Econophysics of Order-Driven Markets

Econophysics of Order-Driven Markets
Author :
Publisher : Springer
Total Pages : 330
Release :
ISBN-10 : 8847058163
ISBN-13 : 9788847058163
Rating : 4/5 (63 Downloads)

Synopsis Econophysics of Order-Driven Markets by : Frederic Abergel

The primary goal of the book is to present the ideas and research findings of active researchers from various communities (physicists, economists, mathematicians, financial engineers) working in the field of "Econophysics," who have undertaken the task of modelling and analyzing order-driven markets. Of primary interest in these studies are the mechanisms leading to the statistical regularities ("stylized facts") of price statistics. Results pertaining to other important issues such as market impact, the profitability of trading strategies, or mathematical models for microstructure effects, are also presented. Several leading researchers in these fields report on their recent work and also review the contemporary literature. Some historical perspectives, comments and debates on recent issues in Econophysics research are also included.

Econophysics of Order-driven Markets

Econophysics of Order-driven Markets
Author :
Publisher : Springer Science & Business Media
Total Pages : 316
Release :
ISBN-10 : 9788847017665
ISBN-13 : 8847017661
Rating : 4/5 (65 Downloads)

Synopsis Econophysics of Order-driven Markets by : Frédéric Abergel

The primary goal of the book is to present the ideas and research findings of active researchers from various communities (physicists, economists, mathematicians, financial engineers) working in the field of "Econophysics", who have undertaken the task of modelling and analyzing order-driven markets. Of primary interest in these studies are the mechanisms leading to the statistical regularities ("stylized facts") of price statistics. Results pertaining to other important issues such as market impact, the profitability of trading strategies, or mathematical models for microstructure effects, are also presented. Several leading researchers in these fields report on their recent work and also review the contemporary literature. Some historical perspectives, comments and debates on recent issues in Econophysics research are also included.

Econophysics and Data Driven Modelling of Market Dynamics

Econophysics and Data Driven Modelling of Market Dynamics
Author :
Publisher : Springer
Total Pages : 360
Release :
ISBN-10 : 9783319084732
ISBN-13 : 3319084739
Rating : 4/5 (32 Downloads)

Synopsis Econophysics and Data Driven Modelling of Market Dynamics by : Frédéric Abergel

This book presents the works and research findings of physicists, economists, mathematicians, statisticians, and financial engineers who have undertaken data-driven modelling of market dynamics and other empirical studies in the field of Econophysics. During recent decades, the financial market landscape has changed dramatically with the deregulation of markets and the growing complexity of products. The ever-increasing speed and decreasing costs of computational power and networks have led to the emergence of huge databases. The availability of these data should permit the development of models that are better founded empirically, and econophysicists have accordingly been advocating that one should rely primarily on the empirical observations in order to construct models and validate them. The recent turmoil in financial markets and the 2008 crash appear to offer a strong rationale for new models and approaches. The Econophysics community accordingly has an important future role to play in market modelling. The Econophys-Kolkata VIII conference proceedings are devoted to the presentation of many such modelling efforts and address recent developments. A number of leading researchers from across the globe report on their recent work, comment on the latest issues, and review the contemporary literature.

Limit Order Books

Limit Order Books
Author :
Publisher : Cambridge University Press
Total Pages : 242
Release :
ISBN-10 : 9781316870488
ISBN-13 : 1316870480
Rating : 4/5 (88 Downloads)

Synopsis Limit Order Books by : Frédéric Abergel

A limit order book is essentially a file on a computer that contains all orders sent to the market, along with their characteristics such as the sign of the order, price, quantity and a timestamp. The majority of organized electronic markets rely on limit order books to store the list of interests of market participants on their central computer. A limit order book contains all the information available on a specific market and it reflects the way the market moves under the influence of its participants. This book discusses several models of limit order books. It begins by discussing the data to assess their empirical properties, and then moves on to mathematical models in order to reproduce the observed properties. Finally, the book presents a framework for numerical simulations. It also covers important modelling techniques including agent-based modelling, and advanced modelling of limit order books based on Hawkes processes. The book also provides in-depth coverage of simulation techniques and introduces general, flexible, open source library concepts useful to readers studying trading strategies in order-driven markets.

