Download or read book Machine Learning Applications for Accounting Disclosure and Fraud Detection written by Papadakis, Stylianos and published by IGI Global. This book was released on 2020-10-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.
Download or read book Indices Index Funds And ETFs written by Michael I. C. Nwogugu and published by Springer. This book was released on 2019-03-09 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Indices, index funds and ETFs are grossly inaccurate and inefficient and affect more than €120 trillion worth of securities, debts and commodities worldwide. This book analyzes the mathematical/statistical biases, misrepresentations, recursiveness, nonlinear risk and homomorphisms inherent in equity, debt, risk-adjusted, options-based, CDS and commodity indices – and by extension, associated index funds and ETFs. The book characterizes the “Popular-Index Ecosystems,” a phenomenon that provides artificial price-support for financial instruments, and can cause systemic risk, financial instability, earnings management and inflation. The book explains why indices and strategic alliances invalidate Third-Generation Prospect Theory (PT3), related approaches and most theories of Intertemporal Asset Pricing. This book introduces three new decision models, and some new types of indices that are more efficient than existing stock/bond indices. The book explains why the Mean-Variance framework, the Put-Call Parity theorem, ICAPM/CAPM, the Sharpe Ratio, Treynor Ratio, Jensen’s Alpha, the Information Ratio, and DEA-Based Performance Measures are wrong. Leveraged/inverse ETFs and synthetic ETFs are misleading and inaccurate and non-legislative methods that reduce index arbitrage and ETF arbitrage are introduced.
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.
Download or read book Modern Portfolio Theory and Investment Analysis written by Edwin J. Elton and published by John Wiley & Sons. This book was released on 2014-01-21 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern Portfolio Theory and Investment Analysis, 9th Editionexamines the characteristics and analysis of individual securities, as well as the theory and practice of optimally combining securities into portfolios. It stresses the economic intuition behind the subject matter while presenting advanced concepts of investment analysis and portfolio management. The authors present material that captures the state of modern portfolio analysis, general equilibrium theory, and investment analysis in an accessible and intuitive manner.
Download or read book Quantitative Financial Economics written by Keith Cuthbertson and published by John Wiley & Sons. This book was released on 2005-05-05 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of the hugely successful Quantitative Financial Economics has been revised and updated to reflect the most recent theoretical and econometric/empirical advances in the financial markets. It provides an introduction to models of economic behaviour in financial markets, focusing on discrete time series analysis. Emphasis is placed on theory, testing and explaining ‘real-world’ issues. The new edition will include: Updated charts and cases studies. New companion website allowing students to put theory into practice and to test their knowledge through questions and answers. Chapters on Monte Carlo simulation, bootstrapping and market microstructure.
Download or read book Portfolio Performance Evaluation written by George O. Aragon and published by Now Publishers Inc. This book was released on 2008 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides a review of the methods for measuring portfolio performance and the evidence on the performance of professionally managed investment portfolios. Traditional performance measures, strongly influenced by the Capital Asset Pricing Model of Sharpe (1964), were developed prior to 1990. We discuss some of the properties and important problems associated with these measures. We then review the more recent Conditional Performance Evaluation techniques, designed to allow for expected returns and risks that may vary over time, and thus addressing one major shortcoming of the traditional measures. We also discuss weight-based performance measures and the stochastic discount factor approach. We review the evidence that these newer measures have produced on selectivity and market timing ability for professional managed investment funds. The evidence includes equity style mutual funds, pension funds, asset allocation style funds, fixed income funds and hedge funds.
Download or read book Portfolio Theory and Management written by Greg Filbeck and published by . This book was released on 2013 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title examines the foundations of portfolio management with the contributions of financial pioneers up to the latest trends. The book discusses portfolio theory and management both before and after the 2007-2008 financial crisis. It takes a global focus by highlighting cross-country differences and practices.
