| 书目名称 | Methods for the Analysis of Asymmetric Proximity Data | | 编辑 | Giuseppe Bove,Akinori Okada,Donatella Vicari | | 视频video | | | 概述 | Represents a complete and up-to-date reference on methods for analyzing asymmetric proximity data.Provides a practical guide to build up graphical representation and classification of asymmetric proxi | | 丛书名称 | Behaviormetrics: Quantitative Approaches to Human Behavior | | 图书封面 |  | | 描述 | .This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related methods to asymmetric one-mode two-way and three-way asymmetric data. A major objective of this book is to present to applied researchers a set of methods and algorithms for graphical representation and clustering of asymmetric relationships. Data frequently concern measurements of asymmetric relationships between pairs of objects from a given set (e.g., subjects, variables, attributes,…), collected in one or more matrices. Examples abound in many different fields such as psychology, sociology, marketing research, and linguistics and more recently several applications have appeared in technological areas including cybernetics, air traffic control, robotics, and network analysis. The capabilities of the presented algorithms are illustrated by carefully chosen examples and supported by extensive data analyses. A review of the specialized statistical software available for the applications is also provided. This monograph is highly recommended to readers who need a complete and up-to-date reference on methods for asymmetric proximity data | | 出版日期 | Book 2021 | | 关键词 | Data Visualization; Multidimensional Scaling; Cluster Analysis; Asymmetry; Multiway Methods; Statistical | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-16-3172-6 | | isbn_softcover | 978-981-16-3174-0 | | isbn_ebook | 978-981-16-3172-6Series ISSN 2524-4027 Series E-ISSN 2524-4035 | | issn_series | 2524-4027 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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发表于 2025-3-21 17:03:16
