Download or read book Exploiting Investor Sentiment for Portfolio Optimization written by Nicolas Banholzer and published by GRIN Verlag. This book was released on 2018-09-17 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2018 in the subject Mathematics - Statistics, grade: 1.0, University of Augsburg (Wirtschaftswissenschaftliche Fakultät, Lehrstuhl für Statistik), language: English, abstract: In efficient financial markets, there is no room for sentimental investors. Any new information would be immediately absorbed and any mispricing immediately corrected by the forces of rational arbitrageurs doing the maths with the fundamentals. But why should financial markets be different from any other market where humans interact and are subject to psychological biases? There is strong empirical evidence that investor sentiment, broadly defined as "a belief about future cash flows and investment risks that is not justified by the facts at hand", plays an important role in financial markets. It can lead to significant overpricing/underpricing, particularly of assets prone to subjective valuations. With limits/risks to arbitrage in the short term, prices rather correct over the medium to long term as sentimental beliefs mean-revert. Building on the studies by Baker and Wurgler 2006 and Baker, Wurgler, and Y. Yuan 2012, measures of investor sentiment for international markets are constructed. Using the Copula Opinion Pooling approach developed by Attilio Meucci, this thesis shows how to incorporate these sentiment measures into portfolio optimization. Thereby, a sentiment-based trading strategy that exploits the medium-term reversal effect of sentiment is developed and empirically tested. The results are promising as they provide strong evidence that sentiment contains beneficial information that should not be neglected by quantitative portfolio managers.

Download or read book Wiley s Level III CFA Program 11th Hour Final Review Study Guide 2020 written by Wiley and published by John Wiley & Sons. This book was released on 2020-03-10 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The CFA Institute has announced that all 2021 exams will continue to reflect the official 2020 curriculum. Wiley's 11th Hour Final Review Guide for 2020 Level III CFA Exam compacts all readings tested on the 2020 CFA exam into one portable volume. Organized in order, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. "The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable—it's an absolute must-have for every Level I candidate." —Ameer, UK "The eleventh hour guide was a great help." —Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." —Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." —Doug, UK

Download or read book The Cross section of Stock Returns written by Stijn Claessens and published by World Bank Publications. This book was released on 1995 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Current State of Quantitative Equity Investing written by Ying L. Becker and published by CFA Institute Research Foundation. This book was released on 2018-05-10 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative equity management techniques are helping investors achieve more risk efficient and appropriate investment outcomes. Factor investing, vetted by decades of prior and current research, is growing quickly, particularly in in the form of smart-beta and ETF strategies. Dynamic factor-timing approaches, incorporating macroeconomic and investment conditions, are in the early stages but will likely thrive. A new generation of big data approaches are rendering quantitative equity analysis even more powerful and encompassing.

Download or read book Risk Analysis and Portfolio Modelling written by Elisa Luciano and published by MDPI. This book was released on 2019-10-16 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Risk Measurement is a challenging task, because both the types of risk and the techniques evolve very quickly. This book collects a number of novel contributions to the measurement of financial risk, which address either non-fully explored risks or risk takers, and does so in a wide variety of empirical contexts.

Download or read book Wiley 11th Hour Guide for 2017 Level III CFA Exam written by Wiley and published by John Wiley & Sons. This book was released on 2017-04-17 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wiley's 11th Hour Final Review Guide for 2017 Level III CFA Exam compacts all thirty-two readings tested on the 2017 CFA exam into one portable volume. Organized in order from Reading #1 to #32, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. “The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable— it’s an absolute must-have for every Level I candidate.” - Ameer, UK “The eleventh hour guide was a great help.” - Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." - Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." - Doug, UK

Download or read book Advanced Quantitative Finance written by William Johnson and published by HiTeX Press. This book was released on 2024-10-18 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Advanced Quantitative Finance: Trading, Risk, and Portfolio Optimization" unfolds as an essential guide for anyone eager to delve into the sophisticated world of modern finance. This comprehensive text blends theoretical underpinnings with practical insights, offering a robust exploration of the quantitative techniques driving today's markets. Each chapter systematically demystifies complex subjects—from risk management and derivatives pricing to algorithmic trading and asset pricing models—empowering readers to grasp the nuances of financial analysis with clarity and precision. Structured for both novices and seasoned professionals, the book navigates the latest advancements in machine learning, big data analytics, and behavioral finance, presenting them as indispensable tools for the contemporary financial landscape. With a focus on actionable knowledge and strategic applications, readers will gain the proficiency needed to enhance their decision-making, optimize investment portfolios, and effectively manage risk in an ever-evolving economic environment. This book is your invitation to not only understand quantitative finance but to excel in it, unlocking new levels of insight and innovation in your financial pursuits.

