Complex Systems in Finance and Econometrics

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Publisher :
ISBN 13 :
Total Pages : 496 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis Complex Systems in Finance and Econometrics by :

Download or read book Complex Systems in Finance and Econometrics written by and published by . This book was released on 2011 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Complex Systems in Finance and Econometrics

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1441977007
Total Pages : 919 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Complex Systems in Finance and Econometrics by : Robert A. Meyers

Download or read book Complex Systems in Finance and Econometrics written by Robert A. Meyers and published by Springer Science & Business Media. This book was released on 2010-11-03 with total page 919 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integrates complexity with deterministic equations and concepts from real world examples, and appeals to a broad audience.

Complex Systems Modeling and Simulation in Economics and Finance

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Publisher : Springer
ISBN 13 : 331999624X
Total Pages : 308 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Complex Systems Modeling and Simulation in Economics and Finance by : Shu-Heng Chen

Download or read book Complex Systems Modeling and Simulation in Economics and Finance written by Shu-Heng Chen and published by Springer. This book was released on 2018-11-20 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. The text is a valuable addition to the efforts in promoting the complex systems view in economic science. The computational experiments reported in the book are both transparent and replicable. Complex System Modeling and Simulation in Economics and Finance is useful for graduate courses of complex systems, with particular focus on economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic.

Financial Econometrics and Empirical Market Microstructure

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Publisher : Springer
ISBN 13 : 3319099469
Total Pages : 282 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Financial Econometrics and Empirical Market Microstructure by : Anil K. Bera

Download or read book Financial Econometrics and Empirical Market Microstructure written by Anil K. Bera and published by Springer. This book was released on 2014-11-18 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the era of Big Data our society is given the unique opportunity to understand the inner dynamics and behavior of complex socio-economic systems. Advances in the availability of very large databases, in capabilities for massive data mining, as well as progress in complex systems theory, multi-agent simulation and computational social science open the possibility of modeling phenomena never before successfully achieved. This contributed volume from the Perm Winter School address the problems of the mechanisms and statistics of the socio-economics system evolution with a focus on financial markets powered by the high-frequency data analysis. ​

Complex-Valued Modeling in Economics and Finance

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Publisher : Springer Science & Business Media
ISBN 13 : 1461458765
Total Pages : 330 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Complex-Valued Modeling in Economics and Finance by : Sergey Svetunkov

Download or read book Complex-Valued Modeling in Economics and Finance written by Sergey Svetunkov and published by Springer Science & Business Media. This book was released on 2012-12-14 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex-Valued Modeling in Economics and Finance outlines the theory, methodology, and techniques behind modeling economic processes using complex variables theory. The theory of complex variables functions is widely used in many scientific fields, since work with complex variables can appropriately describe different complex real-life processes. Many economic indicators and factors reflecting the properties of the same object can be represented in the form of complex variables. By describing the relationship between various indicators using the functions of these variables, new economic and financial models can be created which are often more accurate than the models of real variables. This book pays critical attention to complex variables production in stock market modeling, modeling illegal economy, time series forecasting, complex auto-aggressive models, and economic dynamics modeling. Very little has been published on this topic and its applications within the fields of economics and finance, and this volume appeals to graduate-level students studying economics, academic researchers in economics and finance, and economists.

Nonlinearities in Economics

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Publisher : Springer Nature
ISBN 13 : 3030709825
Total Pages : 361 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Nonlinearities in Economics by : Giuseppe Orlando

Download or read book Nonlinearities in Economics written by Giuseppe Orlando and published by Springer Nature. This book was released on 2021-08-31 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary book argues that the economy has an underlying non-linear structure and that business cycles are endogenous, which allows a greater explanatory power with respect to the traditional assumption that dynamics are stochastic and shocks are exogenous. The first part of this work is formal-methodological and provides the mathematical background needed for the remainder, while the second part presents the view that signal processing involves construction and deconstruction of information and that the efficacy of this process can be measured. The third part focuses on economics and provides the related background and literature on economic dynamics and the fourth part is devoted to new perspectives in understanding nonlinearities in economic dynamics: growth and cycles. By pursuing this approach, the book seeks to (1) determine whether, and if so where, common features exist, (2) discover some hidden features of economic dynamics, and (3) highlight specific indicators of structural changes in time series. Accordingly, it is a must read for everyone interested in a better understanding of economic dynamics, business cycles, econometrics and complex systems, as well as non-linear dynamics and chaos theory.

