Examples#
- Comparison of two means (T-test)
- Multiple linear regression
- Regression splines (Cherry blossom example)
- Hierarchical Linear Regression (Pigs dataset)
- Hierarchical Linear Regression (Sleepstudy example)
- Hierarchical Linear Regression (Radon Contamination dataset)
- Bayesian Workflow (Strack RRR Analysis Replication)
- Bayesian Workflow (Police Officer’s Dilemma)
- Robust Linear Regression
- Logistic Regression (Vote intention with ANES data)
- Logistic Regression and Model Comparison with Bambi and ArviZ
- Hierarchical Logistic regression with Binomial family
- Regression for Binary responses: Alternative link functions
- Wald and Gamma Regression (Australian insurance claims 2004-2005)
- Negative Binomial Regression (Students absence example)
- Beta Regression
- Categorical Regression
- Circular Regression
- Quantile Regression
- Distributional models
- Gaussian Processes
- Gaussian Processes in 2D
- Plot Conditional Adjusted Predictions
- Plot Comparisons
- Plot Slopes