The problem | Two key tricks: unlooped families and vint terms | The flocker_data format for a single-season model | A note on performance | Even fancier families | The multi-season format | The data augmented format

Terms and definitions | Installation and feedback | Data simulation | Data formatting | Model fitting | The single-season rep-varying model | The single-season rep-constant model | Multi-season models | Data-augmented multi-species models | Post-processing | brms-native post-processing | Fitted values | The posterior occupancy state | Posterior prediction | Model comparison | brms tips and tricks | Priors | Model formulas | Random effects | Nonlinear models | Phylogenetic models | Spatial and autoregressive structures | Measurement error in covariates | Additional fitting arguments

Parametric nonlinear predictor | Spatially varying coefficients via a Gaussian process

Multiseason models as HMMs | Emission probabilities | Colonization and extinction | Initial occupancy | Examples