Complexity in Financial Markets

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Publisher : Springer Science & Business Media
ISBN 13 : 3319007238
Total Pages : 223 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Complexity in Financial Markets by : Matthieu Cristelli

Download or read book Complexity in Financial Markets written by Matthieu Cristelli and published by Springer Science & Business Media. This book was released on 2013-08-28 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tools and methods from complex systems science can have a considerable impact on the way in which the quantitative assessment of economic and financial issues is approached, as discussed in this thesis. First it is shown that the self-organization of financial markets is a crucial factor in the understanding of their dynamics. In fact, using an agent-based approach, it is argued that financial markets’ stylized facts appear only in the self-organized state. Secondly, the thesis points out the potential of so-called big data science for financial market modeling, investigating how web-driven data can yield a picture of market activities: it has been found that web query volumes anticipate trade volumes. As a third achievement, the metrics developed here for country competitiveness and product complexity is groundbreaking in comparison to mainstream theories of economic growth and technological development. A key element in assessing the intangible variables determining the success of countries in the present globalized economy is represented by the diversification of the productive basket of countries. The comparison between the level of complexity of a country's productive system and economic indicators such as the GDP per capita discloses its hidden growth potential.

Modelling and Forecasting Financial Data

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Publisher : Springer Science & Business Media
ISBN 13 : 1461509319
Total Pages : 496 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Modelling and Forecasting Financial Data by : Abdol S. Soofi

Download or read book Modelling and Forecasting Financial Data written by Abdol S. Soofi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling and Forecasting Financial Data brings together a coherent and accessible set of chapters on recent research results on this topic. To make such methods readily useful in practice, the contributors to this volume have agreed to make available to readers upon request all computer programs used to implement the methods discussed in their respective chapters. Modelling and Forecasting Financial Data is a valuable resource for researchers and graduate students studying complex systems in finance, biology, and physics, as well as those applying such methods to nonlinear time series analysis and signal processing.

Network Theory and Agent-Based Modeling in Economics and Finance

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Publisher : Springer Nature
ISBN 13 : 9811383197
Total Pages : 458 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Network Theory and Agent-Based Modeling in Economics and Finance by : Anindya S. Chakrabarti

Download or read book Network Theory and Agent-Based Modeling in Economics and Finance written by Anindya S. Chakrabarti and published by Springer Nature. This book was released on 2019-10-23 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings on network theory and agent-based modeling of economic and financial phenomena. In this context, the economy is depicted as a complex system consisting of heterogeneous agents that interact through evolving networks; the aggregate behavior of the economy arises out of billions of small-scale interactions that take place via countless economic agents. The book focuses on analytical modeling, and on the econometric and statistical analysis of the properties emerging from microscopic interactions. In particular, it highlights the latest empirical and theoretical advances, helping readers understand economic and financial networks, as well as new work on modeling behavior using rich, agent-based frameworks. Innovatively, the book combines observational and theoretical insights in the form of networks and agent-based models, both of which have proved to be extremely valuable in understanding non-linear and evolving complex systems. Given its scope, the book will capture the interest of graduate students and researchers from various disciplines (e.g. economics, computer science, physics, and applied mathematics) whose work involves the domain of complexity theory.

