An R and S-Plus? Companion to Multivariate Analysis (Springer Texts in Statistics)
暫譯: R 與 S-Plus 多變量分析伴侶 (Springer 統計學系列)

Brian S. Everitt

An R and S-Plus? Companion to Multivariate Analysis (Springer Texts in Statistics)

商品描述

Most data sets collected by researchers are multivariate, and in the majority of cases the variables need to be examined simultaneously to get the most informative results. This requires the use of one or other of the many methods of multivariate analysis, and the use of a suitable software package such as S-PLUS or R.

In this book the core multivariate methodology is covered along with some basic theory for each method described. The necessary R and S-PLUS code is given for each analysis in the book, with any differences between the two highlighted. A website with all the datasets and code used in the book can be found at www*******.

Graduate students, and advanced undergraduates on applied statistics courses, especially those in the social sciences, will find this book invaluable in their work, and it will also be useful to researchers outside of statistics who need to deal with the complexities of multivariate data in their work.

Brian Everitt is Emeritus Professor of Statistics, King?s College, London.

商品描述(中文翻譯)

大多數研究者收集的數據集都是多變量的，在大多數情況下，這些變量需要同時檢查，以獲得最具信息量的結果。這需要使用多變量分析的各種方法之一，以及使用合適的軟體包，如 S-PLUS 或 R。

在本書中，涵蓋了核心的多變量方法論，並為每種描述的方法提供了一些基本理論。本書中每個分析所需的 R 和 S-PLUS 代碼均有提供，並強調了兩者之間的任何差異。所有在本書中使用的數據集和代碼可以在 www******* 找到。

研究生以及修習應用統計課程的高年級本科生，特別是社會科學領域的學生，會發現本書對他們的工作非常有價值，對於需要處理多變量數據複雜性的統計以外的研究者也將非常有用。

布萊恩·埃弗里特（Brian Everitt）是倫敦國王學院的名譽統計學教授。

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