ABBA: An Agent-Based Model of the Banking System

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1484300688
Total Pages : 33 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis ABBA: An Agent-Based Model of the Banking System by : Mr.Jorge A Chan-Lau

Download or read book ABBA: An Agent-Based Model of the Banking System written by Mr.Jorge A Chan-Lau and published by International Monetary Fund. This book was released on 2017-06-09 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough analysis of risks in the banking system requires incorporating banks’ inherent heterogeneity and adaptive behavior in response to shocks and changes in business conditions and the regulatory environment. ABBA is an agent-based model for analyzing risks in the banking system in which banks’ business decisions drive the endogenous formation of interbank networks. ABBA allows for a rich menu of banks’ decisions, contingent on banks’ balance sheet and capital position, including dividend payment rules, credit expansion, and dynamic balance sheet adjustment via risk-weight optimization. The platform serves to illustrate the effect of changes on regulatory requirements on solvency, liquidity, and interconnectedness risk. It could also constitute a basic building block for further development of large, bottom-up agent-based macro-financial models.

ABBA: An Agent-Based Model of the Banking System

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1484304004
Total Pages : 33 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis ABBA: An Agent-Based Model of the Banking System by : Mr.Jorge A. Chan-Lau

Download or read book ABBA: An Agent-Based Model of the Banking System written by Mr.Jorge A. Chan-Lau and published by International Monetary Fund. This book was released on 2017-06-15 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: A thorough analysis of risks in the banking system requires incorporating banks’ inherent heterogeneity and adaptive behavior in response to shocks and changes in business conditions and the regulatory environment. ABBA is an agent-based model for analyzing risks in the banking system in which banks’ business decisions drive the endogenous formation of interbank networks. ABBA allows for a rich menu of banks’ decisions, contingent on banks’ balance sheet and capital position, including dividend payment rules, credit expansion, and dynamic balance sheet adjustment via risk-weight optimization. The platform serves to illustrate the effect of changes on regulatory requirements on solvency, liquidity, and interconnectedness risk. It could also constitute a basic building block for further development of large, bottom-up agent-based macro-financial models.

Quantitative Methods for ESG Finance

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Publisher : John Wiley & Sons
ISBN 13 : 1119903815
Total Pages : 247 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Quantitative Methods for ESG Finance by : Cino Robin Castelli

Download or read book Quantitative Methods for ESG Finance written by Cino Robin Castelli and published by John Wiley & Sons. This book was released on 2022-11-22 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: A quantitative analyst’s introduction to the theory and practice of ESG finance In Quantitative Methods for ESG Finance, accomplished risk and ESG experts Dr. Cyril Shmatov and Cino Robin Castelli deliver an incisive and essential introduction to the quantitative basis of ESG finance from a quantitative analyst’s perspective. The book combines the theoretical and mathematical bases underlying risk factor investing and risk management with accessible discussions of ESG applications. The authors explore the increasing availability of non-traditional data sources for quantitative analysts and describe the quantitative/statistical techniques they’ll need to make practical use of these data. The book also offers: A particular emphasis on climate change and climate risks, both due to its increasing general importance and accelerating regulatory change in the space Practical code examples in a Python Jupyter notebook that use publicly available data to demonstrate the techniques discussed in the book Expansive discussions of risk factor investing, portfolio construction, ESG scoring, new ESG-driven financial products, and new financial risk management applications, particularly those making use of the proliferation of “alternative data”, both text and images A must-read guide for quantitative analysts, investment managers, financial risk managers, investment bankers, and other finance professionals with an interest in ESG-driven investing, Quantitative Methods for ESG Finance will also earn a place on the bookshelves of graduate students of business and finance.

Multi-Agent Systems and Agreement Technologies

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Publisher : Springer Nature
ISBN 13 : 3030664120
Total Pages : 612 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Multi-Agent Systems and Agreement Technologies by : Nick Bassiliades

Download or read book Multi-Agent Systems and Agreement Technologies written by Nick Bassiliades and published by Springer Nature. This book was released on 2021-01-04 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised post-conference proceedings of the 17th European Conference on Multi-Agent Systems, EUMAS 2020, and the 7th International Conference on Agreement Technologies, AT 2020, which were originally planned to be held as a joint event in Thessaloniki, Greece, in April 2020. Due to COVID-19 pandemic the conference was postponed to September 2020 and finally became a fully virtual conference. The 38 full papers presented in this volume were carefully reviewed and selected from a total of 53 submissions. The papers report on both early and mature research and cover a wide range of topics in the field of autonomous agents and multi-agent systems.

