Stat 534 - Notes, emphasizing equations
- Week 1 - likelihood and species composition analysis
- Week 2 - randomization and residuals
- Week 3 - Tweedie distributions and intro to Mark-Recapture
- Week 4 - Multinomial model for 2 capture occasions (end of week 3 notes)
- Week 4 - Profile likelihood, more than 2 capture occasions: model M0
- Week 5 - Models Mt and Mb, model selection, model averaging
- Week 5, part 2 - Models Mtb and Mh, parameter redundancy
- Video covering heterogeneity, ca. 35 min.
- Week 6 - Open population models, part 1: Jolly-Seber
- Video covering start of open population models. ca. 35 min.
- CJS likelihood and m-arrays, ca 25 min.
- Week 7 - Open population models, part 2
- Week 8 - Open population model extensions, part 1
- Week 8b - Open population model extensions, part 2
- Week 9 - Population models
- Week 10 - part 1 (= part 9b)
- Week 10 - part 2 Population models: stage-based model, integral projection models
- Introduction to hierarchical models
- Hierarchical models, part 2
- Overview diagram of hierarchical models
- Week 15 - resource selection