Download or read book Wiley 11th Hour Guide for 2019 Level III CFA Exam written by Wiley and published by John Wiley & Sons. This book was released on 2019-04-02 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wiley's 11th Hour Final Review Guide for 2019 Level III CFA Exam compacts all of the readings tested on the 2019 CFA exam into one portable volume. Organized in order, this best-selling guide has helped thousands of candidates from over one-hundred countries pass the CFA exam. Designed to boil it all down to the crucial concepts, formulas and rules, this guide ensures candidates are familiar with the most important testable information. It's difficult to go over multiple books in the last few weeks before the exam, so Wiley's 11th Hour Review Guide does the work for you—condensing each reading down to two- to five pages. Enter the exam room with confidence and reinforce your knowledge and preparation! This comprehensive guide complements Wiley's CFA Study Guides sold separately but may be used with any review course. An effective, efficient study guide, this book prepares you to reach the next level in your career. "The Eleventh Hour Review book is simply brilliant. Virtually every sentence it contains is testable—it's an absolute must-have for every Level I candidate." —Ameer, UK "The eleventh hour guide was a great help." —Konrad, South Africa "I used your eleventh hour guide and mock exams for the last bit of my studying and greatly enjoyed your material. Out of all of the exam prep material, I thought [yours] was the best." —Thomas, USA "Thanks to the team for writing the most intelligent Chartered Financial Analyst material I have seen to date. The eleventh hour guide is absolute genius and proving very valuable at this stage of the revision process." —Doug, UK

Download or read book Proceedings of the 2nd International Conference on Recent Trends in Machine Learning IoT Smart Cities and Applications written by Vinit Kumar Gunjan and published by Springer Nature. This book was released on 2022-01-10 with total page 821 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains original, peer-reviewed research articles from the Second International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications, held in March 28-29th 2021 at CMR Institute of Technology, Hyderabad, Telangana India. It covers the latest research trends and developments in areas of machine learning, artificial intelligence, neural networks, cyber-physical systems, cybernetics, with emphasis on applications in smart cities, Internet of Things, practical data science and cognition. The book focuses on the comprehensive tenets of artificial intelligence, machine learning and deep learning to emphasize its use in modelling, identification, optimization, prediction, forecasting and control of future intelligent systems. Submissions were solicited of unpublished material, and present in-depth fundamental research contributions from a methodological/application perspective in understanding artificial intelligence and machine learning approaches and their capabilities in solving a diverse range of problems in industries and its real-world applications.

Download or read book Bayesian Methods in Finance written by Svetlozar T. Rachev and published by John Wiley & Sons. This book was released on 2008-02-13 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian Methods in Finance provides a detailed overview of the theory of Bayesian methods and explains their real-world applications to financial modeling. While the principles and concepts explained throughout the book can be used in financial modeling and decision making in general, the authors focus on portfolio management and market risk management—since these are the areas in finance where Bayesian methods have had the greatest penetration to date.

Download or read book Short Selling written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2004-11-17 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest theoretical and empirical evidence on short selling in the United States and throughout the world To get the most success out of what the finance community regards as a risky business, short sellers need high-level information. The Theory and Practice of Short Selling offers managers and investors the information they need to maximize and enhance their short selling capabilities for bigger profits. Frank Fabozzi collects a group of market experts who share their knowledge on everything from the basics to the complex in the world of short sales, including mechanics of short selling, the empirical evidence on short-selling, the implications or restrictions on short selling for investment strategies, short-selling strategies pursued by institutional investors, and identifying short-selling candidates. Frank J. Fabozzi, PhD, CFA (New Hope, PA), is the Frederick Frank Adjunct Professor of Finance at Yale University's School of Management and Editor of the Journal of Portfolio Management. He is the author or editor of over 100 books on finance and investing.

