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Computational Macroeconomics with Python: Structural Models, Policy Simulation, and Real-Time Economic Systems
Paperback
Publisher: Independently Published
Published: Feb 15 2026
Pages: 406
Weight: 1.08
Height: 1.01 Width: 6.00 Depth: 9.00
Language: English
Modern macroeconomics is no longer confined to blackboard equations or static comparative analysis. It is computational, model-driven, and increasingly implemented in code. Computational Macroeconomics with Python provides a rigorous, implementation-focused guide to building structural macroeconomic models and translating theory into executable systems.
This book bridges formal macroeconomic theory and applied computational practice. It walks through the architecture of dynamic macro models and shows how to implement, simulate, and analyze them using Python. Emphasis is placed on structural clarity, reproducibility, and policy relevance.
Inside, readers will learn how to:
Construct and solve dynamic stochastic general equilibrium (DSGE) models
Implement representative agent and heterogeneous agent frameworks
Calibrate and estimate structural parameters
Simulate monetary and fiscal policy interventions
Design policy counterfactuals and welfare comparisons
Build real-time simulation environments for economic systems
Integrate numerical methods including value function iteration, perturbation techniques, and Monte Carlo simulation
Rather than focusing on abstract exposition alone, the book demonstrates how macroeconomic systems are translated into numerical form and evaluated under alternative policy regimes. Each model is presented with conceptual grounding, mathematical structure, and complete Python implementations.
This text is designed for graduate students in economics, quantitative researchers, policy analysts, and finance professionals who require structural macroeconomic modeling in practice. Familiarity with intermediate macroeconomics and basic Python is assumed.
Computational Macroeconomics with Python is a technical guide for economists who want to move beyond theory and construct operational macroeconomic systems capable of simulation, stress testing, and policy evaluation.
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Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
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Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
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Johnson, Simon
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9 Hábitos Japoneses Que Cambiarán Tu Vida / 9 Japanese Habits That Will Change Your Life
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Economics in One Lesson: The Shortest and Surest Way to Understand Basic Economics
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The Mismeasurement of America: How Outdated Government Statistics Mask the Economic Struggle of Everyday Americans
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The Great Global Transformation: The United States, China, and the Remaking of the World Economic Order
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Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
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The Triumph of Economic Freedom: Debunking the Seven Great Myths of American Capitalism
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The World's Worst Bet: How the Globalization Gamble Went Wrong (and What Would Make It Right)
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The World Order - Our Secret Rulers: A Study in the Hegemony of Parasitism
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Small Startup Cities: How to Build a Thriving Startup Ecosystem in a Small City
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Against Tech Oligarchy: Worker Resistance in the World's Most Powerful Industry
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Talking to My Daughter about the Economy: Or, How Capitalism Works--And How It Fails
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The Lords of Easy Money: How the Federal Reserve Broke the American Economy
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Credit to the Nation: Eastern European Jewish Immigrant Bankers and the Shaping of American Finance, 1873-1930
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Hardcover
Two Paths to Prosperity: Culture and Institutions in Europe and China, 1000-2000
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Greif, Avner
Mokyr, Joel
Hardcover
Crack-Up Capitalism: Market Radicals and the Dream of a World Without Democracy
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Bitcoin Is for Everyone: Why Our Financial System Is Broken and Bitcoin Is the Solution
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The Wealth of Nations: The Economics Classic - A Selected Edition for the Contemporary Reader
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Hardcover
The Ascent of Money: A Financial History of the World: 10th Anniversary Edition
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A Century of Plenty: A Story of Progress for Generations to Come
Bradley, Chris
Leung, Nick
Canal, Marc
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Great American Investments: A History of the Bold Initiatives That Shaped a Nation
Ellis, Charles D.
Hardcover
The Idea of America: Reflections on Inequality, Democracy, and the Values We Share
Walker, Darren
Hardcover
Architects of Ruin: How Big Government Liberals Wrecked the Global Economy--And How They Will Do It Again If No One Stops Them
Schweizer, Peter
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The Black Tax: 150 Years of Theft, Exploitation, and Dispossession in America
Kahrl, Andrew W.
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