Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

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Publisher : World Scientific
ISBN 13 : 9811202400
Total Pages : 5053 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by : Cheng Few Lee

Download or read book Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.

Empirical Asset Pricing

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Publisher : MIT Press
ISBN 13 : 0262039370
Total Pages : 497 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Empirical Asset Pricing by : Wayne Ferson

Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-12 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.

Liquidity and Asset Prices

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Publisher : Now Publishers Inc
ISBN 13 : 1933019123
Total Pages : 109 pages
Book Rating : 4.9/5 (33 download)

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Book Synopsis Liquidity and Asset Prices by : Yakov Amihud

Download or read book Liquidity and Asset Prices written by Yakov Amihud and published by Now Publishers Inc. This book was released on 2006 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Liquidity and Asset Prices reviews the literature that studies the relationship between liquidity and asset prices. The authors review the theoretical literature that predicts how liquidity affects a security's required return and discuss the empirical connection between the two. Liquidity and Asset Prices surveys the theory of liquidity-based asset pricing followed by the empirical evidence. The theory section proceeds from basic models with exogenous holding periods to those that incorporate additional elements of risk and endogenous holding periods. The empirical section reviews the evidence on the liquidity premium for stocks, bonds, and other financial assets.

The Economics of Financial Markets

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Publisher : Cambridge University Press
ISBN 13 : 9780521848275
Total Pages : 706 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis The Economics of Financial Markets by : Roy E. Bailey

Download or read book The Economics of Financial Markets written by Roy E. Bailey and published by Cambridge University Press. This book was released on 2005-05-26 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Economics of Financial Markets presents a concise overview of capital markets, suitable for advanced undergraduates and for beginning graduate students in financial economics. Following a brief overview of financial markets - their microstructure and the randomness of stock market prices - this textbook explores how the economics of uncertainty can be applied to financial decision-making. The mean-variance model of portfolio selection is discussed, with analysis extended to the capital asset pricing model (CAPM). Arbitrage plays a pivotal role in finance and is studied in a variety of contexts, including the APT model of asset prices. Methods for the empirical evaluation of CAPM and APT are also discussed, together with the volatility of asset prices, the intertemporal CAPM and the equity premium puzzle. An analysis of bond contracts leads into an assessment of theories of the term structure of interest rates. Finally, financial derivatives are explored, focusing on futures and options contracts.

The Econometrics of Financial Markets

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Publisher : Princeton University Press
ISBN 13 : 1400830214
Total Pages : 630 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis The Econometrics of Financial Markets by : John Y. Campbell

Download or read book The Econometrics of Financial Markets written by John Y. Campbell and published by Princeton University Press. This book was released on 2012-06-28 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past twenty years have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals now routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is intended for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including: the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory. Each chapter develops statistical techniques within the context of a particular financial application. This exciting new text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have read into their own applications.

Modern Investment Management

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Publisher : John Wiley & Sons
ISBN 13 : 0471480657
Total Pages : 648 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Modern Investment Management by : Bob Litterman

Download or read book Modern Investment Management written by Bob Litterman and published by John Wiley & Sons. This book was released on 2004-11-19 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieser Band füllt eine echte Marktlücke. "Goldman Sach's Modern Investment" gibt eine Einführung in moderne Investment Management Verfahren, wie sie von Goldman Sachs Asset Management verwendet werden, um erstklassige Investitionsrenditen zu erzielen. Erläutert werden u.a. die moderne Portfoliotheorie (Portfoliodiversifikation zur Risikostreuung), Capital Asset Pricing (Verfahren zur Ermittlung des Risiko-Rendite-Austauschverhältnisses von Finanzanlagen, bei dem der unterschiedliche Risikogehalt von Finanztiteln berücksichtigt wird) sowie eine Reihe aktueller Themen wie z.B. strategische Portfoliostrukturierung, Risikobudgetierung und aktives Portfolio Management. Hier erhalten Sie die Mittel an die Hand, um die Goldman Sachs Asset Management Methode für sich selbst umzusetzen. Das von Fischer Black und Bob Litterman gemeinsam entwickelte Black-Litterman Asset Allocation Model gehört zu den angesehensten und meist verwendeten Modellen zur Portfoliostrukturierung. Litterman und seine Asset Management Group sind oft die treibende Kraft, wenn es um Portfoliostrukturierung und Investmententscheidungen der 100 international größten Pensionsfonds geht.

