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Advanced Studies in Behaviormetrics and Data Science : Essays in Honor of Akinori Okada. 今泉忠、中山厚穂、横山暁編 行動計量学と データ科学の先進研究－岡太彬訓記念論集
・ISBN 978-981-15-2699-2 hard EUR 129.99
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| 著者・編者 | Imaizumi, Tadashi / Nakayama, Atsuho / Yokoyama, Satoru (eds.), |
|---|---|
| シリーズ | Behaviormetrics: Quantitative Approaches to Human Behavior |
| 出版社 | (Springer, GW) |
| 出版年月 | 2020 |
| ページ数 | 451 pp. |
| 言語 | ENG |
| ニュース番号 | ＜656-264 656-33＞ |
解説
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.