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Book Essays in Positive Investment Management

Download or read book Essays in Positive Investment Management written by Pascal Blanqué and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author reports on situations experienced by investors which clearly break the rules and norms of accepted rationality, for example when a fall in the price of an asset is accompanied, contrary to the classical hypotheses, by a fall in demand. He outlines a general theory for the fields of choice and the marginal rates of substitution within the framework of a specific referential of the economic subject, of a psychological nature and structured by time-values, and the framework of a limited rationality. In this important and timely book, Blanqué made a powerful claim for positive investment in order to avoid fanciful illusions. He assigned it the task of understanding what is happening in today's world. Blanqué argued that the investment world contains many elements of a fairy tale and showed that a mere confrontation with reality leaves its mark on the impressive procession of theoretical, sacred cows, of established beliefs and truths. As does the confrontation with crises.

Book Financial Information Analysis

Download or read book Financial Information Analysis written by Philip O'Regan and published by Routledge. This book was released on 2015-10-16 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: The accounting landscape shifted following the era of global financial crisis and accounting information continues to play a vital role. Philip O’Regan’s authoritative textbook provides readers with the tools and techniques to fruitfully analyse accounting and financial data. Updated to reflect changes in corporate governance, regulatory frameworks and new forms of IFRS, the text continues to shed light on the growing emphasis placed on the role of accounting information in formulating financial strategy. Features which add value to this third edition of Financial Information Analysis include case studies in every chapter with numerous supporting articles from the major financial presses, questions for review, and a comprehensive companion website. This essential textbook is core reading for advanced undergraduate and postgraduate students of finance and accounting.

Book Two Essays on the Behavior of Mutual Fund Managers

Download or read book Two Essays on the Behavior of Mutual Fund Managers written by Jongwan Bae and published by . This book was released on 2014 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: I conduct two studies that investigate the behavioral characteristics of mutual fund managers. First study, The Performance of Mutual Funds on Private Information, looks at the dimension of investment skills of fund managers. The investment skills of mutual fund managers can be assessed by their ability to generate private information. In this study, by investigating the simultaneous actions of fund managers and corporate managers, we estimate how much the actions of fund managers can be attributed to private information. Using the information of insiders' transactions as a proxy for the managers' private information, our performance measure, PS (Private Shares), captures variations in skills among fund managers, suggesting that the funds with higher PS outperform the funds with lower PS. The finding that PS is positively related to future fund performance is consistent with our conjecture that fund managers who actively trade on private information have better managerial skills than the ones that do not trade on private information. In the second study, Impact of Religious Belief on Asset Management Industry, we investigate the effects of religion on the investing behavior of fund managers. We propose a measure of corporate social responsibility propensity (CSRP) by fund managers that captures the level of a manager's tendency to invest in firms that engage in socially responsible activities. Grounded in the basis of ethics and morality, religious belief is shown to have a positive impact on a fund manager's investment in firms with good corporate social responsibility (CSR) performance. The positive association between religiosity and CSRP is particularly strong in the sample of non-institutional funds. On the performance aspect, we find that funds in the highly religious region with a higher propensity to invest in socially responsible firms tend to exhibit future performance deterioration. Our results suggest that local religiosity has a significant impact on the investing behavior of fund managers.

Book Factor Investing

Download or read book Factor Investing written by Emmanuel Jurczenko and published by Elsevier. This book was released on 2017-10-17 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edited volume consists of a collection of original articles written by leading industry experts in the area of factor investing.The chapters introduce readers to some of the latest research developments in the area of equity and alternative investment strategies.Each chapter deals with new methods for constructing and harvesting traditional and alternative risk premia, building strategic and tactical multifactor portfolios, and assessing related systematic investment performances. This volume will be of help to portfolio managers, asset owners and consultants, as well as academics and students who want to improve their knowledge and understanding of systematic risk factor investing. A practical scope An extensive coverage and up-to-date researcch contributions Covers the topic of factor investing strategies which are increasingly popular amongst practitioners

