Lecture Notes

Lecture notes files.

LEC #	TOPICS
1	Quantifying Uncertainty Introduction (PDF)
2	In A Linear World (PDF)
3	Ensemble Filter Smoother (PDF)
4	Exponential Family (PDF)
5	Expectation Maximization and Model Selection (PDF)
6	Markov Chain Monte Carlo (PDF)
7	Hierarchical Bayesian Models (PDF)
8	Particle Filter (PDF)
9	Graphical Models (PDF)