We learn R from scratch.
- An Introduction to R
Jones, Owen, Robert Maillardet, and Andrew Robinson. Introduction to scientific programming and simulation using R. CRC Press, 2014.
- Data manipulation
- Loops and Functions | R Code
- Distributions and Random Numbers | R Code
- R Graphics | R Code
- Optimization | Matrix Derivatives | R Code
- Sampling From Unknown Distributions | R Code
- Bayesian Posterior Sampling | Introduction to Bayesian Linear Models (in Bayesian data analysis [third ed] by Gelman et al) | R Code
- Data Import and Export | R Code
- Computational Linear Algebra | R Code
- Debugging and Profiling | R Code
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