Download or read book Online Portfolio Selection written by Bin Li and published by CRC Press. This book was released on 2018-10-30 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the aim to sequentially determine optimal allocations across a set of assets, Online Portfolio Selection (OLPS) has significantly reshaped the financial investment landscape. Online Portfolio Selection: Principles and Algorithms supplies a comprehensive survey of existing OLPS principles and presents a collection of innovative strategies that leverage machine learning techniques for financial investment. The book presents four new algorithms based on machine learning techniques that were designed by the authors, as well as a new back-test system they developed for evaluating trading strategy effectiveness. The book uses simulations with real market data to illustrate the trading strategies in action and to provide readers with the confidence to deploy the strategies themselves. The book is presented in five sections that: Introduce OLPS and formulate OLPS as a sequential decision task Present key OLPS principles, including benchmarks, follow the winner, follow the loser, pattern matching, and meta-learning Detail four innovative OLPS algorithms based on cutting-edge machine learning techniques Provide a toolbox for evaluating the OLPS algorithms and present empirical studies comparing the proposed algorithms with the state of the art Investigate possible future directions Complete with a back-test system that uses historical data to evaluate the performance of trading strategies, as well as MATLAB® code for the back-test systems, this book is an ideal resource for graduate students in finance, computer science, and statistics. It is also suitable for researchers and engineers interested in computational investment. Readers are encouraged to visit the authors’ website for updates: http://olps.stevenhoi.org.

Download or read book The White Coat Investor written by James M. Dahle and published by White Coat Investor LLC the. This book was released on 2014-01 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a practicing emergency physician, The White Coat Investor is a high-yield manual that specifically deals with the financial issues facing medical students, residents, physicians, dentists, and similar high-income professionals. Doctors are highly-educated and extensively trained at making difficult diagnoses and performing life saving procedures. However, they receive little to no training in business, personal finance, investing, insurance, taxes, estate planning, and asset protection. This book fills in the gaps and will teach you to use your high income to escape from your student loans, provide for your family, build wealth, and stop getting ripped off by unscrupulous financial professionals. Straight talk and clear explanations allow the book to be easily digested by a novice to the subject matter yet the book also contains advanced concepts specific to physicians you won't find in other financial books. This book will teach you how to: Graduate from medical school with as little debt as possible Escape from student loans within two to five years of residency graduation Purchase the right types and amounts of insurance Decide when to buy a house and how much to spend on it Learn to invest in a sensible, low-cost and effective manner with or without the assistance of an advisor Avoid investments which are designed to be sold, not bought Select advisors who give great service and advice at a fair price Become a millionaire within five to ten years of residency graduation Use a "Backdoor Roth IRA" and "Stealth IRA" to boost your retirement funds and decrease your taxes Protect your hard-won assets from professional and personal lawsuits Avoid estate taxes, avoid probate, and ensure your children and your money go where you want when you die Minimize your tax burden, keeping more of your hard-earned money Decide between an employee job and an independent contractor job Choose between sole proprietorship, Limited Liability Company, S Corporation, and C Corporation Take a look at the first pages of the book by clicking on the Look Inside feature Praise For The White Coat Investor "Much of my financial planning practice is helping doctors to correct mistakes that reading this book would have avoided in the first place." - Allan S. Roth, MBA, CPA, CFP(R), Author of How a Second Grader Beats Wall Street "Jim Dahle has done a lot of thinking about the peculiar financial problems facing physicians, and you, lucky reader, are about to reap the bounty of both his experience and his research." - William J. Bernstein, MD, Author of The Investor's Manifesto and seven other investing books "This book should be in every career counselor's office and delivered with every medical degree." - Rick Van Ness, Author of Common Sense Investing "The White Coat Investor provides an expert consult for your finances. I now feel confident I can be a millionaire at 40 without feeling like a jerk." - Joe Jones, DO "Jim Dahle has done for physician financial illiteracy what penicillin did for neurosyphilis." - Dennis Bethel, MD "An excellent practical personal finance guide for physicians in training and in practice from a non biased source we can actually trust." - Greg E Wilde, M.D Scroll up, click the buy button, and get started today!

