Stochastic Economic Dynamics
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Economic Dynamics Second Edition
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Author : John Stachurski
language : en
Publisher: MIT Press
Release Date : 2022-08-16
Economic Dynamics Second Edition written by John Stachurski and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-16 with Business & Economics categories.
The second edition of a rigorous and example-driven introduction to topics in economic dynamics that emphasizes techniques for modeling dynamic systems. This text provides an introduction to the modern theory of economic dynamics, with emphasis on mathematical and computational techniques for modeling dynamic systems. Written to be both rigorous and engaging, the book shows how sound understanding of the underlying theory leads to effective algorithms for solving real-world problems. The material makes extensive use of programming examples to illustrate ideas, bringing to life the abstract concepts in the text. Key topics include algorithms and scientific computing, simulation, Markov models, and dynamic programming. Part I introduces fundamentals and part II covers more advanced material. This second edition has been thoroughly updated, drawing on recent research in the field. New for the second edition: “Programming-language agnostic” presentation using pseudocode. New chapter 1 covering conceptual issues concerning Markov chains such as ergodicity and stability. New focus in chapter 2 on algorithms and techniques for program design and high-performance computing. New focus on household problems rather than optimal growth in material on dynamic programming. Solutions to many exercises, code, and other resources available on a supplementary website.
Stochastic Economic Dynamics
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Author : Bjarne S. Jensen
language : en
Publisher: Copenhagen Business School Press DK
Release Date : 2007
Stochastic Economic Dynamics written by Bjarne S. Jensen and has been published by Copenhagen Business School Press DK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Business & Economics categories.
This book analyses stochastic dynamic systems across a broad spectrum in economics and finance. The major unifying theme is the coherent and rigorous treatment of uncertainty and its implications for describing stochastic processes by the stochastic differential equations of the fundamental models in various fields. Pertinent subjects are interrelated, juxtaposed, and examined for consistency in theoretical and empirical contexts. The volume consists of three parts: Developments in Stochastic Dynamics; Stochastic Dynamics in Basic Economic Growth Models; Intertemporal Optimisation in Consumption, Finance, and Growth. Key topics include: fractional Brownian motion in finance; moment evolution of Gaussian and geometric Wiener diffusions; stochastic kinematics and stochastic mechanics; stochastic growth in continuous time; time delays and Hopf bifurcation; consumption and investment strategies; differential systems in finance and life insurance; uncertainty of technological innovations; investment and employment cycles; stochastic control theory; and risk aversion. The works collected in this book serves to bridge the "old" deterministic dynamics and the "new" stochastic dynamics. The collection is important for scholars and advanced graduate students of economics, statistics, and applied mathematics.
Dynamic And Stochastic Efficiency Analysis
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Author : Jatikumar Sengupta
language : en
Publisher: World Scientific
Release Date : 2000
Dynamic And Stochastic Efficiency Analysis written by Jatikumar Sengupta and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Business & Economics categories.
This book extends the dynamic and stochastic analysis of economic efficiency by using the recent techniques of data envelopment analysis.New results and applications of these techniques in numerous areas of economics, finance and management are provided, including treatment of private sector industries, portfolio models in finance, quality control techniques in managerial performance, the role of market competition, policy applications in investment models in finance, risk aversion and efficiency, and technology and innovation.The most up-to-date tools of efficiency analysis developed here will be valuable for students and researchers in operations research, applied management science and applied microeconomics.
Stochastic Models Of Control And Economic Dynamics
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Author : Vadim Iosifovich Arkin
language : en
Publisher: London : Academic Press
Release Date : 1987
Stochastic Models Of Control And Economic Dynamics written by Vadim Iosifovich Arkin and has been published by London : Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Business & Economics categories.
This book is devoted to a specific problem in the general theory of automatic control -- sequential control under conditions of incomplete information. The main results concern the case in which at each moment of (continuous) time only a finite number of controls are admissible and the results of control action are represented by realizations of random variables whose distributions at a given control correspond to one of several alternative hypotheses. The analysis is conducted in a Bayesian framework.
Stochastic Dynamic Macroeconomics
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Author : Gang Gong
language : en
Publisher: Oxford University Press
Release Date : 2006-01-19
Stochastic Dynamic Macroeconomics written by Gang Gong and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-19 with Business & Economics categories.
This is a book on stochastic dynamic macroeconomics from a Keynesian perspective. It shows that including Keynesian features in intertemporal models considerably contributes to resolve major puzzles arising in the context of the Dynamic General Equilibrium (DGE) model. It also demonstrates that including microeconomic intertemporal behavior of economic agents in macroeconomics is not inconsistent with Keynesian economics.
Recursive Methods In Economic Dynamics
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Author : Nancy L. Stokey
language : en
Publisher: Harvard University Press
Release Date : 1989-10-10
Recursive Methods In Economic Dynamics written by Nancy L. Stokey and has been published by Harvard University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-10-10 with Business & Economics categories.
This rigorous but brilliantly lucid book presents a self-contained treatment of modern economic dynamics. Stokey, Lucas, and Prescott develop the basic methods of recursive analysis and illustrate the many areas where they can usefully be applied.