Book Mission Investing

Download or read book Mission Investing written by Tizian M. A. Fritz and published by BoD – Books on Demand. This book was released on 2024-02-16 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis examines the concept of mission investing (MI) and thus the role the mission of nonprofit organizations (NPO) plays when fungible financial assets are invested. In contrast to the traditional separation of programming and investment policies, MI stands for the explicit inclusion of the organization's mission into financial decisionmaking. Although initially developed in the context of grantmaking foundations, the concept of MI can be applied to any NPO with fungible assets. NPO as mission-driven organizations differ substantially from regular "for-profit" companies in the way they evaluate organizational performance. Therefore, questions regarding the assessment of desirability and the evaluation of investment opportunities arise. This thesis consists of four articles which all answer a different sub-question regarding the concept and logic of MI and thus adds to a more profound understanding of nonprofit investment management and complements existing theoretical analyses with empirical findings on value-based portfolio selection. In their exploratory approach, these four essays contribute to a holistic understanding of how investment decisions within a mission-oriented organization should be planned and evaluated - independent of their social or financial nature. In applying a logic framework approach, it is shown that the strict separation of social (such as grants) and financial investments within NPO leads to a misallocation of scarce resources. Only by judging both types of investments based on their combined ultimate mission-related impact, an optimal allocation of the initial inputs can be achieved. Thanks to the linkage of both, social and financial investments, the evaluation of investments within NPO is not about either financial return or impact only, but everything in between (i.e., hybrid investments, such as venture philanthropy or impact investments). Further, this thesis also bridges linguistic gaps between nonprofit research and finance and supplies practitioners with insights on how to structure investment processes in NPO and what effects they may expect from mission-based portfolio selection. This allows for a more effective allocation of tax-exempt funds in terms of achieving higher degrees of mission-effectiveness.

Book Investment Management  Security Analysis and Portfolio Management   19th Ed

Download or read book Investment Management Security Analysis and Portfolio Management 19th Ed written by V.K.Bhalla and published by S. Chand Publishing. This book was released on 2008-06 with total page 1112 pages. Available in PDF, EPUB and Kindle. Book excerpt: SECURITY ANALYSIS AND PORTFOLIO MANAGEMENT. This 5th Edition , is thoroughly revised and updated. It describes techniques, vehicles, and strategies of the funds of an individual investor(s).For the students of Management, Commerce, Professional Course of CA, CS, ICWA, Professional of Financial Institutions and Policy Makers.

