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Bücher Englische Bücher Wissen & Bildung Sozialwissenschaft, Recht, Wirtschaft Wirtschaft Volkswirtschaft Mastering Heterogeneous Agent Models
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Mastering Heterogeneous Agent Models
Patrick Brock, Christian Schlag (Englisch)
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Beschreibung
This textbook provides a comprehensive and accessible guide to solving heterogeneous agent models in Economics and Finance, building upon representative agent frameworks. Designed for advanced master’s students, Ph.D. candidates, and researchers, it systematically introduces the numerical tools and methods required to solve these models, addressing both idiosyncratic and aggregate risk. The book… is structured in two parts, covering both discrete and continuous time frameworks. Part I focuses on discrete time, introducing foundational concepts such as stochastic optimal control theory and numerical dynamic programming. It covers key computational techniques, including value function iteration, the endogenous gridpoint method, and methods for handling inequality constraints. These tools are then extended to heterogeneous agent models, exploring their mechanics, the law of motion of the agents’ distribution, stationary equilibria, transition dynamics, and aggregate risk. Notable models, such as Huggett (1993), Aiyagari (1994), and Krusell-Smith (1998), are thoroughly examined and solved with step-by-step numerical algorithms and visualizations. Part II transitions to continuous time, enabling the incorporation of more sophisticated stochastic processes. Topics include dynamic programming in continuous time, diffusion and jump diffusion processes, and the numerical methods—such as finite upwind difference schemes—needed to solve these models. With a step-by-step approach, this textbook bridges the gap between representative and heterogeneous agent models, providing clear visualizations, numerical algorithms, and solution techniques. Readers will gain not only the computational skills to implement these models but also the insight to select the appropriate framework for their research objectives. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
02.08.2026
Sprache
Englisch
EAN
9783032315182
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Classroom Companion: Economics
Sonderedition
Nein
Autor
Patrick Brock, Christian Schlag
Einbandart
Gebundene Ausgabe
Buch Untertitel
Numerical Solutions and Applications in Economics and Finance
Schlagwörter
Heterogeneous Agent Models, Endogenous Gridpoint Method, Aggregate Uncertainty, Value Function Iteration, Numerical Dynamic Programming, Krusell-Smith Algorithm, Discrete State Space Methods, Finite Upwind Difference Scheme, Value Function Inequality Constraints, Aiyagari Model Solution, Kuhn Tucker Value Function, Inequality Constraints Dynamic Programming, Representative Agent Models, Stochastic Optimal Control Problems, Discrete Time, Continuous Time
Thema-Inhalt
KCB - Makroökonomie
KFF - Finanzenwesen und Finanzindustrie
KCA - Wirtschaftstheorie und -philosophie
UXJ - Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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