Monte Carlo methods
Some slides.
Matlab examples (described in more detail in the above slides):
- Uniform sampling, importance sampling, and parallel importance sampling plots.
- Metropolis-Hastings MCMC sampler demo.
- A more complicated MCMC example: track the tip of a twirling baton. This version doesn't always work, but I may in the future update it with one that works more often.