Nonparametric Statistical Inference, 5/e (Hardcover)
暫譯: 非參數統計推斷,第5版(精裝本)
Jean Dickinson Gibbons, Subhabrata Chakraborti
- 出版商: CRC
- 出版日期: 2010-07-26
- 售價: $1,568
- 語言: 英文
- 頁數: 650
- 裝訂: Hardcover
- ISBN: 1420077619
- ISBN-13: 9781420077612
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商品描述
Proven Material for a Course on the Introduction to the Theory and/or on the Applications of Classical Nonparametric Methods
Since its first publication in 1971, Nonparametric Statistical Inference has been widely regarded as the source for learning about nonparametric statistics. The fifth edition carries on this tradition while thoroughly revising at least 50 percent of the material.
New to the Fifth Edition
- Updated and revised contents based on recent journal articles in the literature
- A new section in the chapter on goodness-of-fit tests
- A new chapter that offers practical guidance on how to choose among the various nonparametric procedures covered
- Additional problems and examples
- Improved computer figures
This classic, best-selling statistics book continues to cover the most commonly used nonparametric procedures. The authors carefully state the assumptions, develop the theory behind the procedures, and illustrate the techniques using realistic research examples from the social, behavioral, and life sciences. For most procedures, they present the tests of hypotheses, confidence interval estimation, sample size determination, power, and comparisons of other relevant procedures. The text also gives examples of computer applications based on Minitab, SAS, and StatXact and compares these examples with corresponding hand calculations. The appendix includes a collection of tables required for solving the data-oriented problems.
Nonparametric Statistical Inference, Fifth Edition provides in-depth yet accessible coverage of the theory and methods of nonparametric statistical inference procedures. It takes a practical approach that draws on scores of examples and problems and minimizes the theorem-proof format.
Jean Dickinson Gibbons was recently interviewed regarding her generous pledge to Virginia Tech.
商品描述(中文翻譯)
經典非參數方法理論與應用導論課程的驗證材料
自1971年首次出版以來,非參數統計推論一直被廣泛認為是學習非參數統計的最佳來源。第五版在延續這一傳統的同時,對至少50%的內容進行了徹底修訂。
第五版的新內容
- 根據最近的期刊文章更新和修訂的內容
- 在適合度檢驗章節中新增的部分
- 提供實用指導的新章節,幫助選擇各種涵蓋的非參數程序
- 新增的問題和範例
- 改進的計算機圖形
這本經典的暢銷統計書繼續涵蓋最常用的非參數程序。作者仔細陳述假設,發展程序背後的理論,並使用社會、行為和生命科學中的現實研究範例來說明技術。對於大多數程序,他們呈現假設檢驗、信賴區間估計、樣本大小確定、檢定力以及其他相關程序的比較。文本還提供基於Minitab、SAS和StatXact的計算機應用範例,並將這些範例與相應的手動計算進行比較。附錄包括解決數據導向問題所需的表格集合。
非參數統計推論,第五版提供了深入且易於理解的非參數統計推論程序的理論和方法。它採取實用的方法,依賴大量的範例和問題,並最小化定理證明的格式。
Jean Dickinson Gibbons最近接受了關於她對維吉尼亞理工大學慷慨捐贈的訪問。