Matter
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Theoretically-Oriened
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Front Matter
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Keywords
About this book
This book focuses on the latest developments in behaviormetrics and data science, covering a wide range of topics in data analysis and related areas of data science, including analysis of complex data, analysis of qualitative data, methods for high-dimensional data, dimensionality reduction, visualization of such data, multivariate statistical methods, analysis of asymmetric relational data, and various applications to real data. In addition to theoretical and methodological results, it also shows how to apply the proposed methods to a variety of problems, for example in consumer behavior, decision making, marketing data, and social network structures.
Moreover, it discuses methodological aspects and applications in a wide range of areas, such as behaviormetrics; behavioral science; psychology; and marketing, management and social sciences. Combining methodological advances with real-world applications collected from a variety of research fields, the book is a valuable resource for researchers and practitioners, as well as for applied statisticians and data analysts.
Editors and Affiliations
About the editors
Atsuho Nakayama is an associate professor at Tokyo Metropolitan University.
Satoru Yokoyama is an associate professor at Aoyama Gakuin University.
Bibliographic Information
Book Title: Advanced Studies in Behaviormetrics and Data Science
Book Subtitle: Essays in Honor of Akinori Okada
Editors: Tadashi Imaizumi, Atsuho Nakayama, Satoru Yokoyama
Series Title: Behaviormetrics: Quantitative Approaches to Human Behavior
DOI: https://doi.org/10.1007/978-981-15-2700-5
Publisher: Springer Singapore
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2020
Hardcover ISBN: 978-981-15-2699-2Published: 18 April 2020
Softcover ISBN: 978-981-15-2702-9Published: 18 April 2021
eBook ISBN: 978-981-15-2700-5Published: 17 April 2020
Series ISSN: 2524-4027
Series E-ISSN: 2524-4035
Edition Number: 1
Number of Pages: XV, 472
Number of Illustrations: 67 b/w illustrations, 69 illustrations in colour
Topics: Statistics for Social Sciences, Humanities, Law, Statistical Theory and Methods, Consumer Behavior, Visualization, Methodology of the Social Sciences, Psychometrics