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R for Reproducible Scientific Analysis
R for Reproducible Scientific Analysis
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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. Splitting and Combining Data Frames with plyr
13. Data Frame Manipulation with dplyr
14. Data Frame Manipulation with tidyr
15. Producing Reports With knitr
16. Writing Good Software
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