Computational Economics

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Applied Computational Economics and Finance

Mario J. Miranda,Paul L. Fackler
Applied Computational Economics and Finance Book PDF

Author : Mario J. Miranda,Paul L. Fackler
Publisher : MIT Press
Page : 529 pages
File Size : 45,5 Mb
Release : 2004-08-20
Category : Business & Economics
ISBN : 9780262291750

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Applied Computational Economics and Finance by Mario J. Miranda,Paul L. Fackler Pdf

This book presents a variety of computational methods used to solve dynamic problems in economics and finance. It emphasizes practical numerical methods rather than mathematical proofs and focuses on techniques that apply directly to economic analyses. The examples are drawn from a wide range of subspecialties of economics and finance, with particular emphasis on problems in agricultural and resource economics, macroeconomics, and finance. The book also provides an extensive Web-site library of computer utilities and demonstration programs. The book is divided into two parts. The first part develops basic numerical methods, including linear and nonlinear equation methods, complementarity methods, finite-dimensional optimization, numerical integration and differentiation, and function approximation. The second part presents methods for solving dynamic stochastic models in economics and finance, including dynamic programming, rational expectations, and arbitrage pricing models in discrete and continuous time. The book uses MATLAB to illustrate the algorithms and includes a utilities toolbox to help readers develop their own computational economics applications.

Computational Economics

David A. Kendrick,P. Ruben Mercado,Hans M. Amman
Computational Economics Book PDF

Author : David A. Kendrick,P. Ruben Mercado,Hans M. Amman
Publisher : Princeton University Press
Page : 449 pages
File Size : 54,5 Mb
Release : 2011-10-23
Category : Business & Economics
ISBN : 9781400841349

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Computational Economics by David A. Kendrick,P. Ruben Mercado,Hans M. Amman Pdf

The ability to conceptualize an economic problem verbally, to formulate it as a mathematical model, and then represent the mathematics in software so that the model can be solved on a computer is a crucial skill for economists. Computational Economics contains well-known models--and some brand-new ones--designed to help students move from verbal to mathematical to computational representations in economic modeling. The authors' focus, however, is not just on solving the models, but also on developing the ability to modify them to reflect one's interest and point of view. The result is a book that enables students to be creative in developing models that are relevant to the economic problems of their times. Unlike other computational economics textbooks, this book is organized around economic topics, among them macroeconomics, microeconomics, and finance. The authors employ various software systems--including MATLAB, Mathematica, GAMS, the nonlinear programming solver in Excel, and the database systems in Access--to enable students to use the most advantageous system. The book progresses from relatively simple models to more complex ones, and includes appendices on the ins and outs of running each program. The book is intended for use by advanced undergraduates and professional economists and even, as a first exposure to computational economics, by graduate students. Organized by economic topics Progresses from simple to more complex models Includes instructions on numerous software systems Encourages customization and creativity

Computational Economics

Oscar Afonso,Paulo B. Vasconcelos
Computational Economics Book PDF

Author : Oscar Afonso,Paulo B. Vasconcelos
Publisher : Routledge
Page : 266 pages
File Size : 42,8 Mb
Release : 2015-08-27
Category : Business & Economics
ISBN : 9781317508656

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Computational Economics by Oscar Afonso,Paulo B. Vasconcelos Pdf

Computational Economics: A concise introduction is a comprehensive textbook designed to help students move from the traditional and comparative static analysis of economic models, to a modern and dynamic computational study. The ability to equate an economic problem, to formulate it into a mathematical model and to solve it computationally is becoming a crucial and distinctive competence for most economists. This vital textbook is organized around static and dynamic models, covering both macro and microeconomic topics, exploring the numerical techniques required to solve those models. A key aim of the book is to enable students to develop the ability to modify the models themselves so that, using the MATLAB/Octave codes provided on the book and on the website, students can demonstrate a complete understanding of computational methods. This textbook is innovative, easy to read and highly focused, providing students of economics with the skills needed to understand the essentials of using numerical methods to solve economic problems. It also provides more technical readers with an easy way to cope with economics through modelling and simulation. Later in the book, more elaborate economic models and advanced numerical methods are introduced which will prove valuable to those in more advanced study. This book is ideal for all students of economics, mathematics, computer science and engineering taking classes on Computational or Numerical Economics.

