Dynamic Programming for Economists (Paperback)

Idioma: inglés

Editorial: Taylor & Francis Ltd, London, 2026

1041303394 / 9781041303398

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Paperback. Dynamic programming is a powerful technique for modeling problems requiring sequential decisions in macroeconomics and finance. The drawback is that its analytic foundations are mathematically demanding, making existing textbooks often too technical for beginners. Moreover, dynamic models most often cannot be solved analytically and, therefore, require the use of numerical methods, whose implementation details can be discouraging.This book is a primer on dynamic programming and related numerical techniques. To assist the reader, the discussion focuses on a specific example: a simple optimal growth model. Once the reader has mastered the most important concepts, these can be easily applied to business cycle models, New Keynesian frameworks, dynamic CAPM, and many other issues.The deterministic growth model is used to introduce dynamic programming in an intuitive way. Technicalities are reduced to a minimum, though not avoided, to provide a solid foundation for the applications (and to stimulate the interested reader toward further readings). After a discussion of cases where a closed-form solution exists, the most commonly used numerical techniques are introduced. The book considers the value function iteration method, detailing the steps needed to build the pertinent numerical routines using Matlab. The policy function iteration method and the endogenous grid approach are also discussed sincewhile similar in spirit to value function iterationthey offer ways to save computing time for some applications. Then, collocation methods are used to obtain a global solution. Again, the reader is guided step-by-step in building the numerical routines. Finally, the book introduces the perturbation method, emphasizing its nature as an approximation of the true solution.Moving in small steps, and with the aim of keeping the presentation as readable as possible, the book then focuses on stochastic versions of the growth model. The numerical techniques introduced for the deterministic version are used to deal with (persistent) productivity shocks. In addition, the book presents a methodthe parameterized expectation approachthat only mildly suffers from the curse of dimensionality. This book is a primer in dynamic programming and related numerical techniques. The reader is introduced to formal concepts by an application to a simple deterministic growth model. The concepts can then be easily adapted to deal with Real Business Cycle, New Keynesian models, dynamic CAPM and many other topics in Macroeconomics and Finance. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de ref. del artículo 9781041303398

Título
Dynamic Programming for Economists (Paperback)
Autor
Gianluca Femminis
Editorial
Taylor & Francis Ltd, London
Año de publicación
2026
Estado
new
Encuadernación
Paperback
Idioma
inglés
ISBN 10
1041303394
ISBN 13
9781041303398

CitiRetail

Stevenage, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 29 de junio de 2022

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