A First Course in Statistical Programming with R
- Textbook
Description
This third edition of Braun and Murdoch's bestselling textbook now includes discussion of the use and design principles of the tidyverse packages in R, including expanded coverage of ggplot2, and R Markdown. The expanded simulation chapter introduces the Box–Muller and Metropolis–Hastings algorithms. New examples and exercises have been added throughout. This is the only introduction you'll need to start programming in R, the computing standard for analyzing data. This book comes with real R code that teaches the standards of…
- Add bookmark
- Cite
- Share
Key features
- Self-contained and accessible to anyone familiar with university-level calculus
- The basics of R syntax, statistical graphics, and the tidyverse are explained with real R code
- Programming ideas, including good, efficient style and debugging, are introduced
- Applications in simulation and optimization as well as numerical linear algebra are discussed
About the book
- DOI https://doi.org/10.1017/9781108993456
- Subjects Computational Statistics, Machine Learning and Information Science,Psychology,Psychology Research Methods and Statistics,Statistics and Probability
- Format: Paperback
- Publication date: 08 July 2021
- ISBN: 9781108995146
- Dimensions (mm): 246 x 189 mm
- Weight: 0.6kg
- Page extent: 280 pages
- Availability: Available
- Format: Digital
- Publication date: 08 November 2021
- ISBN: 9781108993456
Access options
Review the options below to login to check your access.
Personal login
Log in with your Cambridge Higher Education account to check access.
Purchase options
There are no purchase options available for this title.
If you believe you should have access to this content, please contact your institutional librarian or consult our FAQ page for further information about accessing our content.
Related content
AI generated results by Discovery for publishers [opens in a new window]
- ElementGillespie Algorithms for Stochastic Multiagent Dynamics in Populations and Networks
Online publication date: 12 December 2022
- BookQuantitative Methods in Archaeology Using R
Online publication date: 22 July 2017
- BookA First Course in Statistical Programming with R
Online publication date: 05 July 2016