[Lecture] Bayesian Model Selection (Youtube)

(1) Introduction and Examples

http://youtu.be/rW0B8o7JtFk

(2) Bias-variance in model selection

http://youtu.be/W0NLs-A6hhQ

(3) Model complexity parameters

http://youtu.be/cK08YC5aj3U

(4) Bayesian model selection

http://youtu.be/1CFof6hU3cI

(5) Cross-Validation - 1

http://youtu.be/m5StqDv-YlM

(6) Cross-Validation - 2

http://youtu.be/OcJwdF8zBjM

(7) Cross-Validation - 3

http://youtu.be/mvbBycl8BNM

(8) Other model selection approches

http://youtu.be/jkhyJ9R_UTY