Book Three Essays on the Performance of Investment Management Companies

Download or read book Three Essays on the Performance of Investment Management Companies written by Srinidhi Kanuri and published by . This book was released on 2015 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the first essay, we evaluate the performance of commodity mutual funds. The use of commodities to hedge inflation risk and diversify portfolios is generally considered to be an important consideration for portfolio management. Direct investment in commodities or commodity derivatives requires that investors have significant assets and/or expertise in these commodities or their respective derivatives markets. As an alternative to direct investment, investors in recent years have increasingly resorted to the use of commodity based mutual funds. At issue is the question of whether or not these funds are delivering the benefits investors expect. In this paper we evaluate the performance, persistence, market timing and selectivity of four categories of mutual funds whose returns are based on commodity prices over the time period from each fund's inception through December, 2012. Our results indicate that these funds have not been able to create positive alphas for their investors; have negative or insignificant performance persistence; and have no market timing ability. Some of the categories of funds, however do exhibit some selectivity. We did find that when these commodity based funds' performance was evaluated during specific time periods of market downturns (e.g., the 2000 stock market downturn and the 2007 financial crisis), their performance was significantly positive which indicates that these funds provide a good hedge during bear markets/financial crises. The second essay evaluates the performance and diversification benefits of international ETFs for U.S. investors during and after the recent financial crisis. Our results show that U.S. ETFs outperform all categories of international ETFs for the period of our study (January 2008 - June 2013); they have higher average monthly returns, lower risk (standard deviation of returns), higher risk-adjusted performance (Sharpe, Sortino, and Treynor ratios) and the highest cumulative returns over the entire period. When we form equally weighted portfolios of each ETF category and compute their risk-adjusted performance, we again find that U.S. ETF portfolios had the best performance for the entire period. We also find that U.S. ETFs have the lowest tracking error during the entire period. Most of these ETFs passively track the benchmark and do not manage for positive alpha. Previous research has questioned the diversification benefits of international investing during times of financial distress. We find that international ETFs are highly dependent on major U.S. indices, therefore, they offer limited diversification benefits for U.S. investors. "In business, I look for economic castles protected by unbreachable 'moats'." Warren Buffett The third essay evaluates the performance of Wide Moat stocks. Companies that have sustainable competitive advantages should be able to create a barrier (moat) to prevent or lessen competition from other firms. The wider the moat the greater the barrier and the more secure the company's profitability. Using the Morningstar classification of "Wide Moat" stocks, we construct annually rebalanced equal- and value-weighted portfolios to analyze their performance in order to determine if they deliver superior performance relative to standard benchmark portfolios. The period for our analysis extends from June 2002 through May 2014. We find that the "Wide Moat" portfolios outperform both the S & P 500 and Russell 3000 indices generating higher average monthly and annualized returns, Sharpe Ratio, Sortino Ratio, Treynor Ratio, Omega Ratio, Upside Potential Ratio, M2, M2 Alpha and cumulative returns. When we compute alpha using Carhart four-factor and Fama-French five-factor models, we find that "Wide Moat" portfolios had significantly positive risk-adjusted alphas with both the models. "Wide Moat" portfolios also lost less value during the 2007-2009 financial crisis compared to both S & P 500 and Russell 3000. In conclusion, we find that "Wide Moat" stocks have created significant value for their investors over the course of our study.

Book The Space Value of Money

Download or read book The Space Value of Money written by Armen V. Papazian and published by Springer Nature. This book was released on 2022-09-03 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Space Value of Money introduces a fresh and innovative perspective on sustainability and finance. It expands our financial value framework, heretofore built around risk and time, by factoring in space, as an analytical dimension and our physical context. The proposed principle and metrics entrench our responsibility for space impact into our value equations, making finance inherently sustainable and acting as a theoretical bridge between core finance theory and the growing field of sustainable finance or ESG integration. The book offers a novel approach to value design, measurement, and creation, discussing the theoretical, mathematical, institutional, technological and data elements of the transformation. The Space Value of Money principle and metrics offer us the opportunity to adjust our financial value framework and transform human productivity in line with our sustainability targets. They also enable the design and engineering of the financial instruments that can help us address our evolutionary challenges/investment, like the transition to Net Zero. “Every once in a while, a book comes along that makes a fundamental contribution that is both profound and practical. A book that every member of the National Space Council, including the NASA Administrator and the Space Force chief of space operations should read. The Space Value of Money will be of interest to ESG and impact investors, government regulators, financial theorists, and outer space enthusiasts.” —Lt Col Peter Garretson, Senior Fellow in Defense Studies at the American Foreign Policy Council “No doubt, the pressing environmental challenges we face make the concept of the space impact of investments even more compelling.” —Dr. Pascal Blanqué, Chairman of Amundi Institute, Former Group CIO of Amundi Asset Management “The Space Value of Money brings much needed conceptual rigour, whilst further advocating the case for a new paradigm shift in financial valuation. This work gives us the lasting frameworks that aggregate impact across all spatial dimensions. Dr. Papazian culminates over ten years of research in this rich book, providing the springboard for further innovation and system implementation in this area.” —Domenico Del Re, Director, Sustainability and Climate Change, PwC “Enthralling and captivating. Papazian offers a clear, thorough, and comprehensive discussion. The Space Value of Money gives us an opportunity to reframe our thinking and to explore what is possible. A great read!” —Daud Vicary, Founding Trustee of the Responsible Finance and Investment Foundation “Armen has developed a novel way to create financial models that are better suited to dealing with the many parameters required if we are to properly consider environmental factors and sustainability in economics and finance. I have found this engaging and look forward to seeing its future use.” —Dr. Keith Carne, First Bursar, King’s College, Cambridge University

