Matt Taddy

Bmix

This is a bare-bones implementation of sampling algorithms
for a variety of Bayesian stick-breaking ...

Estimation for a multinomial logistic regression factorized into independent  Poisson log regression...

Inference by sequential Monte Carlo for
dynamic tree regression and classification models
with hooks...

The gamma lasso algorithm provides regularization paths corresponding to a range of non-convex cost ...

Posterior maximization for topic models (LDA) in text analysis,
as described in Taddy (2012) `on est...

Multinomial [inverse] regression inference for text documents and associated attributes. Provides fa...

Bayesian nonstationary, semiparametric nonlinear regression<U+000a>and design by treed Gaussian proc...