PARTICLE LEARNING A semester later Hedibert Freitas Lopes February 19 th 2009.
1 MCMC Estimation MCMC = Markov chain Monte Carlo an alternative approach to estimating models.
1 Introduction to MCMC methods, the Gibbs Sampler, and Data Augmentation.
Probabilistic modelling in computational biology Dirk Husmeier Biomathematics & Statistics Scotland.
Network meta-analysis in SAS Danish Society of Biopharmaceutical Statistics, Elsinore, May 27, 2014 David A. Scott MA MSc Senior Director, ICON Health.
MCMC Using Parallel Computation Andrew Beam ST 790 – Advanced Bayesian Inference 02/21/2013.
G. Cowan Lectures on Statistical Data Analysis Lecture 2 page 1 Lecture 2 1 Probability Definition, Bayes’ theorem, probability densities and their properties,
Classification for High Dimensional Problems Using Bayesian Neural Networks and Dirichlet Diffusion Trees Radford M. Neal and Jianguo Zhang the winners.
