BUGSModelLibrary is a prototype PKPD model library for use with WinBUGS 1.4.3. The current version includes: * Specific linear compartmental models: * One compartment model with first order absorption * Two compartment model with elimination from and first order absorption into central c...

bugsParallel is a set of R functions for distributed computing with WinBUGS. BugsParallel: * Has been successfully installed on MS Windows and Mac OS X platforms. * Is a modified subset of the R2WinBUGS package. * Uses the R package Rmpi to implement a network of Windows workstations. ...

Documentation for BXR will be forthcoming shortly. The BXR project supersedes the project bbrbmr, which will no longer be supported. keywords: BBR, BMR, BXR, BBRtrain, BBRclassify, BMRtrain, BMRclassify, BXRtrain, BXRclassify

Bellwether is a tool developed in C++ by the Woolf Lab Group at the University of Michigan for Bayesian identification of small predictive sets of variables in high-dimensional data. The tool was originally developed for applications in bioinformatics but can in principle be applied to data from oth...

Intelligent Data Analysis and Probabilistic Inference Coursework A practical implementation in Java of some of the methods described for obtaining Bayesian Networks from data, as outlined on the Intelligent Data Analysis and Probabilistic Inference course at Imperial College London.

A compiler for BLOG - Bayesian Logic. This compiler can convert BLOG models and query variables directly to C code. The generated C code uses MCMC inference (Gibbs sampling if possible) to generate the answer.

Basic statistics and inference for MDPs, algorithms for reinforcement learning.

Bayesian Instrumental Variables model project 2009

HPC project

=PyMC= Bayesian estimation, particularly using Markov chain Monte Carlo (MCMC), is an increasingly relevant approach to statistical estimation. However, few statistical software packages implement MCMC samplers, and they are non-trivial to code by hand. PyMC is a python module that implements the...