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Author: Stefan Nagel
Publisher: Princeton University Press
ISBN: 0691218706
Category : Business & Economics
Languages : en
Pages : 156
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Book Description
A groundbreaking, authoritative introduction to how machine learning can be applied to asset pricing Investors in financial markets are faced with an abundance of potentially value-relevant information from a wide variety of different sources. In such data-rich, high-dimensional environments, techniques from the rapidly advancing field of machine learning (ML) are well-suited for solving prediction problems. Accordingly, ML methods are quickly becoming part of the toolkit in asset pricing research and quantitative investing. In this book, Stefan Nagel examines the promises and challenges of ML applications in asset pricing. Asset pricing problems are substantially different from the settings for which ML tools were developed originally. To realize the potential of ML methods, they must be adapted for the specific conditions in asset pricing applications. Economic considerations, such as portfolio optimization, absence of near arbitrage, and investor learning can guide the selection and modification of ML tools. Beginning with a brief survey of basic supervised ML methods, Nagel then discusses the application of these techniques in empirical research in asset pricing and shows how they promise to advance the theoretical modeling of financial markets. Machine Learning in Asset Pricing presents the exciting possibilities of using cutting-edge methods in research on financial asset valuation.
Author: Stefan Nagel
Publisher: Princeton University Press
ISBN: 0691218706
Category : Business & Economics
Languages : en
Pages : 156
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Book Description
A groundbreaking, authoritative introduction to how machine learning can be applied to asset pricing Investors in financial markets are faced with an abundance of potentially value-relevant information from a wide variety of different sources. In such data-rich, high-dimensional environments, techniques from the rapidly advancing field of machine learning (ML) are well-suited for solving prediction problems. Accordingly, ML methods are quickly becoming part of the toolkit in asset pricing research and quantitative investing. In this book, Stefan Nagel examines the promises and challenges of ML applications in asset pricing. Asset pricing problems are substantially different from the settings for which ML tools were developed originally. To realize the potential of ML methods, they must be adapted for the specific conditions in asset pricing applications. Economic considerations, such as portfolio optimization, absence of near arbitrage, and investor learning can guide the selection and modification of ML tools. Beginning with a brief survey of basic supervised ML methods, Nagel then discusses the application of these techniques in empirical research in asset pricing and shows how they promise to advance the theoretical modeling of financial markets. Machine Learning in Asset Pricing presents the exciting possibilities of using cutting-edge methods in research on financial asset valuation.
Author: Stephen H. Penman
Publisher:
ISBN: 9780071267809
Category : Financial statements
Languages : en
Pages : 754
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Book Description
Valuation is at the heart of investing. A considerable part of the information for valuation is in the financial statements.Financial Statement Analysis and Security Valuation, 5 e by Stephen Penman shows students how to extract information from financial statements and use that data to value firms. The 5th edition shows how to handle the accounting in financial statements and use the financial statements as a lens to view a business and assess the value it generates.
Author: Werner Fransiscus Marcel De Bondt
Publisher: Cfa Inst
ISBN: 9780943205137
Category : Stock price forecasting
Languages : en
Pages : 36
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Book Description
Author: John Guerard
Publisher: JAI Press(NY)
ISBN:
Category : Business & Economics
Languages : en
Pages : 264
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Book Description
Part of a series on contemporary studies in economic and financial analysis, this volume focuses on security analyst forecasting and asset allocation. Topics include market response to earning forecasts; and the effectiveness of security analysts' forecasts; among others.
Author: John G. Cragg
Publisher: University of Chicago Press
ISBN: 0226116727
Category : Business & Economics
Languages : en
Pages : 185
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Book Description
John G. Cragg and Burton G. Malkiel collected detailed forecasts of professional investors concerning the growth of 175 companies and use this information to examine the impact of such forecasts on the market evaluations of the companies and to test and extend traditional models of how stock market values are determined.
Author: Richard H. Thaler
Publisher: Russell Sage Foundation
ISBN: 9780871548443
Category : Business & Economics
Languages : en
Pages : 628
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Book Description
Modern financial markets offer the real world's best approximation to the idealized price auction market envisioned in economic theory. Nevertheless, as the increasingly exquisite and detailed financial data demonstrate, financial markets often fail to behave as they should if trading were truly dominated by the fully rational investors that populate financial theories. These markets anomalies have spawned a new approach to finance, one which as editor Richard Thaler puts it, "entertains the possibility that some agents in the economy behave less than fully rationally some of the time." Advances in Behavioral Finance collects together twenty-one recent articles that illustrate the power of this approach. These papers demonstrate how specific departures from fully rational decision making by individual market agents can provide explanations of otherwise puzzling market phenomena. To take several examples, Werner De Bondt and Thaler find an explanation for superior price performance of firms with poor recent earnings histories in the tendencies of investors to overreact to recent information. Richard Roll traces the negative effects of corporate takeovers on the stock prices of the acquiring firms to the overconfidence of managers, who fail to recognize the contributions of chance to their past successes. Andrei Shleifer and Robert Vishny show how the difficulty of establishing a reliable reputation for correctly assessing the value of long term capital projects can lead investment analysis, and hence corporate managers, to focus myopically on short term returns. As a testing ground for assessing the empirical accuracy of behavioral theories, the successful studies in this landmark collection reach beyond the world of finance to suggest, very powerfully, the importance of pursuing behavioral approaches to other areas of economic life. Advances in Behavioral Finance is a solid beachhead for behavioral work in the financial arena and a clear promise of wider application for behavioral economics in the future.
