AI and Financial Markets

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Author :
Publisher : MDPI
ISBN 13 : 3039362240
Total Pages : 230 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis AI and Financial Markets by : Shigeyuki Hamori

Download or read book AI and Financial Markets written by Shigeyuki Hamori and published by MDPI. This book was released on 2020-07-01 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is regarded as the science and technology for producing an intelligent machine, particularly, an intelligent computer program. Machine learning is an approach to realizing AI comprising a collection of statistical algorithms, of which deep learning is one such example. Due to the rapid development of computer technology, AI has been actively explored for a variety of academic and practical purposes in the context of financial markets. This book focuses on the broad topic of “AI and Financial Markets”, and includes novel research associated with this topic. The book includes contributions on the application of machine learning, agent-based artificial market simulation, and other related skills to the analysis of various aspects of financial markets.

Why Stock Markets Crash

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Publisher : Princeton University Press
ISBN 13 : 1400885094
Total Pages : 449 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Why Stock Markets Crash by : Didier Sornette

Download or read book Why Stock Markets Crash written by Didier Sornette and published by Princeton University Press. This book was released on 2017-03-21 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scientific study of complex systems has transformed a wide range of disciplines in recent years, enabling researchers in both the natural and social sciences to model and predict phenomena as diverse as earthquakes, global warming, demographic patterns, financial crises, and the failure of materials. In this book, Didier Sornette boldly applies his varied experience in these areas to propose a simple, powerful, and general theory of how, why, and when stock markets crash. Most attempts to explain market failures seek to pinpoint triggering mechanisms that occur hours, days, or weeks before the collapse. Sornette proposes a radically different view: the underlying cause can be sought months and even years before the abrupt, catastrophic event in the build-up of cooperative speculation, which often translates into an accelerating rise of the market price, otherwise known as a "bubble." Anchoring his sophisticated, step-by-step analysis in leading-edge physical and statistical modeling techniques, he unearths remarkable insights and some predictions--among them, that the "end of the growth era" will occur around 2050. Sornette probes major historical precedents, from the decades-long "tulip mania" in the Netherlands that wilted suddenly in 1637 to the South Sea Bubble that ended with the first huge market crash in England in 1720, to the Great Crash of October 1929 and Black Monday in 1987, to cite just a few. He concludes that most explanations other than cooperative self-organization fail to account for the subtle bubbles by which the markets lay the groundwork for catastrophe. Any investor or investment professional who seeks a genuine understanding of looming financial disasters should read this book. Physicists, geologists, biologists, economists, and others will welcome Why Stock Markets Crash as a highly original "scientific tale," as Sornette aptly puts it, of the exciting and sometimes fearsome--but no longer quite so unfathomable--world of stock markets.

Corporate Social Responsibility

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Author :
Publisher : Routledge
ISBN 13 : 1000021238
Total Pages : 630 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Corporate Social Responsibility by : Andrew Crane

Download or read book Corporate Social Responsibility written by Andrew Crane and published by Routledge. This book was released on 2014 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a relatively young subject matter, corporate social responsibility has unsurprisingly developed and evolved in numerous ways since the first edition of this textbook was published. Retaining the features which made the first edition a top selling text in the field, the new edition continues to be the only textbook available which provides a ready-made, enhanced course pack for CSR classes. Authoritative editor introductions provide accessible entry points to the subjects covered - an approach which is particularly suited to advanced undergraduate and postgraduate teaching that emphasises a research-led approach. New case studies are integrated throughout the text to enable students to think and analyze the subject from every angle. The entire textbook reflects the global nature of CSR as a discipline and further pedagogical features include chapter learning outcomes; study questions; ‘challenges for practice’ boxes and additional ‘further reading’ features at the end of each chapter. This highly rated textbook now also benefits from a regularly updated companion website which features a brand new 'CSR Case Club' presenting students and lecturers with further case suggestions with which to enhance learning; lecture slides; updates from the popular Crane and Matten blog, links to further reading and career sites, YouTube clips and suggested answers to study questions. An Ivey CaseMate has also been created for this book at https://www.iveycases.com/CaseMateBookDetail.aspx?id=335.