Book Hazardous Forecasts and Crisis Scenario Generator

Download or read book Hazardous Forecasts and Crisis Scenario Generator written by Arnaud Clément-Grandcourt and published by Elsevier. This book was released on 2015-10-06 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a crisis scenario generator with black swans, black butterflies and worst case scenarios. It is the most useful scenario generator that can be used to manage assets in a crisis-prone period, offering more reliable values for Value at Risk (VaR), Conditional Value at Risk (CVaR) and Tail Value at Risk (TVaR). Hazardous Forecasts and Crisis Scenario Generator questions how to manage assets when crisis probability increases, enabling you to adopt a process for using generators in order to be well prepared for handling crises. Evaluates risk-oriented philosophy, forecast risk-oriented philosophy and its processes Features scenario-building processes, with an emphasis on main and extreme scenarios Discusses asset management processes using a generator methodology to avoid risk understatement and increase optimization.

Book Moving Forward

    Book Details:
  • Author : Nicolas P. Retsinas
  • Publisher : Brookings Institution Press
  • Release : 2011-01-01
  • ISBN : 0815705042
  • Pages : 274 pages

Download or read book Moving Forward written by Nicolas P. Retsinas and published by Brookings Institution Press. This book was released on 2011-01-01 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Brookings Institution Press and Harvard University Joint Center for Housing Studies publication The recent collapse of the mortgage market revealed fractures in the credit market that have deep roots in the system's structure, conduct, and regulation. The time has come for a clear-eyed assessment of what happened and how the system should be strengthened and restructured. Such reform will have a profound and lasting impact on the capacity of Americans to use credit to build assets and finance consumption. Moving Forward explores what caused the crisis and, more important, focuses on the path ahead. The challenge remains the same as ever: protect consumers, ensure fairness, and guarantee soundness of the financial system without stifling innovation and overly restricting access to credit and consumer choice. Nicolas Retsinas, Eric Belsky, and their colleagues aim to stimulate debate based on analysis of the opportunities and challenges presented by the various components of global capital markets: financial engineering, risk assessment and management, specialization of financial intermediation, and marketing methods. The contributors—leaders in business, government, academia, and the nonprofit sector—discuss new research and ideas about the future of credit markets, including how improvements might be shaped by industry leaders. Contributors: John Y. Campbell, Harvard University; Marsha J. Courchane, Charles River Associates; Ren Essene, Federal Reserve Board; Allen Fishbein, Federal Reserve Board; Howell E. Jackson, Harvard Law School; Melissa Koide, Center for Financial Services Innovation; Michael Lea, San Diego State University; Eugene Ludwig, Promontory Financial Group; Brigitte C. Madrian, Harvard Kennedy School; Nela Richardson, Joint Center for Housing Studies of Harvard University; Rachel Schneider, Center for Financial Services Innovation; Peter Tufano, Harvard Business School; Peter M. Zorn, Freddie Mac

Book Investment Management  Stewardship and Sustainability

Download or read book Investment Management Stewardship and Sustainability written by Iris H-Y Chiu and published by Bloomsbury Publishing. This book was released on 2023-02-09 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together thought leadership from academia and leading figures in asset management in key global jurisdictions, to pool together insights regarding the transformative visions and challenges for modern investment management, as well as best practices that realise the policy objectives in regulation and soft law. The world of investment management is being challenged by new legal, regulatory and soft law developments to demonstrate that their practices cohere with the long-term needs of the saving population as well as public interest needs in financing global sustainability and social development. The chapters in this book uniquely bring together the views of academia and practice on the key developments that can transform the law and practice of investment management, including the EU's new sustainable finance reform package, the UK Stewardship Code 2020, and developments in the US regarding the fit between fiduciary law for investment management and modern sustainability concerns. The book brings together the best of both worlds–critical thoughtful perspectives from academia and qualitative insight from the investment management industry. It will be of interest to researchers in law, investment management, business and management, practitioners in the investment management industry and their legal advisers, and policy-makers in the EU, UK and beyond who are grappling with the appropriate governance paradigms for bringing about more sustainable outcomes globally.

