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R for Reproducible Scientific Analysis
R for Reproducible Scientific Analysis
Key Points
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R for Reproducible Scientific Analysis
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EPISODES
Summary and Setup
1. Introduction to R and RStudio
2. Project Management With RStudio
3. Seeking Help
4. Data Structures
5. Exploring Data Frames
6. Subsetting Data
7. Control Flow
8. Creating Publication-Quality Graphics with ggplot2
9. Vectorization
10. Functions Explained
11. Writing Data
12. Data Frame Manipulation with dplyr
13. Data Frame Manipulation with tidyr
14. Producing Reports With knitr
15. Writing Good Software
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