The Mind of Wall Street

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Publisher : PublicAffairs
ISBN 13 : 0786730153
Total Pages : 237 pages
Book Rating : 4.7/5 (867 download)

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Book Synopsis The Mind of Wall Street by : Leon Levy

Download or read book The Mind of Wall Street written by Leon Levy and published by PublicAffairs. This book was released on 2009-03-25 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: As stock prices and investor confidence have collapsed in the wake of Enron, WorldCom, and the dot-com crash, people want to know how this happened and how to make sense of the uncertain times to come. Into the breach comes one of Wall Street's legendary investors, Leon Levy, to explain why the market so often confounds us, and why those who ought to understand it tend to get chewed up and spat out. Levy, who pioneered many of the innovations and investment instruments that we now take for granted, has prospered in every market for the past fifty years, particularly in today's bear market. In The Mind of Wall Street he recounts stories of his successes and failures to illustrate how investor psychology and willful self-deception so often play critical roles in the process. Like his peers George Soros and Warren Buffett, Levy takes a long and broad view of the rhythms of the markets and the economy. He also offers a provocative analysis of the spectacular Internet bubble, showing that the market has not yet completely recovered from its bout of "irrational exuberance." The Mind of Wall Street is essential reading for all of us, whether we are active traders or simply modest contributors to our 401(k) plans, as volatile and unnerving markets come to define so much of our net worth.

The Empirical Analysis of Liquidity

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Publisher : Now Publishers
ISBN 13 : 9781601988744
Total Pages : 90 pages
Book Rating : 4.9/5 (887 download)

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Book Synopsis The Empirical Analysis of Liquidity by : Craig Holden

Download or read book The Empirical Analysis of Liquidity written by Craig Holden and published by Now Publishers. This book was released on 2014-11-28 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: We provide a synthesis of the empirical evidence on market liquidity. The liquidity measurement literature has established standard measures of liquidity that apply to broad categories of market microstructure data. Specialized measures of liquidity have been developed to deal with data limitations in specific markets, to provide proxies from daily data, and to assess institutional trading programs. The general liquidity literature has established local cross-sectional patterns, global cross-sectional patterns, and time-series patterns.

A Wealth of Common Sense

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Publisher : John Wiley & Sons
ISBN 13 : 1119024927
Total Pages : 231 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis A Wealth of Common Sense by : Ben Carlson

Download or read book A Wealth of Common Sense written by Ben Carlson and published by John Wiley & Sons. This book was released on 2015-06-22 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: A simple guide to a smarter strategy for the individual investor A Wealth of Common Sense sheds a refreshing light on investing, and shows you how a simplicity-based framework can lead to better investment decisions. The financial market is a complex system, but that doesn't mean it requires a complex strategy; in fact, this false premise is the driving force behind many investors' market "mistakes." Information is important, but understanding and perspective are the keys to better decision-making. This book describes the proper way to view the markets and your portfolio, and show you the simple strategies that make investing more profitable, less confusing, and less time-consuming. Without the burden of short-term performance benchmarks, individual investors have the advantage of focusing on the long view, and the freedom to construct the kind of portfolio that will serve their investment goals best. This book proves how complex strategies essentially waste these advantages, and provides an alternative game plan for those ready to simplify. Complexity is often used as a mechanism for talking investors into unnecessary purchases, when all most need is a deeper understanding of conventional options. This book explains which issues you actually should pay attention to, and which ones are simply used for an illusion of intelligence and control. Keep up with—or beat—professional money managers Exploit stock market volatility to your utmost advantage Learn where advisors and consultants fit into smart strategy Build a portfolio that makes sense for your particular situation You don't have to outsmart the market if you can simply outperform it. Cut through the confusion and noise and focus on what actually matters. A Wealth of Common Sense clears the air, and gives you the insight you need to become a smarter, more successful investor.

