In July 2012, Alan E. Gelfand from Duke University ran Hierarchical Modeling for Environmental Processes workshop at QUT. The slides he presented at the workshop are available below.
- Basics of Bayesian Inference [ download ]
- Univariate Point-Level Modeling [ download ]
- Univariate Areal Data Modeling [ download ]
- Spatial Misalignment [ download ]
- Introduction to MCMC and Bugs [ download ]
- Basics of Point-Referenced Data Models [ download ]
- What is a Point Pattern? [ download ]
- Multivariate Spatial Modeling [ download ]
- Areal Unit Data [ download ]
- Spatial Temporal Models [ download ]
- Analyzing Spatial Directional Data [ download ]
- Fusing Point and Areal Level Space-Time Data with Application to Wet Deposition [ download ]
- Spatial Modeling of Presence-Only Data over Large Regions [ download ]
- Building Statistical Models to Analyze Species Distributions [ download ]
Bayesian Research & Applications Group 