A. Bayesian Methodology

1. Reading lists on Bayesian methods: Tom Griffiths'; Tony O'Hagan's, Edward F. Connor's, Heidi's.

2. Other Bayesian websites: Tom Minka's.

B. Gaussian Processes for Machine Learning:

1. Gaussian Processes Sites: Carl Edward Rasmussen's; Mark Gibbs'.

C. Programming:

1. MATLAB: Programming Style Guidelines; Optimization Tips and Tricks; Handling Large Datasets.

2. SAS: Baisic SAS Commands; The Little SAS Book, SAS Manuals.

3. R: Manuals; tgp Package.