Analyzing the Analysts

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Author :
Publisher :
ISBN 13 :
Total Pages : 288 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Analyzing the Analysts by : United States. Congress. House. Committee on Financial Services. Subcommittee on Capital Markets, Insurance, and Government Sponsored Enterprises

Download or read book Analyzing the Analysts written by United States. Congress. House. Committee on Financial Services. Subcommittee on Capital Markets, Insurance, and Government Sponsored Enterprises and published by . This book was released on 2001 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:

International Capital Flows

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Publisher : University of Chicago Press
ISBN 13 : 0226241807
Total Pages : 500 pages
Book Rating : 4.2/5 (262 download)

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Book Synopsis International Capital Flows by : Martin Feldstein

Download or read book International Capital Flows written by Martin Feldstein and published by University of Chicago Press. This book was released on 2007-12-01 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent changes in technology, along with the opening up of many regions previously closed to investment, have led to explosive growth in the international movement of capital. Flows from foreign direct investment and debt and equity financing can bring countries substantial gains by augmenting local savings and by improving technology and incentives. Investing companies acquire market access, lower cost inputs, and opportunities for profitable introductions of production methods in the countries where they invest. But, as was underscored recently by the economic and financial crises in several Asian countries, capital flows can also bring risks. Although there is no simple explanation of the currency crisis in Asia, it is clear that fixed exchange rates and chronic deficits increased the likelihood of a breakdown. Similarly, during the 1970s, the United States and other industrial countries loaned OPEC surpluses to borrowers in Latin America. But when the U.S. Federal Reserve raised interest rates to control soaring inflation, the result was a widespread debt moratorium in Latin America as many countries throughout the region struggled to pay the high interest on their foreign loans. International Capital Flows contains recent work by eminent scholars and practitioners on the experience of capital flows to Latin America, Asia, and eastern Europe. These papers discuss the role of banks, equity markets, and foreign direct investment in international capital flows, and the risks that investors and others face with these transactions. By focusing on capital flows' productivity and determinants, and the policy issues they raise, this collection is a valuable resource for economists, policymakers, and financial market participants.

The Internationalization of Equity Markets

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Publisher : University of Chicago Press
ISBN 13 : 0226260216
Total Pages : 428 pages
Book Rating : 4.2/5 (262 download)

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Book Synopsis The Internationalization of Equity Markets by : Jeffrey A. Frankel

Download or read book The Internationalization of Equity Markets written by Jeffrey A. Frankel and published by University of Chicago Press. This book was released on 2008-04-15 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely volume addresses three important recent trends in the internationalization of United States equity markets: extensive market integration through foreign investment and links among stock prices around the world; increasing securitization as countries such as Japan come to rely more than ever before on markets in equities and bonds at the expense of banks; and the opening of national financial systems of newly industrializing countries to international financial flows and institutions, as governments remove capital controls and other barriers. Eight essays examine such issues as the current extent of international market integration, gains to U.S. investors through international diversification, home-country bias in investing, the role of time and location around the world in stock trading, and the behavior of country funds. Other, long-standing questions about equity markets are also addressed, including market efficiency and the accuracy of models of expected returns, with a particular focus on variances, covariances, and the price of risk according to the Capital Asset Pricing Model.

Geopolitical Risk on Stock Returns: Evidence from Inter-Korea Geopolitics

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1557759677
Total Pages : 36 pages
Book Rating : 4.5/5 (577 download)

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Book Synopsis Geopolitical Risk on Stock Returns: Evidence from Inter-Korea Geopolitics by : Seungho Jung

Download or read book Geopolitical Risk on Stock Returns: Evidence from Inter-Korea Geopolitics written by Seungho Jung and published by International Monetary Fund. This book was released on 2021-10-22 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: We investigate how corporate stock returns respond to geopolitical risk in the case of South Korea, which has experienced large and unpredictable geopolitical swings that originate from North Korea. To do so, a monthly index of geopolitical risk from North Korea (the GPRNK index) is constructed using automated keyword searches in South Korean media. The GPRNK index, designed to capture both upside and downside risk, corroborates that geopolitical risk sharply increases with the occurrence of nuclear tests, missile launches, or military confrontations, and decreases significantly around the times of summit meetings or multilateral talks. Using firm-level data, we find that heightened geopolitical risk reduces stock returns, and that the reductions in stock returns are greater especially for large firms, firms with a higher share of domestic investors, and for firms with a higher ratio of fixed assets to total assets. These results suggest that international portfolio diversification and investment irreversibility are important channels through which geopolitical risk affects stock returns.