Nonlinear Dynamics in Economics, Finance and the Social Sciences

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Publisher : Springer Science & Business Media
ISBN 13 : 3642040233
Total Pages : 384 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Nonlinear Dynamics in Economics, Finance and the Social Sciences by : Gian Italo Bischi

Download or read book Nonlinear Dynamics in Economics, Finance and the Social Sciences written by Gian Italo Bischi and published by Springer Science & Business Media. This book was released on 2009-12-15 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last two decades there has been a great deal of research into nonlinear dynamic models in economics, finance and the social sciences. This book contains twenty papers that range over very recent applications in these areas. Topics covered include structural change and economic growth, disequilibrium dynamics and economic policy as well as models with boundedly rational agents. The book illustrates some of the most recent research tools in this area and will be of interest to economists working in economic dynamics and to mathematicians interested in seeing ideas from nonlinear dynamics and complexity theory applied to the economic sciences.

Introductory Econometrics for Finance

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Publisher : Cambridge University Press
ISBN 13 : 1139472305
Total Pages : 752 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introductory Econometrics for Finance by : Chris Brooks

Download or read book Introductory Econometrics for Finance written by Chris Brooks and published by Cambridge University Press. This book was released on 2008-05-22 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: This best-selling textbook addresses the need for an introduction to econometrics specifically written for finance students. Key features: • Thoroughly revised and updated, including two new chapters on panel data and limited dependent variable models • Problem-solving approach assumes no prior knowledge of econometrics emphasising intuition rather than formulae, giving students the skills and confidence to estimate and interpret models • Detailed examples and case studies from finance show students how techniques are applied in real research • Sample instructions and output from the popular computer package EViews enable students to implement models themselves and understand how to interpret results • Gives advice on planning and executing a project in empirical finance, preparing students for using econometrics in practice • Covers important modern topics such as time-series forecasting, volatility modelling, switching models and simulation methods • Thoroughly class-tested in leading finance schools. Bundle with EViews student version 6 available. Please contact us for more details.

Agent-Based Methods in Economics and Finance

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Publisher : Springer Science & Business Media
ISBN 13 : 1461507855
Total Pages : 324 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Agent-Based Methods in Economics and Finance by : Francesco Luna

Download or read book Agent-Based Methods in Economics and Finance written by Francesco Luna and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second book on financial and economic simulations in Swarm marks the continued progress by a group of researchers to incorporate agent-based computer models as an important tool within their disci pline. It is encouraging to see such a clear example of Swarm helping to foster a community of users who rely on the Swarm framework for their own analyses. Swarm aims at legitimizing agent-based computer models as a tool for the study of complex systems. A further goal is that a common base framework will lead to the growth of user communities in specific areas of application. By providing an organizing framework to guide the development of more problem-specific structures, and by dealing with a whole range of issues that affect their fundamental correctness and their ability to be developed and reused, Swarm has sought to make the use of agent-based models a legitimate tool of scientific investigation that also meets the practical needs of investigators within a community.

Introduction to Econophysics

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Publisher : Cambridge University Press
ISBN 13 : 1139431226
Total Pages : 164 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introduction to Econophysics by : Rosario N. Mantegna

Download or read book Introduction to Econophysics written by Rosario N. Mantegna and published by Cambridge University Press. This book was released on 1999-11-13 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book concerns the use of concepts from statistical physics in the description of financial systems. The authors illustrate the scaling concepts used in probability theory, critical phenomena, and fully developed turbulent fluids. These concepts are then applied to financial time series. The authors also present a stochastic model that displays several of the statistical properties observed in empirical data. Statistical physics concepts such as stochastic dynamics, short- and long-range correlations, self-similarity and scaling permit an understanding of the global behaviour of economic systems without first having to work out a detailed microscopic description of the system. Physicists will find the application of statistical physics concepts to economic systems interesting. Economists and workers in the financial world will find useful the presentation of empirical analysis methods and well-formulated theoretical tools that might help describe systems composed of a huge number of interacting subsystems.