Elements Of Stochastic Dynamics
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Author : Guo-qiang Cai
language : en
Publisher: World Scientific Publishing Company
Release Date : 2016-08-11
Elements Of Stochastic Dynamics written by Guo-qiang Cai and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-11 with Technology & Engineering categories.
Stochastic dynamics has been a subject of interest since the early 20th Century. Since then, much progress has been made in this field of study, and many modern applications for it have been found in fields such as physics, chemistry, biology, ecology, economy, finance, and many branches of engineering including Mechanical, Ocean, Civil, Bio, and Earthquake Engineering.Elements of Stochastic Dynamics aims to meet the growing need to understand and master the subject by introducing fundamentals to researchers who want to explore stochastic dynamics in their fields and serving as a textbook for graduate students in various areas involving stochastic uncertainties. All topics within are presented from an application approach, and may thus be more appealing to users without a background in pure Mathematics. The book describes the basic concepts and theories of random variables and stochastic processes in detail; provides various solution procedures for systems subjected to stochastic excitations; introduces stochastic stability and bifurcation; and explores failures of stochastic systems. The book also incorporates some latest research results in modeling stochastic processes; in reducing the system degrees of freedom; and in solving nonlinear problems. The book also provides numerical simulation procedures of widely-used random variables and stochastic processes.A large number of exercise problems are included in the book to aid the understanding of the concepts and theories, and may be used for as course homework.
Stochastic Dynamics In Computational Biology
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Author : Stefanie Winkelmann
language : en
Publisher: Springer Nature
Release Date : 2021-01-04
Stochastic Dynamics In Computational Biology written by Stefanie Winkelmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-04 with Mathematics categories.
The aim of this book is to provide a well-structured and coherent overview of existing mathematical modeling approaches for biochemical reaction systems, investigating relations between both the conventional models and several types of deterministic-stochastic hybrid model recombinations. Another main objective is to illustrate and compare diverse numerical simulation schemes and their computational effort. Unlike related works, this book presents a broad scope in its applications, from offering a detailed introduction to hybrid approaches for the case of multiple population scales to discussing the setting of time-scale separation resulting from widely varying firing rates of reaction channels. Additionally, it also addresses modeling approaches for non well-mixed reaction-diffusion dynamics, including deterministic and stochastic PDEs and spatiotemporal master equations. Finally, by translating and incorporating complex theory to a level accessible to non-mathematicians, this book effectively bridges the gap between mathematical research in computational biology and its practical use in biological, biochemical, and biomedical systems.
Economic Dynamics Modeling And Applications
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-20
Economic Dynamics Modeling And Applications written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-20 with Business & Economics categories.
In the ever-changing world of economics, dynamics holds the key to understanding the intricacies of markets, industries, and economies. This book delves into the dynamic forces that shape economic systems, providing readers with a comprehensive exploration of how economies evolve over time and respond to shocks and changes. With a focus on clarity and rigor, this book introduces the fundamental concepts and tools of dynamic analysis, including dynamic programming, stability theory, and stochastic processes. These tools serve as the building blocks for constructing dynamic models that capture the essence of economic phenomena. The book then embarks on a journey through a wide range of economic applications, showcasing the power of dynamic analysis in addressing real-world economic issues. Readers will explore how dynamic models can be used to analyze economic growth and development, business cycles, monetary and fiscal policy, financial markets, industrial organization, international trade, and many other areas. This book is designed to be accessible to a broad audience, including students, researchers, policymakers, and anyone with an interest in understanding the dynamic forces that shape our economic world. With its clear exposition and emphasis on economic intuition, the book provides a solid foundation for those seeking to delve deeper into the subject of economic dynamics. Throughout the book, readers will find a wealth of insights into the dynamic behavior of economic systems. They will learn how to analyze the causes and consequences of economic fluctuations, evaluate the effectiveness of economic policies, and gain a deeper understanding of the long-term prospects for economic growth and development. This book is an essential resource for anyone seeking to understand the complexities of dynamic economic systems. It provides the analytical tools and insights necessary to navigate the ever-changing economic landscape and to contribute to the ongoing exploration of this fascinating field. If you like this book, write a review!
Economic Dynamics
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Author : Giancarlo Gandolfo
language : en
Publisher: Springer Science & Business Media
Release Date : 1997
Economic Dynamics written by Giancarlo Gandolfo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Business & Economics categories.
Treating the mathematical methods used in the economic dynamics, this book shows how they are utilised to build and analyse dynamical models. Accordingly, the focus is on the methods, and every new mathematical technique introduced is followed by its application to select economic models. The mathematical methods coveredc range from elementary linear difference and differential equations and simultaneous systems to the qualitative analysis of non-linear dynamical systems. Stability considerations are stressed throughout, including many advanced topics. Bifurcation and chaos theory are also dealt with. The reader is guided through a step-by-step analysis of each topic, be it a mathematical method or an economic model. The Study Edition also provides the reader with solutions to the numerous exercises.