StatSim Models

StatSim examples

Deterministic models

• Compound interest calculator
• Monthly payment for a fixed rate mortgage
• Predator-prey model (Lotka-Voltera)

Random variables

• Accumulator
• Pi approximation

Bayesian inference

• Base rate fallacy
• Bayesian A/B testing
• Conversion rate estimation
• First-order autoregressive model (AR1)
• Linear regression
• Messages (from BMFH ch.1)

Working with multiple models

• Pareto distribution from scratch

Bayesian neural networks

• Basic example