Exploratory Data Analysis With R by Peng, Roger D. -- Read -- Imperial Library of Trantor

Index

Title Page Table of Contents 1. Stay in Touch! 2. Preface 3. Getting Started with R 4. Managing Data Frames with the dplyr package 5. Exploratory Data Analysis Checklist 6. Principles of Analytic Graphics 7. Exploratory Graphs 8. Plotting Systems 9. Graphics Devices 10. The Base Plotting System 11. Plotting and Color in R 12. Hierarchical Clustering 13. K-Means Clustering 14. Dimension Reduction 15. The ggplot2 Plotting System: Part 1 16. The ggplot2 Plotting System: Part 2 17. Data Analysis Case Study: Changes in Fine Particle Air Pollution in the U.S. 18. About the Author

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