{"product_id":"computational-macroeconomics-with-python-alice-schwartz-9798248542710","title":"Computational Macroeconomics with Python: Structural Models, Policy Simulation, and Real-Time Economic Systems","description":"\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003cp\u003eModern macroeconomics is no longer confined to blackboard equations or static comparative analysis. It is computational, model-driven, and increasingly implemented in code. \u003ci\u003eComputational Macroeconomics with Python\u003c\/i\u003e provides a rigorous, implementation-focused guide to building structural macroeconomic models and translating theory into executable systems.\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eInside, readers will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eConstruct and solve dynamic stochastic general equilibrium (DSGE) models\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement representative agent and heterogeneous agent frameworks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCalibrate and estimate structural parameters\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSimulate monetary and fiscal policy interventions\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign policy counterfactuals and welfare comparisons\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild real-time simulation environments for economic systems\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eIntegrate numerical methods including value function iteration, perturbation techniques, and Monte Carlo simulation\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eRather 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.\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eComputational Macroeconomics with Python\u003c\/i\u003e 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alice Schwartz,Hayden Van Der Post\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798248542710\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/15\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 406\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.19lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.83d","brand":"Alice Schwartz","offers":[{"title":"Paperback","offer_id":48520264089855,"sku":"9798248542710","price":37.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_cd07f069-1152-443e-9445-23d59f9dcb1e.jpg?v=1778741712","url":"https:\/\/www.whiterainbookhouse.com\/products\/computational-macroeconomics-with-python-alice-schwartz-9798248542710","provider":"WR Book House","version":"1.0","type":"link"}