Software

Free software to carry out large-scale Bayesian logistic regression analysis is now available for Windows and Linux at:

http://www.stat.rutgers.edu/~madigan/BBR

• posterior mode estimation for logistic regression
• simultaneous variable selection and shrinkage via Laplace prior
• training and testing modules
• handle 100,000+ predictor variables
• hyperparameter selection via cross-validation