Download or read book Investment Performance Measurement written by Philip Lawton, CIPM and published by John Wiley & Sons. This book was released on 2009-04-28 with total page 997 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investment Performance Measurement Over the past two decades, the importance of measuring, presenting, and evaluating investment performance results has dramatically increased. With the growth of capital market data services, the development of quantitative analytical techniques, and the widespread acceptance of Global Investment Performance Standards (GIPS®), this discipline has emerged as a central component of effective asset management and, thanks in part to the Certificate in Investment Performance Measurement (CIPM) program, has become a recognized area of specialization for investment professionals. That's why Investment Performance Measurement: Evaluating and Presenting Results the second essential title in the CFA Institute Investment Perspectives series has been created. CFA Institute has a long tradition of publishing content from industry thought leaders, and now this new collection offers unparalleled guidance to those working in the rapidly evolving field of investment management. Drawing from the Research Foundation of CFA Institute, the Financial Analysts Journal, CFA Institute Conference Proceedings Quarterly, CFA Magazine, and the CIPM curriculum, this reliable resource taps into the vast store of knowledge of some of today's most prominent thought leaders from industry professionals to respected academics who have focused on investment performance evaluation for a majority of their careers. Divided into five comprehensive parts, this timely volume opens with an extensive overview of performance measurement, attribution, and appraisal. Here, you'll become familiar with everything from the algebra of time-weighted and money-weighted rates of return to the objectives and techniques of performance appraisal. After this informative introduction, Investment Performance Measurement moves on to: Provide a solid understanding of the theoretical grounds for benchmarking and the trade-offs encountered during practice in Part II: Performance Measurement Describe the different aspects of attribution analysis as well as the determinants of portfolio performance in Part III: Performance Attribution Address everything from hedge fund risks and returns to fund management changes and equity style shifts in Part IV: Performance Appraisal Recount the history and explain the provisions of the GIPS standards with attention paid to the many practical issues that arise in the course of its implementation in Part V: Global Investment Performance Standards Filled with invaluable insights from more than fifty experienced contributors, this practical guide will enhance your understanding of investment performance measurement and put you in a better position to present and evaluate results in the most effective way possible.
Download or read book Do Investment Regulations Compromise Pension Fund Performance written by Pulle Subrahmanya Srinivas and published by World Bank Publications. This book was released on 1999-01-01 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: " "Draconian" regulations have created distortions in asset management, limited opportunities for diversification, and, as a consequence have hampered, the performance of pension funds." This volume shows that the return to retirement assets, expected replacement rates, and, hence, the net welfare gain from pension reform is lower under a draconian regulatory framework than under a more liberal pension fund investment regime. Important policy conclusions of the paper are that existing regulatory regimes should be liberalized as soon as possible to allow pension fund investments in a wider array of financial instruments and that regulations should require evaluation of pension fund performance against market benchmarks as opposed to exclusive focus on comparisons with industry averages. The paper also suggests a review of the current structure of the private pension fund industry in Latin America and an evaluation against alternatives in the light of actual performance experience.
Download or read book Handbook of Hedge Funds written by François-Serge Lhabitant and published by John Wiley & Sons. This book was released on 2011-03-23 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the burgeoning hedge fund industry Intended as a comprehensive reference for investors and fund and portfolio managers, Handbook of Hedge Funds combines new material with updated information from Francois-Serge L’habitant’s two other successful hedge fund books. This book features up-to-date regulatory and historical information, new case studies and trade examples, detailed analyses of investment strategies, discussions of hedge fund indices and databases, and tips on portfolio construction. Francois-Serge L’habitant (Geneva, Switzerland) is the Head of Investment Research at Kedge Capital. He is Professor of Finance at the University of Lausanne and at EDHEC Business School, as well as the author of five books, including Hedge Funds: Quantitative Insights (0-470-85667-X) and Hedge Funds: Myths & Limits (0-470-84477-9), both from Wiley.
Download or read book Venture Capital Private Equity and the Financing of Entrepreneurship written by Josh Lerner and published by John Wiley & Sons. This book was released on 2023-05-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the newly revised second edition of Venture Capital, Private Equity, and the Financing of Entrepreneurship, a dedicated team of researchers and professionals delivers an authoritative and comprehensive account of the world of active investing. This important work demonstrates how venture capitalists and private equity investors do business and create value for entrepreneurs, shareholders, and other stakeholders. The authors, drawing on decades of combined experience studying and participating in the private equity markets, discuss the players, dynamics, and the incentives that drive the industry. They also describe various possibilities for the future development of private equity. This latest edition is perfect for advanced undergraduate students of finance and business, as well as MBA students seeking an insightful and accessible textbook describing the private equity markets.
Download or read book Investing with Anthony Bolton written by Jonathan Davis and published by Harriman House Limited. This book was released on 2011-01-20 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Who is the most successful investment manager in Britain? Arguments could rage forever, but no professional would dispute that Anthony Bolton of Fidelity is among the very best. £1,000 invested in his Special Situations fund at its launch in 1979 was worth more than £125,000 twenty seven years later. No other mainstream UK fund manager has put together such a consistently impressive performance over such a long period. The 125-fold increase represents an average compound growth rate of more than 20% per annum, or 7% per annum greater than the FTSE All-Share Index over the same period. This track record of sustained outperformance stands comparison with that of the greatest American investment superstars such as Warren Buffett and Peter Lynch. For many years, until the fund was voluntarily split in 2006, Fidelity Special Situations was easily the largest and most popular fund in the UK. What are the secrets of Anthony Bolton's success? This important book, now fully revised and updated, takes an in-depth look at the way that Bolton goes about his business and analyses in detail the fund's outstanding performance. Anthony Bolton gives his own personal account of the history of the fund, explains why he believes his contrarian stockpicking methods have worked so well for so long and summarises the lessons he has learnt from his long and succesful career. This book is required reading for anyone with a personal or professional interest in investment. - Fully revised and updated second edition with 25 pages of new material and graphics. - The only full-length book to analyse in detail the strategies and techniques used by the UK's number one professional investor. - Detailed analysis of the performance of his funds and the lessons that investors can draw from its exceptional track record. - Written jointly by Anthony Bolton and one of the UK's best known financial authors, a leading authority on the fund management business.