Download or read book The Kelly Capital Growth Investment Criterion written by Leonard C. MacLean and published by World Scientific. This book was released on 2011 with total page 883 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides the definitive treatment of fortune's formula or the Kelly capital growth criterion as it is often called. The strategy is to maximize long run wealth of the investor by maximizing the period by period expected utility of wealth with a logarithmic utility function. Mathematical theorems show that only the log utility function maximizes asymptotic long run wealth and minimizes the expected time to arbitrary large goals. In general, the strategy is risky in the short term but as the number of bets increase, the Kelly bettor's wealth tends to be much larger than those with essentially different strategies. So most of the time, the Kelly bettor will have much more wealth than these other bettors but the Kelly strategy can lead to considerable losses a small percent of the time. There are ways to reduce this risk at the cost of lower expected final wealth using fractional Kelly strategies that blend the Kelly suggested wager with cash. The various classic reprinted papers and the new ones written specifically for this volume cover various aspects of the theory and practice of dynamic investing. Good and bad properties are discussed, as are fixed-mix and volatility induced growth strategies. The relationships with utility theory and the use of these ideas by great investors are featured.

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.

Download or read book Negative Monetary Policy Rates and Portfolio Rebalancing Evidence from Credit Register Data written by Margherita Bottero and published by International Monetary Fund. This book was released on 2019-02-28 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: We study negative interest rate policy (NIRP) exploiting ECB's NIRP introduction and administrative data from Italy, severely hit by the Eurozone crisis. NIRP has expansionary effects on credit supply-- -and hence the real economy---through a portfolio rebalancing channel. NIRP affects banks with higher ex-ante net short-term interbank positions or, more broadly, more liquid balance-sheets, not with higher retail deposits. NIRP-affected banks rebalance their portfolios from liquid assets to credit—especially to riskier and smaller firms—and cut loan rates, inducing sizable real effects. By shifting the entire yield curve downwards, NIRP differs from rate cuts just above the ZLB.

Download or read book Portfolio Management in Practice Volume 1 written by CFA Institute and published by John Wiley & Sons. This book was released on 2020-11-11 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio Management in Practice, Volume 1: Investment Management delivers a comprehensive overview of investment management for students and industry professionals. As the first volume in the CFA Institute’s new Portfolio Management in Practice series, Investment Management offers professionals looking to enhance their skillsets and students building foundational knowledge an essential understanding of key investment management concepts. Designed to be an accessible resource for a wide range of learners, this volume explores the full portfolio management process. Inside, readers will find detailed coverage of: Forming capital market expectations Principles of the asset allocation process Determining investment strategies within each asset class Integrating considerations specific to high net worth individuals or institutions into chosen strategies And more To apply the concepts outlined in the Investment Management volume, explore the accompanying Portfolio Management in Practice, Volume 1: Investment Management Workbook. The perfect companion resource, this workbook aligns chapter-by-chapter with Investment Management for easy referencing so readers can draw connections between theoretical content and challenging practice problems. Featuring contributions from the CFA Institute’s subject matter experts, Portfolio Management in Practice, Volume 1: Investment Management distills the knowledge forward-thinking professionals will need to succeed in today’s fast-paced financial world.

