Series Editors:

- John M. Chambers
*Stanford University, California, USA* - Torsten Hothorn
*Universtität Zürich, Zürich, Switzerland* - Duncan Temple Lang
- Hadley Wickham

### The Essentials of Data Science: Knowledge Discovery Using R

The Essentials of Data Science: Knowledge Discovery Using R presents the concepts of data science through a hands-on approach using free and open source software. It systematically drives an accessible journey through data analysis and machine learning to discover and share knowledge from…

Hardback – 2017-07-13

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Flexible Regression and Smoothing

#### Using GAMLSS in R

This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models (GLMs) and Generalized Additive Models (GAMs) to accommodate large complex datasets, which are increasingly prevalent. GAMLSS allows any…

Hardback – 2017-05-08

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### R Primer, Second Edition

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered…

Paperback – 2017-03-01

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Testing R Code

Learn how to write R code with fewer bugs. The problem with programming is that you are always one typo away from writing something silly. Likewise with data analysis, a small mistake in your model can lead to a big mistake in your results. Combining the two disciplines means that it is all too…

Hardback – 2017-01-19

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### bookdown

#### Authoring Books and Technical Documents with R Markdown

bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends…

Paperback – 2016-12-19

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Computational Actuarial Science with R

A Hands-On Approach to Understanding and Using Actuarial Models Computational Actuarial Science with R provides an introduction to the computational aspects of actuarial science. Using simple R code, the book helps you understand the algorithms involved in actuarial computations. It also covers…

Paperback – 2016-10-27

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Using the R Commander

#### A Point-and-Click Interface for R

This book provides a general introduction to the R Commander graphical user interface (GUI) to R for readers who are unfamiliar with R. It is suitable for use as a supplementary text in a basic or intermediate-level statistics course. It is not intended to replace a basic or other statistics text…

Paperback – 2016-08-05

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Extending R

Up-to-Date Guidance from One of the Foremost Members of the R Core Team Written by John M. Chambers, the leading developer of the original S software, Extending R covers key concepts and techniques in R to support analysis and research projects. It presents the core ideas of R, provides…

Paperback – 2016-05-24

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Spatial Microsimulation with R

Generate and Analyze Multi-Level Data Spatial microsimulation involves the generation, analysis, and modeling of individual-level data allocated to geographical zones. Spatial Microsimulation with R is the first practical book to illustrate this approach in a modern statistical programming language…

Paperback – 2016-03-21

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Statistics in Toxicology Using R

The apparent contradiction between statistical significance and biological relevance has diminished the value of statistical methods as a whole in toxicology. Moreover, recommendations for statistical analysis are imprecise in most toxicological guidelines. Addressing these dilemmas, Statistics in…

Hardback – 2015-12-21

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Introductory Fisheries Analyses with R

A How-To Guide for Conducting Common Fisheries-Related Analyses in R Introductory Fisheries Analyses with R provides detailed instructions on performing basic fisheries stock assessment analyses in the R environment. Accessible to practicing fisheries scientists as well as advanced undergraduate…

Hardback – 2015-11-24

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Basics of Matrix Algebra for Statistics with R

A Thorough Guide to Elementary Matrix Algebra and Implementation in R Basics of Matrix Algebra for Statistics with R provides a guide to elementary matrix algebra sufficient for undertaking specialized courses, such as multivariate data analysis and linear models. It also covers advanced topics,…

Hardback – 2015-07-06

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Dynamic Documents with R and knitr, Second Edition

Quickly and Easily Write Dynamic Documents Suitable for both beginners and advanced users, Dynamic Documents with R and knitr, Second Edition makes writing statistical reports easier by integrating computing directly with reporting. Reports range from homework, projects, exams, books, blogs, and…

Paperback – 2015-06-22

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Reproducible Research with R and R Studio, Second Edition

All the Tools for Gathering and Analyzing Data and Presenting Results Reproducible Research with R and RStudio, Second Edition brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire…

Paperback – 2015-06-11

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Parallel Computing for Data Science

#### With Examples in R, C++ and CUDA

Parallel Computing for Data Science: With Examples in R, C++ and CUDA is one of the first parallel computing books to concentrate exclusively on parallel data structures, algorithms, software tools, and applications in data science. It includes examples not only from the classic "n observations, p…

Hardback – 2015-06-04

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### R and MATLAB

The First Book to Explain How a User of R or MATLAB Can Benefit from the Other In today’s increasingly interdisciplinary world, R and MATLAB® users from different backgrounds must often work together and share code. R and MATLAB® is designed for users who already know R or MATLAB and now need to…

Hardback – 2015-06-02

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Graphical Data Analysis with R

See How Graphics Reveal Information Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so). All the datasets are available in R or one of its packages…

Hardback – 2015-05-20

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Data Science in R

#### A Case Studies Approach to Computational Reasoning and Problem Solving

Effectively Access, Transform, Manipulate, Visualize, and Reason about Data and Computation Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving illustrates the details involved in solving real computational problems encountered in data analysis. It reveals the…

Paperback – 2015-04-21

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Multiple Factor Analysis by Example Using R