Download or read book A Random Walk Down Wall Street The Time Tested Strategy for Successful Investing Ninth Edition written by Burton G. Malkiel and published by W. W. Norton & Company. This book was released on 2007-12-17 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated with a new chapter that draws on behavioral finance, the field that studies the psychology of investment decisions, the bestselling guide to investing evaluates the full range of financial opportunities.
Download or read book The Routledge Companion to Management Buyouts written by Mike Wright and published by Routledge. This book was released on 2018-09-03 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management Buyouts (MBOs) first came to prominence in the US during the early 1980s, and have subsequently become a global phenomenon and a highly significant transaction within the corporate restructuring landscape Although much recent attention has focused on private equity (PE) backed buyouts, these are only a subset of the total MBO market. The Routledge Companion to Management Buyouts takes a much broader definition, reviewing the current state of research and theory and where further developments are likely to occur and incorporating PE and non-PE backed buyouts, as well as variations such as management buy-ins and management-employee buyouts. It goes beyond the purely financial perspective, exploring the many different aspects of management buyouts and incorporating related disciplines including strategy, organizational change, and HRM providing the first truly comprehensive authoritative resource on the topic. Expertly edited, and drawing on international scholarship, this unique volume will be an invaluable sourcebook on MBOs for researchers and advanced students as well as those interested in the broader areas of corporate restructuring and ownership change.
Download or read book The Handbook of Equity Market Anomalies written by Leonard Zacks and published by John Wiley & Sons. This book was released on 2011-08-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Investment pioneer Len Zacks presents the latest academic research on how to beat the market using equity anomalies The Handbook of Equity Market Anomalies organizes and summarizes research carried out by hundreds of finance and accounting professors over the last twenty years to identify and measure equity market inefficiencies and provides self-directed individual investors with a framework for incorporating the results of this research into their own investment processes. Edited by Len Zacks, CEO of Zacks Investment Research, and written by leading professors who have performed groundbreaking research on specific anomalies, this book succinctly summarizes the most important anomalies that savvy investors have used for decades to beat the market. Some of the anomalies addressed include the accrual anomaly, net stock anomalies, fundamental anomalies, estimate revisions, changes in and levels of broker recommendations, earnings-per-share surprises, insider trading, price momentum and technical analysis, value and size anomalies, and several seasonal anomalies. This reliable resource also provides insights on how to best use the various anomalies in both market neutral and in long investor portfolios. A treasure trove of investment research and wisdom, the book will save you literally thousands of hours by distilling the essence of twenty years of academic research into eleven clear chapters and providing the framework and conviction to develop market-beating strategies. Strips the academic jargon from the research and highlights the actual returns generated by the anomalies, and documented in the academic literature Provides a theoretical framework within which to understand the concepts of risk adjusted returns and market inefficiencies Anomalies are selected by Len Zacks, a pioneer in the field of investing As the founder of Zacks Investment Research, Len Zacks pioneered the concept of the earnings-per-share surprise in 1982 and developed the Zacks Rank, one of the first anomaly-based stock selection tools. Today, his firm manages U.S. equities for individual and institutional investors and provides investment software and investment data to all types of investors. Now, with his new book, he shows you what it takes to build a quant process to outperform an index based on academically documented market inefficiencies and anomalies.
Download or read book Manager Selection written by Scott Stewart and published by . This book was released on 2015 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manager selection is a critical step in implementing any investment program. Investors hire portfolio managers to act as their agents, and portfolio managers are then expected to perform to the best of their abilities and in the investors' best interests. Investors must practice due diligence when selecting portfolio managers. They need to not only identify skillful managers, but also determine the appropriate weights to assign to those managers. This book is designed to help investors improve their ability to select managers. Achieving this goal includes reviewing techniques for hiring active, indexed, and alternative managers; highlighting strategies for setting portfolio manager weights and monitoring current managers; and considering the value of quantitative and qualitative methods for successful manager selection.
Download or read book Performance Evaluation of Hedge Funds written by Greg N. Gregoriou and published by Beard Books. This book was released on 2003 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains incisive articles dealing with quantitative and qualitative analyses of hedge funds.