Download or read book Portfolio Theory and Management written by H. Kent Baker and published by Oxford University Press. This book was released on 2013-01-07 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio management is an ongoing process of constructing portfolios that balances an investor's objectives with the portfolio manager's expectations about the future. This dynamic process provides the payoff for investors. Portfolio management evaluates individual assets or investments by their contribution to the risk and return of an investor's portfolio rather than in isolation. This is called the portfolio perspective. Thus, by constructing a diversified portfolio, a portfolio manager can reduce risk for a given level of expected return, compared to investing in an individual asset or security. According to modern portfolio theory (MPT), investors who do not follow a portfolio perspective bear risk that is not rewarded with greater expected return. Portfolio diversification works best when financial markets are operating normally compared to periods of market turmoil such as the 2007-2008 financial crisis. During periods of turmoil, correlations tend to increase thus reducing the benefits of diversification. Portfolio management today emerges as a dynamic process, which continues to evolve at a rapid pace. The purpose of Portfolio Theory and Management is to take readers from the foundations of portfolio management with the contributions of financial pioneers up to the latest trends emerging within the context of special topics. The book includes discussions of portfolio theory and management both before and after the 2007-2008 financial crisis. This volume provides a critical reflection of what worked and what did not work viewed from the perspective of the recent financial crisis. Further, the book is not restricted to the U.S. market but takes a more global focus by highlighting cross-country differences and practices. This 30-chapter book consists of seven sections. These chapters are: (1) portfolio theory and asset pricing, (2) the investment policy statement and fiduciary duties, (3) asset allocation and portfolio construction, (4) risk management, (V) portfolio execution, monitoring, and rebalancing, (6) evaluating and reporting portfolio performance, and (7) special topics.

Download or read book Portfolio Management in Practice Volume 2 written by CFA Institute and published by John Wiley & Sons. This book was released on 2020-01-11 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the latest essential resource on asset allocation for students and investment professionals. Part of the CFA Institute’s three-volume Portfolio Management in Practice series, Asset Allocation offers a deep, comprehensive ­treatment of the asset allocation process and the underlying theories and markets that support it. As the second volume in the series, Asset Allocation meets the needs of both graduate-level students focused on finance and industry professionals looking to become more dynamic investors. Filled with the insights and industry knowledge of the CFA Institute’s subject matter experts, Asset Allocation effectively blends theory and practice while helping the reader expand their skillsets in key areas of interest. This volume provides complete coverage on the following topics: Setting capital market expectations to support the asset allocation process Principles and processes in the asset allocation process, including handling ESG-integration and client-specific constraints Allocation beyond the traditional asset classes to include allocation to alternative investments The role of exchange-traded funds can play in implementing investment strategies An integrative case study in portfolio management involving a university endowment To further enhance your understanding of tools and techniques explored in Asset Allocation, don’t forget to pick up the Portfolio Management in Practice, Volume 2: Asset Allocation Workbook. The workbook is the perfect companion resource containing learning outcomes, summary overview sections, and challenging practice questions that align chapter-by-chapter with the main text.

Download or read book Strategic Asset Allocation written by John Y. Campbell and published by OUP Oxford. This book was released on 2002-01-03 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic finance has had a remarkable impact on many financial services. Yet long-term investors have received curiously little guidance from academic financial economists. Mean-variance analysis, developed almost fifty years ago, has provided a basic paradigm for portfolio choice. This approach usefully emphasizes the ability of diversification to reduce risk, but it ignores several critically important factors. Most notably, the analysis is static; it assumes that investors care only about risks to wealth one period ahead. However, many investors—-both individuals and institutions such as charitable foundations or universities—-seek to finance a stream of consumption over a long lifetime. In addition, mean-variance analysis treats financial wealth in isolation from income. Long-term investors typically receive a stream of income and use it, along with financial wealth, to support their consumption. At the theoretical level, it is well understood that the solution to a long-term portfolio choice problem can be very different from the solution to a short-term problem. Long-term investors care about intertemporal shocks to investment opportunities and labor income as well as shocks to wealth itself, and they may use financial assets to hedge their intertemporal risks. This should be important in practice because there is a great deal of empirical evidence that investment opportunities—-both interest rates and risk premia on bonds and stocks—-vary through time. Yet this insight has had little influence on investment practice because it is hard to solve for optimal portfolios in intertemporal models. This book seeks to develop the intertemporal approach into an empirical paradigm that can compete with the standard mean-variance analysis. The book shows that long-term inflation-indexed bonds are the riskless asset for long-term investors, it explains the conditions under which stocks are safer assets for long-term than for short-term investors, and it shows how labor income influences portfolio choice. These results shed new light on the rules of thumb used by financial planners. The book explains recent advances in both analytical and numerical methods, and shows how they can be used to understand the portfolio choice problems of long-term investors.

