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Contents

Economic Data

1. Long-Run Growth
2. Price Level Histories
3. Inflation During French Revolution

Foundations

4. Introduction to Supply and Demand
5. Linear Equations and Matrix Algebra
6. Complex Numbers and Trigonometry
7. Geometric Series for Elementary Economics

Linear Dynamics: Finite Horizons

8. Present Values
9. Consumption Smoothing
10. Tax Smoothing
11. Equalizing Difference Model
12. A Monetarist Theory of Price Levels
13. Monetarist Theory of Price Levels with Adaptive Expectations

Linear Dynamics: Infinite Horizons

14. Eigenvalues and Eigenvectors
15. Computing Square Roots

Probability and Distributions

16. LLN and CLT
17. Monte Carlo and Option Pricing
18. Racial Segregation

Nonlinear Dynamics

19. Dynamics in One Dimension
20. The Solow-Swan Growth Model
21. The Cobweb Model
22. The Overlapping Generations Model

Monetary-Fiscal Policy Interactions

23. Money Financed Government Deficits and Price Levels
24. Some Unpleasant Monetarist Arithmetic
25. Inflation Rate Laffer Curves
26. Laffer Curves with Adaptive Expectations

Stochastic Dynamics

27. AR(1) Processes
28. Markov Chains: Basic Concepts
29. Markov Chains: Irreducibility and Ergodicity
30. Univariate Time Series with Matrix Algebra

Optimization

Shortest Paths

Modeling in Higher Dimensions

32. The Perron-Frobenius Theorem
33. A Lake Model of Employment
34. Networks

Markets and Competitive Equilibrium

35. Supply and Demand with Many Goods
36. Market Equilibrium with Heterogeneity

Estimation

37. Simple Linear Regression Model
38. Maximum Likelihood Estimation

Other

39. Troubleshooting
40. References
41. Execution Statistics

A First Course in Quantitative Economics with Python - WASM

References

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40. References