Handbook of Computational Economics

Karl Schmedders,Kenneth L. Judd
Handbook of Computational Economics Book PDF

Author : Karl Schmedders,Kenneth L. Judd
Publisher : Newnes
Page : 680 pages
File Size : 50,7 Mb
Release : 2013-12-31
Category : Business & Economics
ISBN : 9780080931784

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Handbook of Computational Economics by Karl Schmedders,Kenneth L. Judd Pdf

Handbook of Computational Economics summarizes recent advances in economic thought, revealing some of the potential offered by modern computational methods. With computational power increasing in hardware and algorithms, many economists are closing the gap between economic practice and the frontiers of computational mathematics. In their efforts to accelerate the incorporation of computational power into mainstream research, contributors to this volume update the improvements in algorithms that have sharpened econometric tools, solution methods for dynamic optimization and equilibrium models, and applications to public finance, macroeconomics, and auctions. They also cover the switch to massive parallelism in the creation of more powerful computers, with advances in the development of high-power and high-throughput computing. Much more can be done to expand the value of computational modeling in economics. In conjunction with volume one (1996) and volume two (2006), this volume offers a remarkable picture of the recent development of economics as a science as well as an exciting preview of its future potential. Samples different styles and approaches, reflecting the breadth of computational economics as practiced today Focuses on problems with few well-developed solutions in the literature of other disciplines Emphasizes the potential for increasing the value of computational modeling in economics

Foundations of Mathematical and Computational Economics

Kamran Dadkhah
Foundations of Mathematical and Computational Economics Book PDF

Author : Kamran Dadkhah
Publisher : Springer Science & Business Media
Page : 547 pages
File Size : 48,8 Mb
Release : 2011-01-11
Category : Business & Economics
ISBN : 9783642137488

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Foundations of Mathematical and Computational Economics by Kamran Dadkhah Pdf

This is a book on the basics of mathematics and computation and their uses in economics for modern day students and practitioners. The reader is introduced to the basics of numerical analysis as well as the use of computer programs such as Matlab and Excel in carrying out involved computations. Sections are devoted to the use of Maple in mathematical analysis. Examples drawn from recent contributions to economic theory and econometrics as well as a variety of end of chapter exercises help to illustrate and apply the presented concepts.

Heterogeneous Agent Modeling

Cars Hommes,Blake LeBaron
Heterogeneous Agent Modeling Book PDF

Author : Cars Hommes,Blake LeBaron
Publisher : Elsevier
Page : 834 pages
File Size : 45,5 Mb
Release : 2018-06-27
Category : Business & Economics
ISBN : 9780444641328

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Heterogeneous Agent Modeling by Cars Hommes,Blake LeBaron Pdf

Handbook of Computational Economics: Heterogeneous Agent Modeling, Volume Four, focuses on heterogeneous agent models, emphasizing recent advances in macroeconomics (including DSGE), finance, empirical validation and experiments, networks and related applications. Capturing the advances made since the publication of Volume Two (Tesfatsion & Judd, 2006), it provides high-level literature with sections devoted to Macroeconomics, Finance, Empirical Validation and Experiments, Networks, and other applications, including Innovation Diffusion in Heterogeneous Populations, Market Design and Electricity Markets, and a final section on Perspectives on Heterogeneity. Helps readers fully understand the dynamic properties of realistically rendered economic systems Emphasizes detailed specifications of structural conditions, institutional arrangements and behavioral dispositions Provides broad assessments that can lead researchers to recognize new synergies and opportunities

