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商品詳細
Statistical Analysis and Data Display : An Intermediate Course with Examples in R. Softcover reprint of the original 2nd ed. 2015.
・ISBN 978-1-4939-7968-4 paper EUR 114.99
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| 著者・編者 | Heiberger, Richard M. / Holland, Burt, |
|---|---|
| シリーズ | Springer Texts in Statistics |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2019 |
| ページ数 | 898 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-1832＞ |
解説
This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data-showing code, graphics, and accompanying tabular listings-for all the methods they cover. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses.
This book can serve as a standalone text for statistics majors at the master's level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. Classical concepts and techniques are illustrated with a variety of case studies using both newer graphical tools and traditional tabular displays.
New graphical material includes:
- an expanded chapter on graphics
- a section on graphing Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics
- a discussion on design of graphics that will work for readers with color-deficient vision
- an expanded discussion on the design of multi-panel graphics
- expanded and new sections in the discrete bivariate statistics capter on the use of mosaic plots for contingency tables including the nx2x2 tables for which the Mantel-Haenszel-Cochran test is appropriate
- an interactive (using the shiny package) presentation of the graphics for the normal and t-tables that is introduced early and used in many chapters