Resources:
Numerical Integration
Class notes on numerical integration.
Basic Concepts for Initial Value Problems
Class notes on numerical solution of ODEs.
Bulirisch Stoer Method
A method based on Richardson extrapolation for smooth functions
Markov Chain Monte Carlo
An introduction to MCMC biased towards materials applications