Computational Modeling of Economic Dynamics

Theory and Applications
Erscheinungsjahr 2027
ISBN: 978-3-032-34480-9
Verlag: Springer

Buch, Englisch, 519 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Lecture Notes in Economics and Mathematical Systems

This textbook provides a comprehensive introduction to computational methods for analyzing dynamic economic systems, bridging the gap between theory and real-world applications.

The book covers a wide range of topics in both microeconomic and macroeconomic dynamics, offering clear explanations of complex concepts through practical examples and case studies. It introduces fundamental tools like differential equations and applies them to key models, including the Solow-Swan and Ramsey growth models, Walrasian tâtonnement, as well as dynamic labor market and epidemic models. Readers will gain hands-on experience using popular tools such as R and Python, with step-by-step instructions for building, simulating, and visualizing economic models.

The text stands out for its practical approach, equipping readers with the computational skills necessary to model real-world economic processes. By integrating theoretical insights with applied exercises, the book ensures that readers not only understand the underlying economic dynamics but also know how to implement and interpret these models.

This book will be a key resource for both undergraduate and graduate students, as well as professionals seeking to apply computational methods to economic analysis. It is an indispensable guide for anyone aiming to deepen their understanding of dynamic economic modeling in both academic and professional contexts.

Zielgruppe

Graduate

Autoren/Hrsg.

Naskrecka, Monika

Sobczak-Marcinkowska, Karolina

Fachgebiete

• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftstheorie, Wirtschaftsphilosophie
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Mikroökonomie
• Wirtschaftswissenschaften Wirtschaftswissenschaften Wirtschaftswissenschaften: Allgemeines
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Makroökonomie
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

Chapter 1. Introduction to Differential Equations and Dynamical Systems.- Chapter 2. Approximating Continuous Dynamical Systems with Discrete Systems.- Chapter 3. Modeling and Visualization of Differential Equations in R.- Chapter 4. Modeling and Visualization of Differential Equations using Python.- Chapter 5. Modeling Walrasian Tâtonnement Processes.- Chapter 6. Solow-Swan Growth Model.- Chapter 7. Ramsey Growth Model.- Chapter 8. Other Economic Growth Models.- Chapter 9. Examples of Ecological Economics Models.- Chapter 10. Dynamic Aggregate Demand–Supply Model.- Chapter 11. Dynamic Model of Labor Market.- Chapter 12. Epidemic Models and Their Applications in Economics.

Über Autor(innen)

Monika Naskrecka holds a Ph.D. in Economics from the Poznan University of Economics and Business, Poland. She specializes in dynamic economic models and data analysis. With extensive experience leading research projects and publishing on equilibrium and stability in competitive economies, she brings expertise in mathematical modeling and econometric analysis to her work in economic dynamics.

Karolina Sobczak-Marcinkowska holds a Ph.D. in Economics from University Rennes 1, France, and the Poznan University of Economics and Business, Poland. Her areas of expertise include mathematical economics, economic dynamics, growth theory, microeconomics, and macroeconomics. She is the co-author of several academic textbooks in economics, and her work combines analytical and computational approaches to economic modeling.