Introduction | STAR Model Overview | The Rounding Operator | The Transformation Function | Count-Valued Data: The Roaches Dataset | Frequentist inference for STAR models | The STAR Linear Model | STAR Machine Learning Models | Bayesian inference for STAR models | Bayesian STAR Linear Model | BART STAR | Other Bayesian Models | Count Time Series Modeling: warpDLM | References