Bayesian Methods for Ecological and Environmental Modelling
This page contains an outline of the topics, content, and practical materials for the course.
Session | Day & time | Topic | Who | Materials | Presentations | Practical |
---|---|---|---|---|---|---|
1a | Mon, 1-2 pm | Welcome & Overview of the course | 🖥️ | |||
1b | Mon, 2-5 pm | Bayesian basics | PH | 📖 | 🖥️ | 📋 |
2a | Tue, 9.30-11 am | More Basics | PH | 📖 | 🖥️ | 📋 |
Break | ||||||
2b | Tue, 11.30- 1 pm | MCMC | DC | 📖 | 🖥️ | 📋 |
Lunch | ||||||
3a | Tue, 2-3.30 pm | Linear modelling | PL | 📖 | 🖥️ | 📋 |
Break | ||||||
3b | Tue, 4-5 pm | Linear modelling | PL | 📖 | 🖥️ | 📋 |
4a | Wed, 9.30-11 am | Model selection & comparison | PH | 📖 | 🖥️ | 📋 |
Break | ||||||
4b | Wed, 11.30- 1 pm | Measurement and uncertainty | PL | 📖 | 🖥️ | 📋 |
Lunch | ||||||
5a | Wed, 2-3.30 pm | Hierarchical modelling | LB | 📖 | 🖥️ | 📋 |
Break | ||||||
5b | Wed, 4-5 pm | Hierarchical modelling | LB | 📖 | 🖥️ | 📋 |
6a | Thu, 9.30-11 am | Hierarchical modelling | LB | 📖 | 🖥️ | 📋 |
Break | ||||||
6b | Thu, 11.30- 1 pm | Process-based models | DC | 📖 | 🖥️ | 📋 |
Lunch | ||||||
7a | Thu, 2-3.30 pm | Process-based models | DC | 📖 | 🖥️ | 📋 |
Break | ||||||
7b | Thu, 4-5 pm | Machine learning / Miscellaneous | PL/DC | 📖 | 🖥️ | 📋 |
8a | Fri, 9.30-11 am | Group Discussion | all | 📖 | ||
Break | ||||||
8b | Fri, 11.30- 1 pm | Group Discussion cont. | all |