International Economics

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Publisher : Concept Publishing Company
ISBN 13 : 9788180697906
Total Pages : 448 pages
Book Rating : 4.6/5 (979 download)

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Book Synopsis International Economics by : O. S. Shrivastava

Download or read book International Economics written by O. S. Shrivastava and published by Concept Publishing Company. This book was released on with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modern Portfolio Theory, + Website

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Publisher : John Wiley & Sons
ISBN 13 : 111837052X
Total Pages : 576 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis Modern Portfolio Theory, + Website by : Jack Clark Francis

Download or read book Modern Portfolio Theory, + Website written by Jack Clark Francis and published by John Wiley & Sons. This book was released on 2013-01-22 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: A through guide covering Modern Portfolio Theory as well as the recent developments surrounding it Modern portfolio theory (MPT), which originated with Harry Markowitz's seminal paper "Portfolio Selection" in 1952, has stood the test of time and continues to be the intellectual foundation for real-world portfolio management. This book presents a comprehensive picture of MPT in a manner that can be effectively used by financial practitioners and understood by students. Modern Portfolio Theory provides a summary of the important findings from all of the financial research done since MPT was created and presents all the MPT formulas and models using one consistent set of mathematical symbols. Opening with an informative introduction to the concepts of probability and utility theory, it quickly moves on to discuss Markowitz's seminal work on the topic with a thorough explanation of the underlying mathematics. Analyzes portfolios of all sizes and types, shows how the advanced findings and formulas are derived, and offers a concise and comprehensive review of MPT literature Addresses logical extensions to Markowitz's work, including the Capital Asset Pricing Model, Arbitrage Pricing Theory, portfolio ranking models, and performance attribution Considers stock market developments like decimalization, high frequency trading, and algorithmic trading, and reveals how they align with MPT Companion Website contains Excel spreadsheets that allow you to compute and graph Markowitz efficient frontiers with riskless and risky assets If you want to gain a complete understanding of modern portfolio theory this is the book you need to read.

Inside and Outside Liquidity

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Publisher : MIT Press
ISBN 13 : 0262518538
Total Pages : 263 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Inside and Outside Liquidity by : Bengt Holmstrom

Download or read book Inside and Outside Liquidity written by Bengt Holmstrom and published by MIT Press. This book was released on 2013-01-11 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Two leading economists develop a theory explaining the demand for and supply of liquid assets. Why do financial institutions, industrial companies, and households hold low-yielding money balances, Treasury bills, and other liquid assets? When and to what extent can the state and international financial markets make up for a shortage of liquid assets, allowing agents to save and share risk more effectively? These questions are at the center of all financial crises, including the current global one. In Inside and Outside Liquidity, leading economists Bengt Holmström and Jean Tirole offer an original, unified perspective on these questions. In a slight, but important, departure from the standard theory of finance, they show how imperfect pledgeability of corporate income leads to a demand for as well as a shortage of liquidity with interesting implications for the pricing of assets, investment decisions, and liquidity management. The government has an active role to play in improving risk-sharing between consumers with limited commitment power and firms dealing with the high costs of potential liquidity shortages. In this perspective, private risk-sharing is always imperfect and may lead to financial crises that can be alleviated through government interventions.

