Horton N.J., Kleinman K. Using R and RStudio for Data Management, Statistical Analysis and Graphics

CRC Press, 2015. — 280 p. — 2nd ed. — ISBN: 1482237369, 9781482237368This is the second edition of the popular book on using R for statistical analysis and graphics. The authors, who run a popular blog supplementing their books, have focused on adding many new examples to this new edition. These examples are presented primarily in new chapters based on the following themes: simulation, probability, statistics, mathematics/computing, and graphics. The authors have also added many other updates, including a discussion of RStudio—a very popular development environment for R.List of Tables
List of Figures
Preface to the second edition
Preface to the _rst edition
Data input and output
Data management
Statistical and mathematical functions
Programming and operating system interface
Common statistical procedures
Linear regression and ANOVA
Regression generalizations and modeling
A graphical compendium
Graphical options and con_guration
Simulation
Special topics
Case studies
A. Introduction to R and Rstudio
B. The HELP study dataset
C. References