Methods and Applications of Linear Models: Regression and the Analysis of Variance, 2/e (Hardcover)
暫譯: 線性模型的方法與應用:迴歸與變異數分析,第2版(精裝本)
Ronald R. Hocking
- 出版商: Wiley
- 出版日期: 2003-04-07
- 售價: $6,410
- 貴賓價: 9.5 折 $6,090
- 語言: 英文
- 頁數: 776
- 裝訂: Hardcover
- ISBN: 047123222X
- ISBN-13: 9780471232223
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商品描述
The ready availability of high-speed computers and statistical software encourages the analysis of ever larger and more complex problems while at the same time increasing the likelihood of improper usage. That is why it is increasingly important to educate end users in the correct interpretation of the methodologies involved. Now in its second edition, Methods and Applications of Linear Models: Regression and the Analysis of Variance seeks to more effectively address the analysis of such models through several important changes. Notable in this new edition:
- Fully updated and expanded text reflects the most recent developments in the AVE method
- Rearranged and reorganized discussions of application and theory enhance text’s effectiveness as a teaching tool
- More than 100 new exercises in the areas of regression and analysis of variance
As in the First Edition, the author presents a thorough treatment of the concepts and methods of linear model analysis, and illustrates them with various numerical and conceptual examples, using a data-based approach to development and analysis. Data sets, available on an FTP site, allow readers to apply analytical methods discussed in the book.
商品描述(中文翻譯)
一本受歡迎的統計學教材,現在更新得更好!
高效能電腦和統計軟體的隨手可得,促進了對越來越大且複雜問題的分析,同時也增加了不當使用的可能性。因此,教育最終使用者正確解釋所涉及的方法論變得越來越重要。現在進入第二版,《線性模型的方法與應用:迴歸與變異數分析》旨在通過幾個重要的變更,更有效地處理這些模型的分析。在這一新版中,有幾個值得注意的地方:
- 完全更新和擴展的文本反映了AVE方法的最新發展
- 應用與理論的討論重新排列和組織,提高了文本作為教學工具的有效性
- 在迴歸和變異數分析領域新增了100多個練習題
與第一版一樣,作者對線性模型分析的概念和方法進行了全面的處理,並通過各種數值和概念示例進行說明,採用基於數據的方法進行開發和分析。可在FTP網站上獲得的數據集,允許讀者應用書中討論的分析方法。