ABS11 - 2011 Applied Bayesian Statistics School

HIERARCHICAL MODELING FOR ENVIRONMENTAL PROCESSES

EURAC, Bolzano/Bozen, Italy

June, 20-24, 2011

READING


There is no required course text but we recommend the books

  • Andrew Gelman, John B. Carlin, Hal S. Stern and Donald B. Rubin, Bayesian Data Analysis, 2nd Ed., Chapman & Hall/CRC, 2004, as background reading (for participants not familiar with Bayesian statistics) before the course.
  • Sudipto Banerjee, Brad P. Carlin and Alan E. Gelfand, Hierarchical Modeling and Analysis for Spatial Data, Chapman & Hall/CRC, 2004, as it provides foundational material for the course.