Workshop on Spatio Temporal Modelling
- Date: Jun 25 - Jun 27, 2024
- Location: Public University of Navarra, Aulario building, room A-316
The Workshop will consist of a
Course on Geostatistics
Title: An introduction to Bayesian spatial regression.
Lecturer: Alexandra M. Schmidt, Professor of Biostatistics, Department of Epidemiology, Biostatistics and Occupational Health, McGill University.
Workshop on Areal Data
Title: Bayesian scalable models to analyze high-dimensional areal data using the bigDM library.
Lecturer: Aritz Adin, Public University of Navarre, Pamplona (Spain).
Seminar on Point Processes
Title: Statistical models for the analysis, prediction and monitoring of space-time data. Applications to infectious diseases and crime.
Lecturer: Jorge Mateu, University Jaume I of Castellon, Castellon (Spain).
Workshop on Areal data
| Bayesian scalable models to analyze high-dimensional areal data using the bigDM library (slides) |
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| Section 1: Installing bigDM package (Section1.qmd) |
| Section 2: Spatial models for high-dimensional areal data (Section2.qmd) |
| Section 3: Multivariate spatial models for high-dimensional areal data (Section3.qmd) |
| Section 4: Spatio-temporal models for high-dimensional areal data (Section4.qmd) |