├── .Rhistory ├── .gitignore ├── LICENSE ├── README.md ├── bayesTWS2024.Rproj ├── code ├── 2a-intro-to-brms.R ├── 2b-intro-to-nimble.R ├── 3a-linear-model-brms.R ├── 3b-linear-model-nimble.R ├── 4a-poisson-glm-brms.R ├── 4b-poisson-glm-nimble.R ├── 4c-binomial-glm-brms.R ├── 4d-binomial-glm-nimble.R ├── 5a-lmm-brms.R ├── 5b-lmm-nimble.R ├── 5c-glmm-brms.R ├── 5d-glmm-nimble.R ├── 7-spatial-GLMMs.R ├── 8-occupancy-models.R └── 9-N-mixture-models.R ├── compile ├── data ├── amphibian-data.rda ├── bird-elev-data.rda ├── eastern-hemlock-data.rda ├── europeanGoldfinchSwiss.rda ├── fia-mass-data.rda ├── little-owl-data.rda └── switzerlandPredData.rda ├── index.Rmd ├── index.html └── lectures ├── 1-frequentist-vs-bayes.pdf ├── 2-bayesian-basics.pdf ├── 3-linear-models.pdf ├── 4-generalized-linear-models.pdf ├── 5-hierarchical-bayesian-models.pdf ├── 6-closing-thoughts.pdf ├── 7-hierarchical-spatial-models.pdf └── 8-occupancy-models.pdf /.Rhistory: 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