examples

StatSim examples

Some basic StatSim models to demonstrate the main functionality

Deterministic models

• Compound interest calculator
• Monthly payment for a fixed rate mortgage
• Predator-prey model (Lotka-Voltera)
• Logistic map (Chaotic systems)
• World model

Random variables

• Random samples from Cauchy
• Simulation of the Central Limit Theorem
• Synthetic data generation (Friedman-1)
• Accumulator
• Pi approximation

Bayesian inference

• Base rate fallacy
• Speed of light estimation (Newcomb)
• Bayesian A/B testing
• Conversion rate estimation
• First-order autoregressive model (AR1)
• Linear regression
• Messages (from BMFH ch.1)
• Cookies problem
• Tokens problem
• Estimate difference between two distributions (t-test)

Working with multiple models

• Pareto distribution from scratch

SMT problems

• Abbot’s puzzle
• Bananas problem
• Diet problem (cost minimization)
• Timpkin’s problem