Pythonomics: Build Economic Models, Simulations, and Analytics Tools with Python
Pythonomics: Build Economic Models, Simulations, and Analytics Tools with Python: Harness the power of Python to master economics, model complexity, and build intelligent analytical tools. by Hayden Van Der Post, Johann Strauss, Alice Schwartz
English | May 5, 2025 | ISBN: N/A | ASIN: B0F7KSRCPB | 974 pages | EPUB | 0.74 Mb
English | May 5, 2025 | ISBN: N/A | ASIN: B0F7KSRCPB | 974 pages | EPUB | 0.74 Mb
Reactive Publishing
Harness the power of Python to master economics, model complexity, and build intelligent analytical tools.
Pythonomics is your hands-on guide to building powerful, real-world economic simulations, financial models, and predictive analytics using Python. Whether you're an economist, data scientist, or programmer, this book bridges the gap between theory and execution—arming you with code-first solutions for macroeconomics, microeconomics, game theory, behavioral economics, and more.
Inside, you'll learn how to:
- Construct dynamic economic models with NumPy and pandas
- Simulate markets, supply chains, and pricing behavior
- Analyze economic data with machine learning and statistical inference
- Build agent-based models and game simulations
- Visualize complex systems with Matplotlib and Plotly
- Apply real-time economic forecasting using Python libraries