Book Portfolio Construction  Measurement  and Efficiency

Download or read book Portfolio Construction Measurement and Efficiency written by John B. Guerard, Jr. and published by Springer. This book was released on 2016-09-23 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, inspired by and dedicated to the work of pioneering investment analyst, Jack Treynor, addresses the issues of portfolio risk and return and how investment portfolios are measured. In a career spanning over fifty years, the primary questions addressed by Jack Treynor were: Is there an observable risk-return trade-off? How can stock selection models be integrated with risk models to enhance client returns? Do managed portfolios earn positive, and statistically significant, excess returns and can mutual fund managers time the market? Since the publication of a pair of seminal Harvard Business Review articles in the mid-1960’s, Jack Treynor has developed thinking that has greatly influenced security selection, portfolio construction and measurement, and market efficiency. Key publications addressed such topics as the Capital Asset Pricing Model and stock selection modeling and integration with risk models. Treynor also served as editor of the Financial Analysts Journal, through which he wrote many columns across a wide spectrum of topics. This volume showcases original essays by leading researchers and practitioners exploring the topics that have interested Treynor while applying the most current methodologies. Such topics include the origins of portfolio theory, market timing, and portfolio construction in equity markets. The result not only reinforces Treynor’s lasting contributions to the field but suggests new areas for research and analysis.

Book Manager Selection

    Book Details:
  • Author : Scott Stewart
  • Publisher :
  • Release : 2015
  • ISBN :
  • Pages : 148 pages

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.

Book Finance and Economy for Society

Download or read book Finance and Economy for Society written by Sharam Alijani and published by Emerald Group Publishing. This book was released on 2016-12-22 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest volume of Critical Studies on Corporate Responsibility, Governance and Sustainability examines the social, economic and environmental impacts of corporations, and the real effects of corporate governance, CSR and business sustainability on societies in different regions.

Book Three Essays on Information Production and Monitoring Role of Institutional Investors

Download or read book Three Essays on Information Production and Monitoring Role of Institutional Investors written by Xiaorong Ma and published by . This book was released on 2017-01-26 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation, "Three Essays on Information Production and Monitoring Role of Institutional Investors" by Xiaorong, Ma, 马笑蓉, was obtained from The University of Hong Kong (Pokfulam, Hong Kong) and is being sold pursuant to Creative Commons: Attribution 3.0 Hong Kong License. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation. All rights not granted by the above license are retained by the author. Abstract: This thesis includes one essay about the information production of institutional investors and two essays about the monitoring role of institutional investors. The first essay empirically examines the association between investor base and information production in the context of stock splits. Using the proportion of 13F filers as the proxy for the size of investor base, we show that three proxies for stock price informativeness, adjusted probability of information-based trading (AdjPIN), price non-synchronicity and probability of information-based trading (PIN), decrease significantly due to enlarged investor base after stock splits. It suggests that institutional investors are less incentivized to gather firm specific information when firm''s investor base expands, which is consistent with the "risk sharing hypothesis," proposed by Peress (2010). Furthermore, we find that the change of the price informativeness around splits is negatively related to the magnitude of positive return drifts following splits. This result is consistent with the notion that less information incorporated in stock prices results in a sluggish response by the market to corporate event. The second essay empirically identifies an external corporate governance mechanism through which the institutional trading improves firm value and disciplines managers from conducting value-destroying behaviors. We propose a reward-punishment intensity (RPI) measure based on institutional investors'' absolute position changes, and find it is positively associated with firm''s subsequent Tobin''s Q. Importantly, we find that firms with higher RPI exhibit less subsequent empire building and earnings management. It suggests that the improved firm values can be attributed to the discipline effect of institutional trading on managers, which is in line with the argument of "Governance Through Trading." Furthermore, we find that the exogenous liquidity shock of decimalization augments the governance effect of institutional trading. We also find that the discipline effect is more pronounced for firms with lower institutional ownership concentration, higher stock liquidity, and higher managers'' wealth-performance sensitivity, which further supports the notion that institutional trading could exert discipline on a manager. The third essay focuses on a particular type of institutional investor, short sellers, and explores the discipline effect of short selling on managerial empire building. Employing short-selling data from 2002-2012, we find a significantly negative association between the lending supply in the short-selling market and the subsequent abnormal capital investment. Besides, we find a positively significant association between the lending supply and the mergers and acquisitions announcement returns of acquiring firms. These results suggest that the short-selling potential could deter managers from conducting over-investment and value-destroying acquisitions. In addition, the discipline effect is stronger for firms with higher managers'' wealth-performance-sensitivity, for firms with lower financial constraints, and for stock-financed acquisition deals. Finally, firms with higher lending supply also have higher Tobin''s Q in the subsequent year. These results indicate that short-selling is another important external governance force. DOI: 10.5353/th_b5066226 Subjects: Institutional i