Handbook of Research on Modeling, Analysis, and Control of Complex Systems

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Publisher : IGI Global
ISBN 13 : 1799857905
Total Pages : 685 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Modeling, Analysis, and Control of Complex Systems by : Azar, Ahmad Taher

Download or read book Handbook of Research on Modeling, Analysis, and Control of Complex Systems written by Azar, Ahmad Taher and published by IGI Global. This book was released on 2020-12-05 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current literature on dynamic systems is quite comprehensive, and system theory’s mathematical jargon can remain quite complicated. Thus, there is a need for a compendium of accessible research that involves the broad range of fields that dynamic systems can cover, including engineering, life sciences, and the environment, and which can connect researchers in these fields. The Handbook of Research on Modeling, Analysis, and Control of Complex Systems is a comprehensive reference book that describes the recent developments in a wide range of areas including the modeling, analysis, and control of dynamic systems, as well as explores related applications. The book acts as a forum for researchers seeking to understand the latest theory findings and software problem experiments. Covering topics that include chaotic maps, predictive modeling, random bit generation, and software bug prediction, this book is ideal for professionals, academicians, researchers, and students in the fields of electrical engineering, computer science, control engineering, robotics, power systems, and biomedical engineering.

Agent-Based Approaches in Economic and Social Complex Systems VI

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Publisher : Springer
ISBN 13 : 9784431546511
Total Pages : 0 pages
Book Rating : 4.5/5 (465 download)

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Book Synopsis Agent-Based Approaches in Economic and Social Complex Systems VI by : Shu-Heng Chen

Download or read book Agent-Based Approaches in Economic and Social Complex Systems VI written by Shu-Heng Chen and published by Springer. This book was released on 2014-10-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agent-based modeling/simulation is an emergent approach to the analysis of social and economic systems. It provides a bottom-up experimental method to be applied to social sciences such as economics, management, sociology, and politics as well as some engineering fields dealing with social activities. This book includes selected papers presented at the Sixth International Workshop on Agent-Based Approaches in Economic and Social Complex Systems held in Taipei in 2009. We have 39 presentations in the conference, and 14 papers are selected to be included in this volume. These 14 papers are then grouped into six parts: Agent-based financial markets; Financial forecasting and investment; Cognitive modeling of agents; Complexity and policy analysis; Agent-based modeling of good societies; and Miscellany. The research presented here shows the state of the art in this rapidly growing field.

Network Theory and Agent-based Modeling in Economics and Finance

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Author :
Publisher :
ISBN 13 : 9789811383205
Total Pages : 458 pages
Book Rating : 4.3/5 (832 download)

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Book Synopsis Network Theory and Agent-based Modeling in Economics and Finance by : Anindya S. Chakrabarti

Download or read book Network Theory and Agent-based Modeling in Economics and Finance written by Anindya S. Chakrabarti and published by . This book was released on 2019 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings on network theory and agent-based modeling of economic and financial phenomena. In this context, the economy is depicted as a complex system consisting of heterogeneous agents that interact through evolving networks; the aggregate behavior of the economy arises out of billions of small-scale interactions that take place via countless economic agents. The book focuses on analytical modeling, and on the econometric and statistical analysis of the properties emerging from microscopic interactions. In particular, it highlights the latest empirical and theoretical advances, helping readers understand economic and financial networks, as well as new work on modeling behavior using rich, agent-based frameworks. Innovatively, the book combines observational and theoretical insights in the form of networks and agent-based models, both of which have proved to be extremely valuable in understanding non-linear and evolving complex systems. Given its scope, the book will capture the interest of graduate students and researchers from various disciplines (e.g. economics, computer science, physics, and applied mathematics) whose work involves the domain of complexity theory.

Complexity and Artificial Markets

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Publisher : Springer Science & Business Media
ISBN 13 : 3540705562
Total Pages : 235 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Complexity and Artificial Markets by : Klaus Schredelseker

Download or read book Complexity and Artificial Markets written by Klaus Schredelseker and published by Springer Science & Business Media. This book was released on 2008-07-30 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, agent-based simulation has become a widely accepted tool when dealing with complexity in economics and other social sciences. The contributions presented in this book apply agent-based methods to derive results from complex models related to market mechanisms, evolution, decision making, and information economics. In addition, the applicability of agent-based methods to complex problems in economics is discussed from a methodological perspective. The papers presented in this collection combine approaches from economics, finance, computer science, natural sciences, philosophy, and cognitive sciences.