R by Example Concepts to Code /

• Main Authors: Albert, Jim (Author), Rizzo, Maria (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2012.
• Series: Use R!
• Subjects: Statistics.; Statistical Theory and Methods.

R by Example is an example-based introduction to the statistical computing environment that does not assume any previous familiarity with R or other software packages. R functions are presented in the context of interesting applications with real data.   The purpose of this book is to illustrate a r...

Table of Contents:

• Introduction
• Quantitative Data
• Categorical Data
• Presentation Graphics
• Exploratotry Data Analysis
• Basic Inference Models
• Regression
• Analysis of Variance I
• Analysis of Variance II
• Randomiczation tests
• Simulation Experiments
• Bayesian Modeling
• Monte Carlo Methods.