Matt Taddy
Matt Taddy

 

Software

Add-on packages for R:

textir - Inverse Regression for Analysis of Sentiment in Text
Inference for text documents and the associated sentiment characteristics. Includes fast sparse multinomial inverse regression for phrase counts, as well as partial least squares and related tools.

dynaTree - Dynamic Regression Trees (with R.B. Gramacy).
Sequential inference for dynamic treed regression and classification; constant, linear, and multinomial leaf models are implemented with demos including optimization, active learning, and classification.

Bmix - Sampling for (dynamic) stick-breaking mixtures.
Basic implementation for almost anything I've done with npBayes, including particle learning and Gibbs sampling for static DP mixtures, particle learning for dynamic BAR stick-breaking, and DP regression.

tgp - Treed Gaussian processes (with R.B. Gramacy).
Bayesian partition tree regression for constant, linear, or GP leaves; with sensitivity analysis, sequential design, optimization, and more.



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