Teaching and Research Methods for Islamic Economics and Finance

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Publisher : Taylor & Francis
ISBN 13 : 1000540154
Total Pages : 411 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Teaching and Research Methods for Islamic Economics and Finance by : Mohd Ma'Sum Billah

Download or read book Teaching and Research Methods for Islamic Economics and Finance written by Mohd Ma'Sum Billah and published by Taylor & Francis. This book was released on 2022-03-10 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods and techniques adopted in teaching, training, learning, research, professional development, or capacity building are generally standardized across most traditional disciplines, particularly within developing countries. This is not the case, however, when it comes to the Islamic disciplines, and, in particular, in relation to the study of Islamic economics and finance, which is influenced by conventional standards and techniques. This is primarily due to the lack of availability of the requisite standards and mechanisms designed within the spirit of Maqsid al-Shari’ah. This book offers a unique resource and a comprehensive overview of the contemporary methods and smart techniques available for teaching, learning, and researching Islamic eco-finance, and it presents solutions to the challenges in implementing them. Further, the book gives deep insight into the most appropriate methodologies that could be employed empirically to explore, model, analyze, and evaluate Islamic finance theories and models, respectively. It also gives recommendations for improving learning, teaching, and research outcomes in Islamic eco-finance. The book also addresses how, in this advanced technological era, smart tools like artificial intelligence, machine learning, big data, Zoom, and the internet of things can be adapted to help equip students, researchers, and scholars with smart skills. The book will enable those studying Islamic economics and finance to grasp the appropriate tools for research and learning. Additionally, the Islamic economics and finance sector is growing at a significant rate and therefore requires the upskilling and capacity building of its human resources; thus, the book will also be highly beneficial for practitioners involved in the industry.

Variance Decomposition Networks

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Publisher : International Monetary Fund
ISBN 13 : 1475598629
Total Pages : 48 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Variance Decomposition Networks by : Mr.Jorge A. Chan-Lau

Download or read book Variance Decomposition Networks written by Mr.Jorge A. Chan-Lau and published by International Monetary Fund. This book was released on 2017-05-04 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: Diebold and Yilmaz (2015) recently introduced variance decomposition networks as tools for quantifying and ranking the systemic risk of individual firms. The nature of these networks and their implied rankings depend on the choice decomposition method. The standard choice is the order invariant generalized forecast error variance decomposition of Pesaran and Shin (1998). The shares of the forecast error variation, however, do not add to unity, making difficult to compare risk ratings and risks contributions at two different points in time. As a solution, this paper suggests using the Lanne-Nyberg (2016) decomposition, which shares the order invariance property. To illustrate the differences between both decomposition methods, I analyzed the global financial system during 2001 – 2016. The analysis shows that different decomposition methods yield substantially different systemic risk and vulnerability rankings. This suggests caution is warranted when using rankings and risk contributions for guiding financial regulation and economic policy.

Agent-based Modeling and Simulation

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Publisher : Springer
ISBN 13 : 1137453648
Total Pages : 223 pages
Book Rating : 4.1/5 (374 download)

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Book Synopsis Agent-based Modeling and Simulation by : S. Taylor

Download or read book Agent-based Modeling and Simulation written by S. Taylor and published by Springer. This book was released on 2014-08-27 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.

The Oxford Handbook of Banking

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Publisher : Oxford University Press
ISBN 13 : 0192558072
Total Pages : 1328 pages
Book Rating : 4.1/5 (925 download)

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Book Synopsis The Oxford Handbook of Banking by : Allen N. Berger

Download or read book The Oxford Handbook of Banking written by Allen N. Berger and published by Oxford University Press. This book was released on 2019-10-31 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Banking, Third Edition provides an overview and analysis of developments and research in this rapidly evolving field. Aimed at graduate students of economics, banking, and finance; academics; practitioners; regulators; and policy makers, it strikes a balance between abstract theory, empirical analysis, and practitioner and policy-related material. Split into five distinct parts The Oxford Handbook of Banking is a one-stop source of relevant research in banking. It examines the theory of banking, bank operations and performance, regulatory and policy perspectives, macroeconomic perspectives in banking, and international differences in banking structures and environments. Taking a global perspective it examines banking systems in the United States, China, Japan, Australia and New Zealand, Africa, the European Union, transition countries of Europe, and Latin America. Thematic issues covered include financial innovation and technological change; consumer and mortgage lending; Islamic banking; and how banks influence real economic activity. Fully revised and now including brand new chapters on a range of geographical regions, bank bailouts and bail-ins, and behavioral economics amongst many other topics, this third edition of The Oxford Handbook of Banking provides readers with insights to seminal and contemporary research in banking and an opportunity to learn about the diversity of financial systems around the world.

IMF Research Bulletin, Fall 2017

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Publisher : International Monetary Fund
ISBN 13 : 1484327292
Total Pages : 15 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis IMF Research Bulletin, Fall 2017 by : International Monetary Fund. Research Dept.

Download or read book IMF Research Bulletin, Fall 2017 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 2017-11-09 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Fall 2017 IMF Research Bulletin includes a Q&A article covering "Seven Questions on the Globalization of Farmland" by Christian Bogmans. The first research summary, by Manmohan Singh and Haobing Wang is "Central Bank Balance Sheet Policies: Some Policy Implications." The second research summary is "Leaning Against the Windy Bank Lending" by Giovanni Melina and Stefania Villa. A listing of new IMF Working Papers and Staff Discussion Notes is featured, as well as new titles from IMF Publications. Information on IMF Economic Review is also included.