Book Asset Bubbles

    Book Details:
  • Author : Bradley Jones
  • Publisher : International Monetary Fund
  • Release : 2015-02-11
  • ISBN : 1498367801
  • Pages : 59 pages

Download or read book Asset Bubbles written by Bradley Jones and published by International Monetary Fund. This book was released on 2015-02-11 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: In distilling a vast literature spanning the rational— irrational divide, this paper offers reflections on why asset bubbles continue to threaten economic stability despite financial markets becoming more informationally-efficient, more complete, and more heavily influenced by sophisticated (i.e. presumably rational) institutional investors. Candidate explanations for bubble persistence—such as limits to learning, frictional limits to arbitrage, and behavioral errors—seem unsatisfactory as they are inconsistent with the aforementioned trends impacting global capital markets. In lieu of the short-term nature of the asset owner—manager relationship, and the momentum bias inherent in financial benchmarks, I argue that the business risk of asset managers acts as strong motivation for institutional herding and ‘rational bubble-riding.’ Two key policy implications follow. First, procyclicality could intensify as institutional assets under management continue to grow. Second, remedial policies should extend beyond the standard suite of macroprudential and monetary measures to include time-invariant policies targeted at the cause (not just symptom) of the problem. Prominent among these should be reforms addressing principal-agent contract design and the implementation of financial benchmarks.

Book Asset Management  Tools And Issues

Download or read book Asset Management Tools And Issues written by Frank J Fabozzi and published by World Scientific. This book was released on 2020-12-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Long gone are the times when investors could make decisions based on intuition. Modern asset management draws on a wide-range of fields beyond financial theory: economics, financial accounting, econometrics/statistics, management science, operations research (optimization and Monte Carlo simulation), and more recently, data science (Big Data, machine learning, and artificial intelligence). The challenge in writing an institutional asset management book is that when tools from these different fields are applied in an investment strategy or an analytical framework for valuing securities, it is assumed that the reader is familiar with the fundamentals of these fields. Attempting to explain strategies and analytical concepts while also providing a primer on the tools from other fields is not the most effective way of describing the asset management process. Moreover, while an increasing number of investment models have been proposed in the asset management literature, there are challenges and issues in implementing these models. This book provides a description of the tools used in asset management as well as a more in-depth explanation of specialized topics and issues covered in the companion book, Fundamentals of Institutional Asset Management. The topics covered include the asset management business and its challenges, the basics of financial accounting, securitization technology, analytical tools (financial econometrics, Monte Carlo simulation, optimization models, and machine learning), alternative risk measures for asset allocation, securities finance, implementing quantitative research, quantitative equity strategies, transaction costs, multifactor models applied to equity and bond portfolio management, and backtesting methodologies. This pedagogic approach exposes the reader to the set of interdisciplinary tools that modern asset managers require in order to extract profits from data and processes.