Proceedings of the Annual Meeting of the Eastern Finance Association

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Publisher :
ISBN 13 :
Total Pages : 116 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Proceedings of the Annual Meeting of the Eastern Finance Association by : Eastern Finance Association (U.S.). Meeting

Download or read book Proceedings of the Annual Meeting of the Eastern Finance Association written by Eastern Finance Association (U.S.). Meeting and published by . This book was released on 1979 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stock Markets, Investments And Corporate Behavior: A Conceptual Framework Of Understanding

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Publisher : World Scientific
ISBN 13 : 1783267011
Total Pages : 332 pages
Book Rating : 4.7/5 (832 download)

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Book Synopsis Stock Markets, Investments And Corporate Behavior: A Conceptual Framework Of Understanding by : Michael Joseph Dempsey

Download or read book Stock Markets, Investments And Corporate Behavior: A Conceptual Framework Of Understanding written by Michael Joseph Dempsey and published by World Scientific. This book was released on 2015-10-29 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stock Markets, Investments and Corporate Behavior examines the nature of stock market growth and decline, the function of financial markets, and their implications for commercial companies. Traditionally, finance academics have attempted to understand financial markets and commercial companies as physicists approach their subject matter: with a set of laws in mind that govern the field. But finance is not physics. The academic's approach falsely assumes that financial markets can be understood as systems within which self-interested maximizers behave in logical ways that are coordinated by the invisible hand of the price mechanism. This book demonstrates that finance is more appropriately understood as a field in which investors and finance managers may or may not use rational calculations as the basis of their decision making.This book opens with an effective dismantling of the traditional mathematical approach used to understand and describe markets and corporate financial behavior. In its place, the mathematics of growth and decline is developed anew, while holding to the realization that the decisions of organizations rely on the choices of real people with limited information available to them. The book will appeal to all students who wish to reappraise their knowledge of finance in a thoughtful manner. Specifically, this book is designed to appeal to anyone who wishes to refine their understanding of the nature of stock markets and financial growth, optimal portfolio allocation, option pricing, asset valuation, corporate financial behavior, and what it means to be ethical in our financial institutions.

Portfolio Risk Analysis

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Publisher : Princeton University Press
ISBN 13 : 1400835291
Total Pages : 400 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Portfolio Risk Analysis by : Gregory Connor

Download or read book Portfolio Risk Analysis written by Gregory Connor and published by Princeton University Press. This book was released on 2010-03-15 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio risk forecasting has been and continues to be an active research field for both academics and practitioners. Almost all institutional investment management firms use quantitative models for their portfolio forecasting, and researchers have explored models' econometric foundations, relative performance, and implications for capital market behavior and asset pricing equilibrium. Portfolio Risk Analysis provides an insightful and thorough overview of financial risk modeling, with an emphasis on practical applications, empirical reality, and historical perspective. Beginning with mean-variance analysis and the capital asset pricing model, the authors give a comprehensive and detailed account of factor models, which are the key to successful risk analysis in every economic climate. Topics range from the relative merits of fundamental, statistical, and macroeconomic models, to GARCH and other time series models, to the properties of the VIX volatility index. The book covers both mainstream and alternative asset classes, and includes in-depth treatments of model integration and evaluation. Credit and liquidity risk and the uncertainty of extreme events are examined in an intuitive and rigorous way. An extensive literature review accompanies each topic. The authors complement basic modeling techniques with references to applications, empirical studies, and advanced mathematical texts. This book is essential for financial practitioners, researchers, scholars, and students who want to understand the nature of financial markets or work toward improving them.

A Behavioral Approach to Asset Pricing

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Publisher : Elsevier
ISBN 13 : 0080482244
Total Pages : 636 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis A Behavioral Approach to Asset Pricing by : Hersh Shefrin

Download or read book A Behavioral Approach to Asset Pricing written by Hersh Shefrin and published by Elsevier. This book was released on 2008-05-19 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavioral finance is the study of how psychology affects financial decision making and financial markets. It is increasingly becoming the common way of understanding investor behavior and stock market activity. Incorporating the latest research and theory, Shefrin offers both a strong theory and efficient empirical tools that address derivatives, fixed income securities, mean-variance efficient portfolios, and the market portfolio. The book provides a series of examples to illustrate the theory. The second edition continues the tradition of the first edition by being the one and only book to focus completely on how behavioral finance principles affect asset pricing, now with its theory deepened and enriched by a plethora of research since the first edition

Value Maps

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Publisher : John Wiley & Sons
ISBN 13 : 0470642432
Total Pages : 404 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis Value Maps by : Warren D. Miller

