Book contents
- Frontmatter
- Dedication
- Contents
- Figures
- Preface
- 1 Learning from Data, and Tools for the Task
- 2 Generalizing from Models
- 3 Multiple Linear Regression
- 4 Exploiting the Linear Model Framework
- 5 Generalized Linear Models, and Survival Analysis
- 6 Time Series Models
- 7 Multilevel Models, and Repeated Measures
- 8 Tree-Based Classification and Regression
- 9 Multivariate Data Exploration and Discrimination
- Appendix A The R System: a Brief Overview
- References
- References to R Packages
- Index of R Functions
- Index of Terms
Figures
Published online by Cambridge University Press: 11 May 2024
Book contents
- Frontmatter
- Dedication
- Contents
- Figures
- Preface
- 1 Learning from Data, and Tools for the Task
- 2 Generalizing from Models
- 3 Multiple Linear Regression
- 4 Exploiting the Linear Model Framework
- 5 Generalized Linear Models, and Survival Analysis
- 6 Time Series Models
- 7 Multilevel Models, and Repeated Measures
- 8 Tree-Based Classification and Regression
- 9 Multivariate Data Exploration and Discrimination
- Appendix A The R System: a Brief Overview
- References
- References to R Packages
- Index of R Functions
- Index of Terms
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- A Practical Guide to Data Analysis Using RAn Example-Based Approach, pp. xi - xviPublisher: Cambridge University PressPrint publication year: 2024