Bootcamp resources
R & RStudio
Installation
Books
- Advanced R
- Computational Genomics with R
- R for Data Science (R4DS)
- Fundamentals of Data Visualization
Quick reference:
- Data tidying
- Your labels are too small.. Use cowplot themes to automatically adjust.
R libraries
- The Tidyverse is a collection of libaries implementing a principled approach to data analysis.
- Bioconductor is a collection of libraries focused on biological data analysis.
- ggplot2
- cowplot
- ggthemes
Cheat sheets
The tidyverse cheat sheets are indispensible references.
Quick reference:
Statistics
- Practical Statistics for Data Scientists covers several fundamental concepts with code for both R and Python.
- Modern Statistics for Modern Biology is written by two leading figures in computational biology and contains several examples using Bioconductor.
- Statistics for Biologists is a collection of articles on statistical topic.