Corporate Responsibility and Legitimacy

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Author :
Publisher : Praeger
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Corporate Responsibility and Legitimacy by : James J. Brummer

Download or read book Corporate Responsibility and Legitimacy written by James J. Brummer and published by Praeger. This book was released on 1991-06-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing upon research from a variety of disciplines, this volume offers a systematic discussion of the issues and assumptions of the corporate responsibility debate. James J. Brummer provides an extensive review of the relevant literature and develops a methodology for treating specific problems of corporate responsibility, illustrating its use in actual practice. The book also proposes a theory of corporate responsibility and legitimacy that builds upon the concept of accountability and explores the relevance of applying methods of study traditionally associated with the humanities to contemporary problems of corporate ethics. The author begins by addressing general concepts and principles including types of corporate responsibility, relations of accountability, models of the corporation, and theories of institutional legitimacy. Part Two outlines the four theories of corporate responsibility--the classical, stakeholder, social demandingness, and social activist theories--and examines their major premises and supporting evidence. Two chapters treat the specific issue of plant closing or relocation in relation to each of the four theories of corporate responsibility. Finally, the author discusses collective and subordinate responsibility, paying particular attention to the concept of whistleblowing. The concluding chapter summarizes the corporate responsibility debate and analyzes various models of accountability. An ideal supplemental text for courses in business ethics and public administration, this volume is also an invaluable resource for executives confronted with issues of corporate responsibility in their own operations.

Research in International Business and Finance

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Publisher : JAI Press Incorporated
ISBN 13 : 9781559389198
Total Pages : 364 pages
Book Rating : 4.3/5 (891 download)

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Book Synopsis Research in International Business and Finance by : Larry R. Lang

Download or read book Research in International Business and Finance written by Larry R. Lang and published by JAI Press Incorporated. This book was released on 1996-01-08 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses a variety of topics in the field of research in international business and finance.

The Closed-end Fund Discount

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Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Closed-end Fund Discount by : Elroy Dimson

Download or read book The Closed-end Fund Discount written by Elroy Dimson and published by . This book was released on 2002 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A New Database of Financial Reforms

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Publisher : International Monetary Fund
ISBN 13 :
Total Pages : 30 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis A New Database of Financial Reforms by : Abdul Abiad

Download or read book A New Database of Financial Reforms written by Abdul Abiad and published by International Monetary Fund. This book was released on 2008-12 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper introduces a new database of financial reforms, covering 91 economies over 1973–2005. It describes the content of the database, the information sources utilized, and the coding rules used to create an index of financial reform. It also compares the database with other measures of financial liberalization, provides descriptive statistics, and discusses some possible applications. The database provides a multi-faceted measure of reform, covering seven aspects of financial sector policy. Along each dimension the database provides a graded (rather than a binary) score, and allows for reversals.

Safety-First Retirement Planning

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Publisher : Retirement Researcher Guid
ISBN 13 : 9781945640063
Total Pages : 368 pages
Book Rating : 4.6/5 (4 download)

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Book Synopsis Safety-First Retirement Planning by : Wade Donald Pfau

