Biostatistics with R

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• Discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools
• Topics are motivated by real examples
• Intended for a wide range of readers
  

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language.  The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided.  Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander.  A novel feature of this book is an elementary introduction to the basic of Bayesian analysis.

This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools.  The book is ideal for instructors of basic statistics for biologists and other health scientists.  The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text.

目录

Contents1 Introduction ................................ 1
2 Data Exploration ............................. 17
3 Exploring Relationships ......................... 61
4 Probability ................................ 83
5 Random Variables and Probability Distributions ...........109
6 Estimation .................................151
7 Hypothesis Testing ............................173
8 Statistical Inference for the Relationship Between Two Variables . . 193
9 Analysis of Variance (ANOVA) .....................221
10 Analysis of Categorical Variables ....................235
11 Regression Analysis ...........................253
12 Clustering .................................291
13 Bayesian Analysis .............................303







146141301XBiostatistics.pdf (5.67 MB)

2012-2-9 10:43:11 上传

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关键词：biostatistic Statistics IOSTATISTI statistic Statist concepts designed examples problems dynamic

我是教生物统计学的，看到这个标题就很感兴趣，下载了，看内容还不错，等我看完后一定好好评价。多谢版主提供这么好的资源@

Thank you so much!

thank you！

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Thank you very much! lz

谢谢分享

还不错的一本书！谢谢楼主了！

非常感谢楼主哈！

Thank you very much! lz
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