Multiple factor analysis (MFA) enables users to analyze tables of individuals and variables in which the variables are structured into quantitative, qualitative, or mixed groups. Written by the co-developer of this methodology, Multiple Factor Analysis by Example Using R brings together the…

Hardback – 2014-11-20

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Nonparametric Statistical Methods Using R

A Practical Guide to Implementing Nonparametric and Rank-Based Procedures Nonparametric Statistical Methods Using R covers traditional nonparametric methods and rank-based analyses, including estimation and inference for models ranging from simple location models to general linear and nonlinear…

Hardback – 2014-10-09

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Analyzing Sensory Data with R

Choose the Proper Statistical Method for Your Sensory Data Issue Analyzing Sensory Data with R gives you the foundation to analyze and interpret sensory data. The book helps you find the most appropriate statistical method to tackle your sensory data issue. Covering quantitative, qualitative,…

Hardback – 2014-10-09

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Advanced R

An Essential Reference for Intermediate and Advanced R Programmers Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the…

Paperback – 2014-09-25

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Stated Preference Methods Using R

Stated Preference Methods Using R explains how to use stated preference (SP) methods, which are a family of survey methods, to measure people’s preferences based on decision making in hypothetical choice situations. Along with giving introductory explanations of the methods, the book collates…

Hardback – 2014-08-15

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Using R for Introductory Statistics, Second Edition

The second edition of a bestselling textbook, Using R for Introductory Statistics guides students through the basics of R, helping them overcome the sometimes steep learning curve. The author does this by breaking the material down into small, task-oriented steps. The second edition maintains the…

Hardback – 2014-06-26

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Introduction to Scientific Programming and Simulation Using R, Second Edition

Learn How to Program Stochastic Models Highly recommended, the best-selling first edition of Introduction to Scientific Programming and Simulation Using R was lauded as an excellent, easy-to-read introduction with extensive examples and exercises. This second edition continues to introduce…

Hardback – 2014-06-12

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Using R for Numerical Analysis in Science and Engineering

Instead of presenting the standard theoretical treatments that underlie the various numerical methods used by scientists and engineers, Using R for Numerical Analysis in Science and Engineering shows how to use R and its add-on packages to obtain numerical solutions to the complex mathematical…

Hardback – 2014-04-24

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Implementing Reproducible Research

In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner as in the original publication. Code must be available to be distributed, data must be accessible in a readable format, and a platform must…

Hardback – 2014-04-14

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Displaying Time Series, Spatial, and Space-Time Data with R

Code and Methods for Creating High-Quality Data Graphics A data graphic is not only a static image, but it also tells a story about the data. It activates cognitive processes that are able to detect patterns and discover information not readily available with the raw data. This is particularly…

Hardback – 2014-04-04

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Growth Curve Analysis and Visualization Using R

Learn How to Use Growth Curve Analysis with Your Time Course Data An increasingly prominent statistical tool in the behavioral sciences, multilevel regression offers a statistical framework for analyzing longitudinal or time course data. It also provides a way to quantify and analyze individual…

Hardback – 2014-02-24

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Analyzing Baseball Data with R

With its flexible capabilities and open-source platform, R has become a major tool for analyzing detailed, high-quality baseball data. Analyzing Baseball Data with R provides an introduction to R for sabermetricians, baseball enthusiasts, and students interested in exploring the rich sources of…

Paperback – 2013-10-29

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Programming Graphical User Interfaces in R

Programming Graphical User Interfaces with R introduces each of the major R packages for GUI programming: RGtk2, qtbase, Tcl/Tk, and gWidgets. With examples woven through the text as well as stand-alone demonstrations of simple yet reasonably complete applications, the book features topics…

Hardback – 2012-06-08

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Customer and Business Analytics

#### Applied Data Mining for Business Decision Making Using R

Customer and Business Analytics: Applied Data Mining for Business Decision Making Using R explains and demonstrates, via the accompanying open-source software, how advanced analytical tools can address various business problems. It also gives insight into some of the challenges faced when deploying…

Paperback – 2012-05-07

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### Event History Analysis with R

With an emphasis on social science applications, Event History Analysis with R presents an introduction to survival and event history analysis using real-life examples. Keeping mathematical details to a minimum, the book covers key topics, including both discrete and continuous time data,…

Hardback – 2012-04-03

CRC Press*Chapman & Hall/CRC The R Series*### Statistical Computing in C++ and R

With the advancement of statistical methodology inextricably linked to the use of computers, new methodological ideas must be translated into usable code and then numerically evaluated relative to competing procedures. In response to this, Statistical Computing in C++ and R concentrates on the…

Hardback – 2011-12-01

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*### R Graphics, Second Edition

Extensively updated to reflect the evolution of statistics and computing, the second edition of the bestselling R Graphics comes complete with new packages and new examples. Paul Murrell, widely known as the leading expert on R graphics, has developed an in-depth resource that helps both neophyte…

Hardback – 2011-06-02

CRC Press*Chapman & Hall/CRC The R Series*### Statistical Computing with R

Computational statistics and statistical computing are two areas that employ computational, graphical, and numerical approaches to solve statistical problems, making the versatile R language an ideal computing environment for these fields. One of the first books on these topics to feature R,…

Hardback – 2007-11-15

Chapman and Hall/CRC*Chapman & Hall/CRC The R Series*