| 书目名称 | Interactive and Dynamic Graphics for Data Analysis |
| 副标题 | With R and GGobi |
| 编辑 | Dianne Cook,Deborah F. Swayne |
| 视频video | |
| 概述 | The book‘s examples use the software R and GGobi.Illustrated examples, supplemented by movies on the web, help he reader learn how to use interactive graphics for data anlaysis.Full color figures illu |
| 丛书名称 | Use R! |
| 图书封面 |  |
| 描述 | This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with static graphics and non-graphical computational methods. The area of int- active and dynamic data visualization emerged within statistics as part of research on exploratory data analysis in the late 1960s, and it remains an active subject of research today, as its use in practice continues to grow. It now makes substantial contributions within computer science as well, as part of the growing ?elds of information visualization and data mining, especially visual data mining. The material in this book includes: • An introduction to data visualization, explaining how it di?ers from other types of visualization. • Adescriptionofourtoolboxofinteractiveanddynamicgraphicalmethods. • An approach for exploring missing values in data. • An explanation of the use of these tools in cluster analysis and supervised classi?cation. • An overview of additional material available on the web. • A description of the data used in the analyses and exercises. The book’s examples use the software R and GGobi. R (Ihaka & Gent- man 1996, RDevelopment CoreTeam2 |
| 出版日期 | Book 2007 |
| 关键词 | classification; cluster analysis; clustering; data analysis; data analysis software; data mining; data vis |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-0-387-71762-3 |
| isbn_softcover | 978-0-387-71761-6 |
| isbn_ebook | 978-0-387-71762-3Series ISSN 2197-5736 Series E-ISSN 2197-5744 |
| issn_series | 2197-5736 |
| copyright | Springer-Verlag New York 2007 |
发表于 2025-3-21 19:19:21
