{"product_id":"applied-macroeconomic-simulation-with-python-dsge-modeling-agent-based-systems-and-policy-stress-testing-9798196177187","title":"Applied Macroeconomic Simulation with Python: DSGE Modeling, Agent-Based Systems, and Policy Stress Testing","description":"\u003cp\u003e • Author(s): Alice Schwartz | Oliver J. Thatch\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Economics - Macroeconomics\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eApplied Macroeconomic Simulation with Python\u003c\/b\u003e is a practical guide to building, testing, and interpreting computational macroeconomic models using Python. Designed for advanced students, economists, analysts, researchers, and technically minded finance professionals, this book focuses on the modeling tools used to study economic systems, policy shocks, market dynamics, and structural uncertainty.\u003c\/p\u003e\u003cp\u003eThe book introduces core approaches to macroeconomic simulation, including DSGE modeling, agent-based systems, numerical methods, calibration, sensitivity analysis, and policy stress testing. Readers will learn how computational models can be used to examine inflation, output, employment, monetary policy, fiscal policy, financial instability, and broader economic interactions.\u003c\/p\u003e\u003cp\u003eRather than treating macroeconomics as a purely theoretical discipline, this book emphasizes implementation. It shows how Python can be used to construct models, run simulations, analyze outcomes, and compare different policy scenarios. Topics are presented with a focus on clarity, reproducibility, and practical application.\u003c\/p\u003e\u003cp\u003eInside, readers will explore: \u003c\/p\u003e\u003cp\u003eDSGE model structure and simulation logic\u003cbr\u003eAgent-based approaches to heterogeneous economic behavior\u003cbr\u003ePolicy stress testing and scenario design\u003cbr\u003eCalibration, shocks, and sensitivity analysis\u003cbr\u003eNumerical tools for solving and simulating macroeconomic systems\u003cbr\u003ePython workflows for economic modeling and interpretation\u003c\/p\u003e\u003cp\u003eThis book is suitable for readers who already have a basic understanding of economics, statistics, and Python, and who want to move into more advanced computational macroeconomic analysis. It is not a shortcut or a promise of forecasting certainty. Instead, it provides a structured foundation for building models, testing assumptions, and studying how complex economies respond to changing conditions.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47892868825239,"sku":"9798196177187","price":3082.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798196177187.webp?v=1781189555","url":"https:\/\/atlanticbooks.com\/products\/applied-macroeconomic-simulation-with-python-dsge-modeling-agent-based-systems-and-policy-stress-testing-9798196177187","provider":"Atlantic Books","version":"1.0","type":"link"}