Handbook of Computational Economics

Leigh Tesfatsion,Kenneth L. Judd
Handbook of Computational Economics Book PDF

Author : Leigh Tesfatsion,Kenneth L. Judd
Publisher : Elsevier
Page : 904 pages
File Size : 47,6 Mb
Release : 2006-05-15
Category : Business & Economics
ISBN : 9780080459875

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Handbook of Computational Economics by Leigh Tesfatsion,Kenneth L. Judd Pdf

The explosive growth in computational power over the past several decades offers new tools and opportunities for economists. This handbook volume surveys recent research on Agent-based Computational Economics (ACE), the computational study of economic processes modeled as dynamic systems of interacting agents. Empirical referents for "agents" in ACE models can range from individuals or social groups with learning capabilities to physical world features with no cognitive function. Topics covered include: learning; empirical validation; network economics; social dynamics; financial markets; innovation and technological change; organizations; market design; automated markets and trading agents; political economy; social-ecological systems; computational laboratory development; and general methodological issues. *Every volume contains contributions from leading researchers *Each Handbook presents an accurate, self-contained survey of a particular topic *The series provides comprehensive and accessible surveys

Introduction to Computational Economics Using Fortran

Hans Fehr,Maurice Hofmann,Fabian Kindermann
Introduction to Computational Economics Using Fortran Book PDF

Author : Hans Fehr,Maurice Hofmann,Fabian Kindermann
Publisher : Oxford University Press, USA
Page : 264 pages
File Size : 42,7 Mb
Release : 2020-01-16
Category : Business & Economics
ISBN : 9780198850373

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Introduction to Computational Economics Using Fortran by Hans Fehr,Maurice Hofmann,Fabian Kindermann Pdf

This exercise and solutions manual accompanies the main edition of Introduction to Computational Economics Using Fortran. It enables students of all levels to practice the skills and knowledge needed to conduct economic research using Fortran. Introduction to Computational Economics Using Fortran is the essential guide to conducting economic research on a computer. Aimed at students of all levels of education as well as advanced economic researchers, it facilitates the first steps into writing programming language. This exercise and solutions manual is accompanied by a program database that readers are able to download.

Economics and Computation

Jörg Rothe
Economics and Computation Book PDF

Author : Jörg Rothe
Publisher : Springer
Page : 612 pages
File Size : 52,6 Mb
Release : 2015-08-18
Category : Business & Economics
ISBN : 9783662479049

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Economics and Computation by Jörg Rothe Pdf

This textbook connects three vibrant areas at the interface between economics and computer science: algorithmic game theory, computational social choice, and fair division. It thus offers an interdisciplinary treatment of collective decision making from an economic and computational perspective. Part I introduces to algorithmic game theory, focusing on both noncooperative and cooperative game theory. Part II introduces to computational social choice, focusing on both preference aggregation (voting) and judgment aggregation. Part III introduces to fair division, focusing on the division of both a single divisible resource ("cake-cutting") and multiple indivisible and unshareable resources ("multiagent resource allocation"). In all these parts, much weight is given to the algorithmic and complexity-theoretic aspects of problems arising in these areas, and the interconnections between the three parts are of central interest.

Computational Economics and Finance

Hal R. Varian
Computational Economics and Finance Book PDF

Author : Hal R. Varian
Publisher : Springer Science & Business Media
Page : 486 pages
File Size : 49,9 Mb
Release : 1996-08-09
Category : Business & Economics
ISBN : 0387945180

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Computational Economics and Finance by Hal R. Varian Pdf

This collection of articles is edited by Hal Varian, Dean of the School of Information Management and Systems, University of California, Berkeley. It provides a high quality and practical selection of contributed articles that impart the expertise of an international contingent of Mathematica users from the economic, financial, investments, quantitative business and operations research communities.

