We're going to cover hidden markov models tonight.  Here are some notes on hmm.  hmmNotes

This page has links to the material Ralph Santos prepared for us.  Thanks again to Ralph. 

gibbsSamplerNotes 

Here's some R-code examples that exercise two packages in R - hiddenmarkov and HMM. 

hiddenMarkov.R

hmmNotes