Download or read book Portfolio Management for Financial Advisors written by Prince Sarpong and published by Centre for Financial Planning Studies. This book was released on 2020-02-24 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Portfolio Management for Financial Advisors aims to provide both financial planning practitioners and students with the requisite theoretical and practical foundations of portfolio management. Chapter 1 presents an overview of the asset management industry and looks at the different segments and developments in the industry. Chapter 2 discusses the role of financial advisors as money doctors and reviews recent studies on the value of advice and how financial advisors can effectively execute their role as money doctors. Chapter 3 focuses on Modern Portfolio Theory (MPT) and presents a historical discussion as well as the major MPT concepts relevant to financial advisors. Chapter 4 covers behavioural finance and discusses the historical development as well as the different arguments in behavioural finance. The portfolio management process is covered in Chapter 5 and Chapter 6 deals with measuring investment risk and return, the construction of efficient portfolios, issues in portfolio selection and some recent studies in the robo-advisory space.

Download or read book Managing Investment Portfolios written by John L. Maginn and published by John Wiley & Sons. This book was released on 2010-03-18 with total page 1255 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A rare blend of a well-organized, comprehensive guide to portfolio management and a deep, cutting-edge treatment of the key topics by distinguished authors who have all practiced what they preach. The subtitle, A Dynamic Process, points to the fresh, modern ideas that sparkle throughout this new edition. Just reading Peter Bernstein's thoughtful Foreword can move you forward in your thinking about this critical subject." —Martin L. Leibowitz, Morgan Stanley "Managing Investment Portfolios remains the definitive volume in explaining investment management as a process, providing organization and structure to a complex, multipart set of concepts and procedures. Anyone involved in the management of portfolios will benefit from a careful reading of this new edition." —Charles P. Jones, CFA, Edwin Gill Professor of Finance, College of Management, North Carolina State University

Download or read book Advanced Bond Portfolio Management written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2006-03-08 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to effectively employ portfolio strategies that can control interest rate risk and/or enhance returns, you must understand the forces that drive bond markets, as well as the valuation and risk management practices of these complex securities. In Advanced Bond Portfolio Management, Frank Fabozzi, Lionel Martellini, and Philippe Priaulet have brought together more than thirty experienced bond market professionals to help you do just that. Divided into six comprehensive parts, Advanced Bond Portfolio Management will guide you through the state-of-the-art techniques used in the analysis of bonds and bond portfolio management. Topics covered include: General background information on fixed-income markets and bond portfolio strategies The design of a strategy benchmark Various aspects of fixed-income modeling that will provide key ingredients in the implementation of an efficient portfolio and risk management process Interest rate risk and credit risk management Risk factors involved in the management of an international bond portfolio Filled with in-depth insight and expert advice, Advanced Bond Portfolio Management is a valuable resource for anyone involved or interested in this important industry.

Download or read book Financial Modeling of the Equity Market written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2006-03-31 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: An inside look at modern approaches to modeling equity portfolios Financial Modeling of the Equity Market is the most comprehensive, up-to-date guide to modeling equity portfolios. The book is intended for a wide range of quantitative analysts, practitioners, and students of finance. Without sacrificing mathematical rigor, it presents arguments in a concise and clear style with a wealth of real-world examples and practical simulations. This book presents all the major approaches to single-period return analysis, including modeling, estimation, and optimization issues. It covers both static and dynamic factor analysis, regime shifts, long-run modeling, and cointegration. Estimation issues, including dimensionality reduction, Bayesian estimates, the Black-Litterman model, and random coefficient models, are also covered in depth. Important advances in transaction cost measurement and modeling, robust optimization, and recent developments in optimization with higher moments are also discussed. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm, The Intertek Group. He is a member of the editorial board of the Journal of Portfolio Management. He is also the author of numerous articles and books on financial modeling. Petter N. Kolm, PhD (New Haven, CT and New York, NY), is a graduate student in finance at the Yale School of Management and a financial consultant in New York City. Previously, he worked in the Quantitative Strategies Group of Goldman Sachs Asset Management, where he developed quantitative investment models and strategies.