Economic Dynamics, second edition

John Stachurski
Economic Dynamics second edition Book PDF

Author : John Stachurski
Publisher : MIT Press
Page : 395 pages
File Size : 53,5 Mb
Release : 2022-08-16
Category : Business & Economics
ISBN : 9780262544771

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Economic Dynamics, second edition by John Stachurski Pdf

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.

Computational Methods in Economic Dynamics

Herbert Dawid,Willi Semmler
Computational Methods in Economic Dynamics Book PDF

Author : Herbert Dawid,Willi Semmler
Publisher : Springer Science & Business Media
Page : 217 pages
File Size : 40,6 Mb
Release : 2011-03-23
Category : Business & Economics
ISBN : 9783642169434

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Computational Methods in Economic Dynamics by Herbert Dawid,Willi Semmler Pdf

This volume is centered around the issue of market design and resulting market dynamics. The economic crisis of 2007-2009 has once again highlighted the importance of a proper design of market protocols and institutional details for economic dynamics and macroeconomics. Papers in this volume capture institutional details of particular markets, behavioral details of agents' decision making as well as spillovers between markets and effects to the macroeconomy. Computational methods are used to replicate and understand market dynamics emerging from interaction of heterogeneous agents, and to develop models that have predictive power for complex market dynamics. Finally treatments of overlapping generations models and differential games with heterogeneous actors are provided.

Computational Economics: A Perspective from Computational Intelligence

Chen, Shu-Heng
Computational Economics A Perspective from Computational Intelligence Book PDF

Author : Chen, Shu-Heng
Publisher : IGI Global
Page : 318 pages
File Size : 47,8 Mb
Release : 2005-11-30
Category : Business & Economics
ISBN : 9781591406518

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Computational Economics: A Perspective from Computational Intelligence by Chen, Shu-Heng Pdf

"This book identifies the economic as well as financial problems that may be solved efficiently with computational methods and explains why those problems should best be solved with computational methods"--Provided by publisher.

Network Economics

Anna Nagurney
Network Economics Book PDF

Author : Anna Nagurney
Publisher : Springer Science & Business Media
Page : 423 pages
File Size : 45,7 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9781475730050

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Network Economics by Anna Nagurney Pdf

Since the publication of the first edition of Network Economics: A Variational Inequality Approach in 1993, there have been many ad vances in both methodological developments, as well as, applications in this field. These have occurred in an environment of an increasingly networked global economy, in which the importance of transportation networks and communication networks is now well-recognized, with net works such as knowledge networks, environmental networks, and finan cial networks receiving growing attention. This edition adds recent research progress in new and evolving ar eas of network economics through common and unifying principles. In addition, it includes dynamic models of traffic, of spatially separated markets, of oligopolistic markets, and of financial markets. In order to expand the range and reach of this material, we have also included a series of problems in an appendix for self-study purposes and for use in the classroom. We note that computational economics has been at the forefront in stimulating the development of mathematical methodologies for the analysis and solution of complex, large-scale problems. The past fifteen years, in particular, have witnessed a dramatic growth of interest in this area. Supported by the increasing availability of data and by advances in computer architectures, the scale and dimensions of problems that can now be handled are unveiling new horizons in both theoretical modeling and policy analysis.

Computational Intelligence in Economics and Finance

Paul P. Wang,Tzu-Wen Kuo
Computational Intelligence in Economics and Finance Book PDF

Author : Paul P. Wang,Tzu-Wen Kuo
Publisher : Springer Science & Business Media
Page : 232 pages
File Size : 48,5 Mb
Release : 2007-07-11
Category : Computers
ISBN : 9783540728214

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Computational Intelligence in Economics and Finance by Paul P. Wang,Tzu-Wen Kuo Pdf

Readers will find, in this highly relevant and groundbreaking book, research ranging from applications in financial markets and business administration to various economics problems. Not only are empirical studies utilizing various CI algorithms presented, but so also are theoretical models based on computational methods. In addition to direct applications of computational intelligence, readers can also observe how these methods are combined with conventional analytical methods such as statistical and econometric models to yield preferred results.