Download or read book Investing From the Top Down A Macro Approach to Capital Markets written by Anthony Crescenzi and published by McGraw Hill Professional. This book was released on 2008-09-14 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crescenzi makes frequent appearances on CNBC, Bloomberg, and NBC's “Wall Street Journal Report with Maria Bartiromo” and he has acted as advisor to members of the White House The author is a featured columnist for thestreet.com's” Real Money” and has a strong professional following The book covers all major instruments and investment choices

Download or read book Intelligent Systems Design and Applications written by Ajith Abraham and published by Springer Nature. This book was released on with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Handbook of Equity Style Management written by T. Daniel Coggin and published by John Wiley & Sons. This book was released on 2003-04-07 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fully updated guide to equity style management Pioneered by Nobel laureate William Sharpe, equity style management is derived from a correlation analysis of various equity style categories, such as value, growth, small cap, large cap and foreign stocks. In the Third Edition of The Handbook of Equity Style Management, twenty contributors from industry and academia help readers understand various equity style management issues, including equity style indices, different approaches to equity style measurement, foreign stock investing, tactical style management, behavioral aspects of equity style, and equity style benchmarks for manager selection and performance attribution. This updated edition gives readers the rationale behind equity style management, and shows how new strategies can be used to manage risk and improve returns.

Download or read book Big Data Big Analytics written by Michael Minelli and published by John Wiley & Sons. This book was released on 2013-01-22 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unique prospective on the big data analytics phenomenon for both business and IT professionals The availability of Big Data, low-cost commodity hardware and new information management and analytics software has produced a unique moment in the history of business. The convergence of these trends means that we have the capabilities required to analyze astonishing data sets quickly and cost-effectively for the first time in history. These capabilities are neither theoretical nor trivial. They represent a genuine leap forward and a clear opportunity to realize enormous gains in terms of efficiency, productivity, revenue and profitability. The Age of Big Data is here, and these are truly revolutionary times. This timely book looks at cutting-edge companies supporting an exciting new generation of business analytics. Learn more about the trends in big data and how they are impacting the business world (Risk, Marketing, Healthcare, Financial Services, etc.) Explains this new technology and how companies can use them effectively to gather the data that they need and glean critical insights Explores relevant topics such as data privacy, data visualization, unstructured data, crowd sourcing data scientists, cloud computing for big data, and much more.

Download or read book Strategic Asset Allocation in Fixed Income Markets written by Ken Nyholm and published by John Wiley & Sons. This book was released on 2008-09-15 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Matlab is used within nearly all investment banks and is a requirement in most quant job ads. There is no other book written for finance practitioners that covers this Enables readers to implement financial and econometric models in Matlab All central concepts and theories are illustrated by Matlab implementations which are accompanied by detailed descriptions of the programming steps needed All concepts and techniques are introduced from a basic level Chapter 1 introduces Matlab and matrix algebra, it serves to make the reader familiar with the use and basic capabilities if Matlab. The chapter concludes with a walkthrough of a linear regression model, showing how Matlab can be used to solve an example problem analytically and by the use of optimization and simulation techniques Chapter 2 introduces expected return and risk as central concepts in finance theory using fixed income instruments as examples, the chapter illustrates how risk measures such as standard deviation, Modified duration, VaR, and expected shortfall can be calculated empirically and in closed form Chapter 3 introduces the concept of diversification and illustrates how the efficient investment frontier can be derived - a Matlab is developed that can be used to calculate a given number of portfolios that lie on an efficient frontier, the chapter also introduces the CAPM Chapter 4 introduces econometric tools: principle component analysis is presented and used as a prelude to yield-curve factor models. The Nelson-Siegel model is used to introduce the Kalman-Filter as a way to add time-series dynamics to the evolution of yield curves over time, time series models such as Vector Autoregression and regime-switching are also presented Supported by a website with online resources - www.kennyholm.com where all Matlab programs referred to in the text can be downloaded. The site also contains lecture slides and answers to end of chapter exercises

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.