ENGLISH

Biostatistics with R: An Introduction to Statistics Through Biological Data

By Babak Shahbaba (auth.)

Book information

Publisher
Springer-Verlag New York
Year
2012
ISBN
978-1-4614-1301-1, 978-1-4614-1302-8
DOI
10.1007/978-1-4614-1302-8
Language
english
Format
PDF
Filesize
5 MB (5091708 bytes)
Series
Use R!
Edition
1
Pages
352\354
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Health SciencesMedicineStatistics for Life Sciences

Description

This book will discuss basic statistical analysis methods through a series of bio- logical examples using R and R-Commander as computational tools. The book is intended for a wide range of readers, from people with relatively strong analyti- cal background who want to learn about statistics and its application in biology, to nonstatistician scientists who use statistical methods in their research. Contents 1 Introduction 2 Data Exploration 3 Exploring Relationships 4 Probability 5 Random Variables and Probability Distributions 6 Estimation 7 Hypothesis Testing 8 Statistical Inference for the Relationship Between Two Variables 9 Analysis of Variance (ANOVA) 10 Analysis of Categorical Variables 11 Regression Analysis 12 Clustering 13 Bayesian Analysis Appendix A Installing R and R-Commander Appendix B Basic R

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