LEARN / DIRECTIONAL STATISTICS
Tutorials
Explore the methods through explanations, code, and worked examples.
IMPLEMENTATIONS
Stan tutorials
Three guides to priors and regression for circular data, implemented in Stan.
01
Priors / Stan IMPLEMENTATION
02Penalized Complexity Priors for Circular Distributions
Construct and calibrate PC priors for von Mises concentration, with circular-uniform and point-mass base models.
Circular response / Stan IMPLEMENTATION
03Circular Distributions for Regression Models
Explore link-adjusted von Mises regression, from fixed effects to temporal structure and wind-direction data.
Circular covariate / Stan IMPLEMENTATION
Joint circular models
Explore regression models with circular covariates and learn how to extend them to joint modelling.