Computational Statistics Handbook with MATLAB, 3/e (Hardcover)
暫譯: MATLAB計算統計手冊（第三版，精裝本）
Wendy L. Martinez, Angel R. Martinez
- 出版商: Chapman and Hall/CRC
- 出版日期: 2015-12-22
- 售價: $4,390
- 貴賓價: 9.5 折 $4,171
- 語言: 英文
- 頁數: 759
- 裝訂: Hardcover
- ISBN: 1466592737
- ISBN-13: 9781466592735
-
相關分類:
Matlab、機率統計學 Probability-and-statistics
海外代購書籍(需單獨結帳)
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相關主題
商品描述
A Strong Practical Focus on Applications and Algorithms
Computational Statistics Handbook with MATLAB®, Third Edition covers today’s most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps theoretical concepts to a minimum, emphasizing the implementation of the methods.
New to the Third Edition
This third edition is updated with the latest version of MATLAB and the corresponding version of the Statistics and Machine Learning Toolbox. It also incorporates new sections on the nearest neighbor classifier, support vector machines, model checking and regularization, partial least squares regression, and multivariate adaptive regression splines.
Web Resource
The authors include algorithmic descriptions of the procedures as well as examples that illustrate the use of algorithms in data analysis. The MATLAB code, examples, and data sets are available online.
商品描述(中文翻譯)
強調應用與演算法的實務導向
使用 MATLAB® 的計算統計手冊（第三版） 涵蓋當今計算統計中最常用的技術，同時保持暢銷前幾版的理念和寫作風格。該文本將理論概念保持在最低限度，強調方法的實作。
第三版的新內容
這一版更新了最新版本的 MATLAB 及相應版本的統計與機器學習工具箱。它還新增了有關最近鄰分類器、支持向量機、模型檢查與正則化、偏最小二乘回歸以及多變量自適應回歸樣條的新章節。
網路資源
作者提供了程序的演算法描述以及示例，說明演算法在數據分析中的應用。MATLAB 代碼、示例和數據集可在線獲取。