Econophysics

Econophysics
Author :
Publisher : John Wiley & Sons
Total Pages : 371
Release :
ISBN-10 : 9783527408153
ISBN-13 : 3527408150
Rating : 4/5 (53 Downloads)

Synopsis Econophysics by : Sitabhra Sinha

Filling the gap for an up-to-date textbook in this relatively new interdisciplinary research field, this volume provides readers with a thorough and comprehensive introduction. Based on extensive teaching experience, it includes numerous worked examples and highlights in special biographical boxes some of the most outstanding personalities and their contributions to both physics and economics. The whole is rounded off by several appendices containing important background material.

Trades, Quotes and Prices

Trades, Quotes and Prices
Author :
Publisher : Cambridge University Press
Total Pages : 464
Release :
ISBN-10 : 9781108639064
ISBN-13 : 1108639062
Rating : 4/5 (64 Downloads)

Synopsis Trades, Quotes and Prices by : Jean-Philippe Bouchaud

The widespread availability of high-quality, high-frequency data has revolutionised the study of financial markets. By describing not only asset prices, but also market participants' actions and interactions, this wealth of information offers a new window into the inner workings of the financial ecosystem. In this original text, the authors discuss empirical facts of financial markets and introduce a wide range of models, from the micro-scale mechanics of individual order arrivals to the emergent, macro-scale issues of market stability. Throughout this journey, data is king. All discussions are firmly rooted in the empirical behaviour of real stocks, and all models are calibrated and evaluated using recent data from Nasdaq. By confronting theory with empirical facts, this book for practitioners, researchers and advanced students provides a fresh, new, and often surprising perspective on topics as diverse as optimal trading, price impact, the fragile nature of liquidity, and even the reasons why people trade at all.

Complexity in Financial Markets

Complexity in Financial Markets
Author :
Publisher : Springer Science & Business Media
Total Pages : 223
Release :
ISBN-10 : 9783319007236
ISBN-13 : 3319007238
Rating : 4/5 (36 Downloads)

Synopsis Complexity in Financial Markets by : Matthieu Cristelli

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.

Essentials of Econophysics Modelling

Essentials of Econophysics Modelling
Author :
Publisher : Oxford University Press, USA
Total Pages : 427
Release :
ISBN-10 : 9780199299683
ISBN-13 : 0199299684
Rating : 4/5 (83 Downloads)

Synopsis Essentials of Econophysics Modelling by : Frantisek Slanina

This book is a course in methods and models rooted in physics and used in modelling economic and social phenomena. It covers the discipline of econophysics, which creates an interface between physics and economics. Besides the main theme, it touches on the theory of complex networks and simulations of social phenomena in general. After a brief historical introduction, the book starts with a list of basic empirical data and proceeds to thorough investigation of mathematical and computer models. Many of the models are based on hypotheses of the behaviour of simplified agents. These comprise strategic thinking, imitation, herding, and the gem of econophysics, the so-called minority game. At the same time, many other models view the economic processes as interactions of inanimate particles. Here, the methods of physics are especially useful. Examples of systems modelled in such a way include books of stock-market orders, and redistribution of wealth among individuals. Network effects are investigated in the interaction of economic agents. The book also describes how to model phenomena like cooperation and emergence of consensus. The book will be of benefit to graduate students and researchers in both Physics and Economics.

New Perspectives and Challenges in Econophysics and Sociophysics

New Perspectives and Challenges in Econophysics and Sociophysics
Author :
Publisher : Springer
Total Pages : 269
Release :
ISBN-10 : 9783030113643
ISBN-13 : 3030113647
Rating : 4/5 (43 Downloads)

Synopsis New Perspectives and Challenges in Econophysics and Sociophysics by : Frédéric Abergel

This book presents the latest perspectives and challenges within the interrelated fields of econophysics and sociophysics, which have emerged from the application of statistical physics to economics and sociology. Economic and financial markets appear to be in a permanent state of flux. Billions of agents interact with each other, giving rise to complex dynamics of economic quantities at the micro and macro levels. With the availability of huge data sets, researchers can address questions at a much more granular level than was previously possible. Fundamental questions regarding the aggregation of actions and information and the coordination, complexity, and evolution of economic and financial networks are currently receiving much attention in the econophysics research agenda. In parallel, the sociophysics literature has focused on large-scale social data and their interrelations. In this book, leading researchers from different communities – economists, sociologists, financial analysts, mathematicians, physicists, statisticians, and others – report on their recent work and their analyses of economic and social behavior.