Biostatistics with R. An Introduction to Statistics Through Biological Data

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Автор: Babak Shahbaba

Название: Biostatistics with R. An Introduction to Statistics Through Biological Data

Издательство: Springer

Год: 2012

Формат: pdf

Размер: 4.9Mb

Язык: Английский

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