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Contents

PROBE — which code cells actually execute?

Economic Data

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

Foundations

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

Linear Dynamics: Finite Horizons

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

Linear Dynamics: Infinite Horizons

15. Eigenvalues and Eigenvectors
16. Computing Square Roots

Probability and Distributions

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

Nonlinear Dynamics

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

Monetary-Fiscal Policy Interactions

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

Stochastic Dynamics

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

Optimization

Shortest Paths

Modeling in Higher Dimensions

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

Markets and Competitive Equilibrium

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

Estimation

38. Simple Linear Regression Model
39. Maximum Likelihood Estimation

Other

40. Troubleshooting
41. References
42. Execution Statistics

A First Course in Quantitative Economics with Python - WASM

References

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41. References