Download or read book Value Maps written by Warren D. Miller and published by John Wiley & Sons. This book was released on 2010-05-13 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for VALUE MAPS "Equivocator, Explorer, Experimenter, Exploiter, Extender—Chapter 12 might be well served as mandatory reading for all subject matter experts! SPARC is not a valuation, per se, but rather a separate consulting engagement that might interest a client—especially if that client is preparing for a sale or planning an exit strategy. Miller has taken the good ideas from five disciplines and married them with value enhancement, creating what could become a very good 'add-on' consulting engagement. NACVA recommends, and looks forward to, further dialogue related to this new approach. This book will open your eyes to new opportunities." —Parnell Black, MBA, CPA, CVA, Chief Executive Officer, National Association of Certified Valuation Analysts (NACVA) "No one illuminates the murky intersection where business strategy and private company value creation meet better than Warren Miller. Now he's focused his extensive professional training and real-world experience to produce this intellectually rich, yet down-to-earth and fun-to-read road map we can all use. Business owners and leaders, financial analysts, management consultants, wealth managers, CPAs, business brokers, private equity investors, business appraisers—no one should plan to increase the value of an enterprise without Value Maps in their passenger seat." —David Foster, CEO, Business Valuation Resources "Private-equity analysts do not often come across scholarly and technical professional reading laced with laugh-out-loud moments! Yet this is exactly what one finds in Value Maps. Warren Miller's advice stems from his career as a finance executive, a CPA, a valuation analyst, and a 'recovering academic.' With pitch-perfect balance, Warren has created both a must-have professional reference guide and a best-practices road map designed to enhance the profitability of your client's business and your own—all in a very readable style with just a 'spoon-full of sugar.' Enjoy the read!" —Gary M. Karlitz, ASA, CPA, Partner-in-Charge, Valuation Services, Forensic Services, and Forensic Accounting, Citrin Cooperman & Company, LLP "Extremely readable, with numerous real-world examples—valuation specialists who don't read this book will soon be looking for a new profession. Miller takes the term 'valuation' to new levels, suggesting that appraisers can indeed add real value to their clients' businesses. Clients should demand that a valuation professional read this book before he or she will be hired." —Alfred M. King, Vice Chairman, Marshall & Stevens, Inc.

Machine Learning in Asset Pricing

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Publisher : Princeton University Press
ISBN 13 : 0691218706
Total Pages : 156 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Machine Learning in Asset Pricing by : Stefan Nagel

Download or read book Machine Learning in Asset Pricing written by Stefan Nagel and published by Princeton University Press. This book was released on 2021-05-11 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Efficient Market Theory and Evidence

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Publisher : Now Publishers Inc
ISBN 13 : 1601984685
Total Pages : 99 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis The Efficient Market Theory and Evidence by : Andrew Ang

Download or read book The Efficient Market Theory and Evidence written by Andrew Ang and published by Now Publishers Inc. This book was released on 2011 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Efficient Market Hypothesis (EMH) asserts that, at all times, the price of a security reflects all available information about its fundamental value. The implication of the EMH for investors is that, to the extent that speculative trading is costly, speculation must be a loser's game. Hence, under the EMH, a passive strategy is bound eventually to beat a strategy that uses active management, where active management is characterized as trading that seeks to exploit mispriced assets relative to a risk-adjusted benchmark. The EMH has been refined over the past several decades to reflect the realism of the marketplace, including costly information, transactions costs, financing, agency costs, and other real-world frictions. The most recent expressions of the EMH thus allow a role for arbitrageurs in the market who may profit from their comparative advantages. These advantages may include specialized knowledge, lower trading costs, low management fees or agency costs, and a financing structure that allows the arbitrageur to undertake trades with long verification periods. The actions of these arbitrageurs cause liquid securities markets to be generally fairly efficient with respect to information, despite some notable anomalies.

Disequilibrium Econometrics for the Finnish Bond Market

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Publisher :
ISBN 13 :
Total Pages : 152 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Disequilibrium Econometrics for the Finnish Bond Market by : Marianne Stenius

Download or read book Disequilibrium Econometrics for the Finnish Bond Market written by Marianne Stenius and published by . This book was released on 1986 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: