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【经典1995】Statistics as Principled Argument

Book 图书名称：Statistics as Principled Argument
Author 作者： Robert P. Abelson
Publisher 出版社：Psychology Press
Page 页数：238
Publishing Date 出版时间： Feb 3, 1995
Language 语言： English
Size 大小： 4 MB
Format 格式： pdf 文字版
ISBN: 0805805281, 9780805805284
Edition: 第1版 搜索过论坛， https://bbs.pinggu.org/thread-3144310-1-1.html 缺少第4章/好像没有完整

In this illuminating volume, Robert P. Abelson delves into the too-often dismissed problems of interpreting quantitative data and then presenting them in the context of a coherent story about one's research. Unlike too many books on statistics, this is a remarkably engaging read, filled with fascinating real-life (and real-research) examples rather than with recipes for analysis. It will be of true interest and lasting value to beginning graduate students and seasoned researchers alike.

The focus of the book is that the purpose of statistics is to organize a useful argument from quantitative evidence, using a form of principled rhetoric. Five criteria, described by the acronym MAGIC (magnitude, articulation, generality, interestingness, and credibility) are proposed as crucial features of a persuasive, principled argument.

Particular statistical methods are discussed, with minimum use of formulas and heavy data sets. The ideas throughout the book revolve around elementary probability theory, t tests, and simple issues of research design. It is therefore assumed that the reader has already had some access to elementary statistics. Many examples are included to explain the connection of statistics to substantive claims about real phenomena.

== Table of contents ==
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