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《Statistics – An Introsrcction using R》

简介 Intro

《Statistics: An Introsrcction using R》—— Michael J. Crawley

A revised and updated edition of this bestselling introsrcction to statistical analysis using the leading free software package R

In recent years R has become one of the most popular, powerful and flexible statistical software packages available. It enables users to apply a wide variety of statistical methods, ranging from simple regression to generalized linear modelling, and has been widely adopted by life scientists and social scientists. This new edition offers a concise introsrcction to a broad array of statistical methods, at a level that is elementary enough to appeal to a wide range of disciplines. Step-by-step instructions help the non-statistician to fully understand the methodology. The book covers the full range of statistical techniques likely to be needed to analyse the data from research projects, including elementary material such as t tests and chi-squared tests, intermediate methods such as regression and analysis of variance, and more advanced techniques such as generalized linear modelling. Numerous worked examples and exercises are included within each chapter.

•Comprehensively revised to include more detailed introsrcctory material on working with R

•Updated to be compatible with the current R Version 3

•Complete coverage of all the essential statistical methods

•Focus on linear models (regression, analysis of variance and analysis of covariance) and generalized linear models (for count data, proportion data and age-at-death data)

•Now includes more detail on experimental design

•Accompanied by a website featuring worked examples, data sets, exercises and solutions www.imperial.ac.uk/bio/research/crawley/statistics

Statistics: An introsrcction using R is primarily aimed at undergrasrcate students in medicine, engineering, economics and biology – but will also appeal to postgrasrcates in these areas who wish to switch to using R.

关键词：Statistics;统计学：使用R的入门书;

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读者评论 Readers\’ Comments

一本很容易理解的统计学书本，结合R的使用，不论是初学者还是查漏补缺的老手都很适合。

教材，比r in action内容更多一些

Clear, example laden description of how to get using R with some proficiency. Enjoyed working with R with this book in hand.

作者 Author

Michael J. Crawley

British ecologist and professor of biology at Imperial College London. He is based at Silwood Park campus near Ascot, Berkshire. Crawley\’s research focuses on the subject of plant ecology.

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