Author: Peter Easton
Publisher: Now Publishers Inc
ISBN: 1601981945
Category : Business & Economics
Languages : en
Pages : 148
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Book Description
Estimating the Cost of Capital Implied by Market Prices and Accounting Data focuses on estimating the expected rate of return implied by market prices, summary accounting numbers, and forecasts of earnings and dividends. Estimates of the expected rate of return, often used as proxies for the cost of capital, are obtained by inverting accounting-based valuation models. The author describes accounting-based valuation models and discusses how these models have been used, and how they may be used, to obtain estimates of the cost of capital. The practical appeal of accounting-based valuation models is that they focus on the two variables that are commonly at the heart of valuations carried out by equity analysts -- forecasts of earnings and forecasts of earnings growth. The question at the core of this monograph is -- How can these forecasts be used to obtain an estimate of the cost of capital? The author examines the empirical validity of the estimates based on these forecasts and explores ways to improve these estimates. In addition, this monograph details a method for isolating the effect of any factor of interest (such as cross-listing, fraud, disclosure quality, taxes, analyst following, accounting standards, etc.) on the cost of capital. If you are interested in understanding the academic literature on accounting-based estimates of expected rate of return this monograph is for you. Estimating the Cost of Capital Implied by Market Prices and Accounting Data provides a foundation for a deeper comprehension of this literature and will give a jump start to those who have an interest in these topics. The key ideas are introduced via examples based on actual forecasts, accounting information, and market prices for listed firms, and the numerical examples are based on sound algebraic relations.
Author: Kenneth D. Lawrence
Publisher: JAI Press Incorporated
ISBN: 9780762312818
Category : Business & Economics
Languages : en
Pages : 318
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Book Description
Aims to present state-of-the-art studies in the application of forecasting methodologies to such areas as sales, marketing, and strategic decision making. The topics in this title include: sales and marketing, forecasting, new product forecasting, judgmentally based forecasting, the application of surveys to forecasting, and more.
Author: Joshua Ronen
Publisher: Springer Science & Business Media
ISBN: 0387257713
Category : Business & Economics
Languages : en
Pages : 587
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Book Description
This book is a study of earnings management, aimed at scholars and professionals in accounting, finance, economics, and law. The authors address research questions including: Why are earnings so important that firms feel compelled to manipulate them? What set of circumstances will induce earnings management? How will the interaction among management, boards of directors, investors, employees, suppliers, customers and regulators affect earnings management? How to design empirical research addressing earnings management? What are the limitations and strengths of current empirical models?
Author: Timothy F. Geithner
Publisher: Crown
ISBN: 0804138605
Category : Biography & Autobiography
Languages : en
Pages : 610
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Book Description
New York Times Bestseller Washington Post Bestseller Los Angeles Times Bestseller Stress Test is the story of Tim Geithner’s education in financial crises. As president of the Federal Reserve Bank of New York and then as President Barack Obama’s secretary of the Treasury, Timothy F. Geithner helped the United States navigate the worst financial crisis since the Great Depression, from boom to bust to rescue to recovery. In a candid, riveting, and historically illuminating memoir, he takes readers behind the scenes of the crisis, explaining the hard choices and politically unpalatable decisions he made to repair a broken financial system and prevent the collapse of the Main Street economy. This is the inside story of how a small group of policy makers—in a thick fog of uncertainty, with unimaginably high stakes—helped avoid a second depression but lost the American people doing it. Stress Test is also a valuable guide to how governments can better manage financial crises, because this one won’t be the last. Stress Test reveals a side of Secretary Geithner the public has never seen, starting with his childhood as an American abroad. He recounts his early days as a young Treasury official helping to fight the international financial crises of the 1990s, then describes what he saw, what he did, and what he missed at the New York Fed before the Wall Street boom went bust. He takes readers inside the room as the crisis began, intensified, and burned out of control, discussing the most controversial episodes of his tenures at the New York Fed and the Treasury, including the rescue of Bear Stearns; the harrowing weekend when Lehman Brothers failed; the searing crucible of the AIG rescue as well as the furor over the firm’s lavish bonuses; the battles inside the Obama administration over his widely criticized but ultimately successful plan to end the crisis; and the bracing fight for the most sweeping financial reforms in more than seventy years. Secretary Geithner also describes the aftershocks of the crisis, including the administration’s efforts to address high unemployment, a series of brutal political battles over deficits and debt, and the drama over Europe’s repeated flirtations with the economic abyss. Secretary Geithner is not a politician, but he has things to say about politics—the silliness, the nastiness, the toll it took on his family. But in the end, Stress Test is a hopeful story about public service. In this revealing memoir, Tim Geithner explains how America withstood the ultimate stress test of its political and financial systems.
