Bayesian Algorithms

Here are some Bayesian algorithms I use often.  These may or may not include code.

-t-distribution (Normal Inverse Chi-Squared represenation)

-multinomial logit and probit models with data augmentation

-lasso?

-hidden markov models

-Gaussian processes

-Regression