Introduction to the Statistical Analysis of Categorical Data

Introduction to the Statistical Analysis of Categorical Data
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分类数据统计分析简介

DOI:
10.1080/00401706.1998.10485536
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发表时间:
1997
期刊:
影响因子:
1.9
通讯作者:
E. Andersen
E. Andersen
中科院分区:
--
文献类型:
--
作者:
E. Andersen

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这本书论述分类数据的分析。统计模型,特别是对数线性模型列联表和逻辑回归,描述和应用于真实的生活数据。特别强调的是图形方法的使用。这本书的目的是作为本科和研究生课程的统计学家,应用统计学家,社会科学家,经济学家和流行病学家的文本。许多有解答的例子和练习应该有助于读者理解材料。
This book deals with the analysis of categorical data. Statistical models, especially log-linear models for contingency tables and logistic regression, are described and applied to real life data. Special emphasis is given to the use of graphical methods. The book is intended as a text for both undergraduate and graduate courses for statisticians, applied statisticians, social scientists, economists and epidemiologists. Many examples and exercises with solutions should help the reader to understand the material.