Books  Data Analysis & Modelling  Data Analysis & Statistics 

R by Example: Concepts to Code

TextbookHandbook / Manual

Series: Use R!

By: Maria Rizzo(Author), Jim Albert(Author)

372 pages, 21 colour & 104 b/w illustrations, 12 tables


Hardback | Nov 2011 | #201647 | ISBN-13: 9781461413646
Availability: Usually dispatched within 1-2 weeks Details
NHBS Price: £52.99 $69/€60 approx

About this book

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 R by Example is to illustrate a range of statistical and probability computations using R for people who are learning, teaching, or using statistics.

Specifically, R by Example is written for users who have covered at least the equivalent of (or are currently studying) undergraduate level calculus-based courses in statistics. These users are learning or applying exploratory and inferential methods for analyzing data and R by Example is intended to be a useful resource for learning how to implement these procedures in R.


- 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

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Maria Rizzo is Associate Professor in the Department of Mathematics and Statistics at Bowling Green State University. Jim Albert is Professor of Mathematics and Statistics at Bowling Green State University.

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