Exploring Agent-based Methods for the Analysis of Payment Systems

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Publisher :
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Exploring Agent-based Methods for the Analysis of Payment Systems by : Luca Arciero

Download or read book Exploring Agent-based Methods for the Analysis of Payment Systems written by Luca Arciero and published by . This book was released on 2008 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

Agent-Based Modeling

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Publisher : Springer Science & Business Media
ISBN 13 : 3540738789
Total Pages : 238 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Agent-Based Modeling by : Norman Ehrentreich

Download or read book Agent-Based Modeling written by Norman Ehrentreich and published by Springer Science & Business Media. This book was released on 2007-10-30 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reconciles the existence of technical trading with the Efficient Market Hypothesis. By analyzing a well-known agent-based model, the Santa Fe Institute Artificial Stock Market (SFI-ASM), it finds that when selective forces are weak, financial evolution cannot guarantee that only the fittest trading rules will survive. Its main contribution lies in the application of standard results from population genetics which have widely been neglected in the agent-based community.

Using Agent-Based Models for Analyzing Threats to Financial Stability

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Publisher :
ISBN 13 :
Total Pages : 24 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Using Agent-Based Models for Analyzing Threats to Financial Stability by : Richard M. Bookstaber

Download or read book Using Agent-Based Models for Analyzing Threats to Financial Stability written by Richard M. Bookstaber and published by . This book was released on 2015 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Existing models of financial instability tend to be based on top-down, partial-equilibrium views of markets and their interactions; they are unable to incorporate the complexity of behavior among heterogeneous firms or the tendency for all types of firms to change their behavior during a crisis. This paper argues that agent-based models (ABMs) -- which seek to explain how the behavior of individual firms or “agents” can affect outcomes in complex systems -- can make an important contribution to our understanding of potential vulnerabilities and paths through which risks can propagate across the financial system.

Handbook on Systemic Risk

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Publisher : Cambridge University Press
ISBN 13 : 1107023432
Total Pages : 993 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Handbook on Systemic Risk by : Jean-Pierre Fouque

Download or read book Handbook on Systemic Risk written by Jean-Pierre Fouque and published by Cambridge University Press. This book was released on 2013-05-23 with total page 993 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook on Systemic Risk, written by experts in the field, provides researchers with an introduction to the multifaceted aspects of systemic risks facing the global financial markets. The Handbook explores the multidisciplinary approaches to analyzing this risk, the data requirements for further research, and the recommendations being made to avert financial crisis. The Handbook is designed to encourage new researchers to investigate a topic with immense societal implications as well as to provide, for those already actively involved within their own academic discipline, an introduction to the research being undertaken in other disciplines. Each chapter in the Handbook will provide researchers with a superior introduction to the field and with references to more advanced research articles. It is the hope of the editors that this Handbook will stimulate greater interdisciplinary academic research on the critically important topic of systemic risk in the global financial markets.

Agent-Based Models for Financial Crises

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

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Book Synopsis Agent-Based Models for Financial Crises by : Richard M. Bookstaber

Download or read book Agent-Based Models for Financial Crises written by Richard M. Bookstaber and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This article describes the agent-based approach to modeling financial crises. It focuses on the interactions of agents and on how these interactions feed back to change the financial environment. It explains how these models embody the contagion and cascades that occur owing to the financial leverage and market concentration of the agents and the liquidity of the markets. This article also compares agent-based models to the standard economic approach to crises and shows the ways in which agent-based models overcome limitations of economic models when dealing with financial crises. In particular, this article demonstrates how agent-based models replace homogeneous, representative agents with heterogeneous agents and optimization with heuristics, and how such models move away from a focus on equilibrium, allowing non-ergodic dynamics that are manifest during financial crises to emerge.

Artificial Economics

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Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659791314
Total Pages : 160 pages
Book Rating : 4.7/5 (913 download)

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Book Synopsis Artificial Economics by : Roman sperka

Download or read book Artificial Economics written by Roman sperka and published by LAP Lambert Academic Publishing. This book was released on 2015-10-09 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agent technology with the methods of modeling and simulation (ABMS) has recently become a platform for research in a broad range of applied economic disciplines. The use of ABMS techniques is possible due to the availability of sufficient computing performance under current information technology progress. Multi-agent systems allow the simulation to work with some degree of local intelligence, causality, probability, and market failures. The subject of this book is the use of ABMS in financial markets. Trading with financial assets is widely used in developed economies. As a result of the interaction of a supply and a demand, the prices of these assets (bonds, cash, shares, etc.) change relatively quickly. Price volatility is caused by a large number of factors affecting the demand and supply of financial assets. The book is divided into three parts. Part One characterizes modeling and simulation methods. Part Two introduces financial market structure, trading behavior, and financial market simulation approaches. Applied research of the financial markets and the determination of a proper taxation is demonstrated in the Case study, which forms Part Three of this book.

Agent-Based Models

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Publisher :
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Agent-Based Models by : Arthur Turrell

Download or read book Agent-Based Models written by Arthur Turrell and published by . This book was released on 2017 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: This article considers the strengths of agent-based modelling, which explains the behaviour of a system by simulating the behaviour of each individual 'agent' in it, and the ways that it can be used to help central banks understand the economy.