Download or read book Safety-First Retirement Planning written by Wade Donald Pfau and published by Retirement Researcher Guid. This book was released on 2019-10 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two fundamentally different philosophies for retirement income planning, which I call probability-based and safety-first, diverge on the critical issue of where a retirement plan is best served: in the risk/reward trade-offs of a diversified and aggressive investment portfolio that relies primarily on the stock market, or in the contractual protections of insurance products that integrate the power of risk pooling and actuarial science alongside investments. The probability-based approach is generally better understood by the public. It advocates using an aggressive investment portfolio with a large allocation to stocks to meet retirement goals. My earlier book How Much Can I Spend in Retirement? A Guide to Investment-Based Retirement Strategies provides an extensive investigation of probability-based approaches. But this investments-only attitude is not the optimal way to build a retirement income plan. There are pitfalls in retirement that we are less familiar with during the accumulation years. The nature of risk changes. Longevity risk is the possibility of living longer than planned, which could mean not having resources to maintain the retiree's standard of living. And once retirement distributions begin, market downturns in the early years can disproportionately harm retirement sustainability. This is sequence-of-returns risk, and it acts to amplify the impacts of market volatility in retirement. Traditional wealth management is not equipped to handle these new risks in a fulfilling way. More assets are required to cover spending goals over a possibly costly retirement triggered by a long life and poor market returns. And yet, there is no assurance that assets will be sufficient. For retirees who are worried about outliving their wealth, probability-based strategies can become excessively conservative and stressful. This book focuses on the other option: safety-first retirement planning. Safety-first advocates support a more bifurcated approach to building retirement income plans that integrates insurance with investments, providing lifetime income protections to cover spending. With risk pooling through insurance, retirees effectively pay an insurance premium that will provide a benefit to support spending in otherwise costly retirements that could deplete an unprotected investment portfolio. Insurance companies can pool sequence and longevity risks across a large base of retirees, much like a traditional defined-benefit company pension plan or Social Security, allowing for retirement spending that is more closely aligned with averages. When bonds are replaced with insurance-based risk pooling assets, retirees can improve the odds of meeting their spending goals while also supporting more legacy at the end of life, especially in the event of a longer-than-average retirement. We walk through this thought process and logic in steps, investigating three basic ways to fund a retirement spending goal: with bonds, with a diversified investment portfolio, and with risk pooling through annuities and life insurance. We consider the potential role for different types of annuities including simple income annuities, variable annuities, and fixed index annuities. I explain how different annuities work and how readers can evaluate them. We also examine the potential for whole life insurance to contribute to a retirement income plan. When we properly consider the range of risks introduced after retirement, I conclude that the integrated strategies preferred by safety-first advocates support more efficient retirement outcomes. Safety-first retirement planning helps to meet financial goals with less worry. This book explains how to evaluate different insurance options and implement these solutions into an integrated retirement plan.

Efficiency and Anomalies in Stock Markets

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Author :
Publisher : Mdpi AG
ISBN 13 : 9783036530802
Total Pages : 232 pages
Book Rating : 4.5/5 (38 download)

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Book Synopsis Efficiency and Anomalies in Stock Markets by : Wing-Keung Wong

Download or read book Efficiency and Anomalies in Stock Markets written by Wing-Keung Wong and published by Mdpi AG. This book was released on 2022-02-17 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Efficient Market Hypothesis believes that it is impossible for an investor to outperform the market because all available information is already built into stock prices. However, some anomalies could persist in stock markets while some other anomalies could appear, disappear and re-appear again without any warning. A Special Issue on "Efficiency and Anomalies in Stock Markets" will be devoted to advancements in the theoretical development of market efficiency and anomaly in the Stock Market, as well as applications in Stock Market efficiency and anomalies.

The Benefits and Costs of Group Affiliation

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Author :
Publisher :
ISBN 13 :
Total Pages : 36 pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis The Benefits and Costs of Group Affiliation by : Stijn Claessens

Download or read book The Benefits and Costs of Group Affiliation written by Stijn Claessens and published by . This book was released on 2002 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper investigates the benefits and associated agency costs of using internal capital markets through affiliating with groups using data of two thousand firms from nine East Asian economies between 1994-96. We find that mature and slow-growing firms with ownership structures more likely to create agency problems gain more from group affiliation, while young and high-growth firms more likely lose. Agency problems are important explanatory factors of firm value in economies outside Japan, but less so in Japan. Consistent with the literature, financially-constrained firms benefit from group affiliation. Our results are robust to different time periods and estimation techniques.