Download or read book Fuzzy Portfolio Optimization written by Yong Fang and published by Springer Science & Business Media. This book was released on 2008-09-20 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of the existing portfolio selection models are based on the probability theory. Though they often deal with the uncertainty via probabilistic - proaches, we have to mention that the probabilistic approaches only partly capture the reality. Some other techniques have also been applied to handle the uncertainty of the ?nancial markets, for instance, the fuzzy set theory [Zadeh (1965)]. In reality, many events with fuzziness are characterized by probabilistic approaches, although they are not random events. The fuzzy set theory has been widely used to solve many practical problems, including ?nancial risk management. By using fuzzy mathematical approaches, quan- tative analysis, qualitative analysis, the experts’ knowledge and the investors’ subjective opinions can be better integrated into a portfolio selection model. The contents of this book mainly comprise of the authors’ research results for fuzzy portfolio selection problems in recent years. In addition, in the book, the authors will also introduce some other important progress in the ?eld of fuzzy portfolio optimization. Some fundamental issues and problems of po- folioselectionhavebeenstudiedsystematicallyandextensivelybytheauthors to apply fuzzy systems theory and optimization methods. A new framework for investment analysis is presented in this book. A series of portfolio sel- tion models are given and some of them might be more e?cient for practical applications. Some application examples are given to illustrate these models by using real data from the Chinese securities markets.

Download or read book Goals Based Portfolio Theory written by Franklin J. Parker and published by John Wiley & Sons. This book was released on 2022-11-29 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: An in-depth overview of investing in the real world In Goals-Based Portfolio Theory, award-winning Chartered Financial Analyst® Franklin J. Parker delivers an insightful and eye-opening discussion of how real people can navigate the financial jungle and achieve their financial goals. The book accepts the reality that the typical investor has specific funding requirements within specified periods of time and a limited amount of wealth to dedicate to those objectives. It then works within those limits to show you how to build an investment portfolio that maximizes the possibility you’ll achieve your goals, as well as how to manage the tradeoffs between your goals. In the book, you’ll find: Strategies for incorporating taxation and rebalancing into a goals-based portfolio A discussion of the major non-financial risks faced by people engaged in private wealth management An incisive prediction of what the future of wealth management and investment management may look like An indispensable exploration of investing as it actually works in the real world for real people, Goals-Based Portfolio Theory belongs in the library of all investors and their advisors who want to maximize the chances of meeting financial goals.

Download or read book Advances in the Practice of Public Investment Management written by Narayan Bulusu and published by Springer. This book was released on 2018-07-28 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the latest advances in the theory and practice of public investment management. It includes the most up-to-date developments in the implementation of public asset management – including multiple contributions on portfolio allocation in varying interest-rate and credit-risk environments. Other highlights include implementation, performance attribution and governance issues surrounding reserves management, portfolio construction techniques appropriate for public investors and an in-depth discussion of the challenges to achieving international diversification.

Download or read book Trading and Money Management in a Student Managed Portfolio written by and published by Academic Press. This book was released on 2013-11-01 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading and Money Management in a Student-Managed Portfolio is a hands-on textbook for student-managed investment funds (SMIFs). The book presents the applied material that textbooks on portfolios and investments always overlook. Its focus on "how-to" questions summarizes the disciplines and skills necessary for trading. Covering equities, hedge funds and derivatives, and fixed income, it captures the breadth and detail necessary for developing and executing trading strategies. Developed specifically for SMIF courses, the book features calculations, examples, and software that help you move from talking about markets to taking positions in them. Methodically summarizes the disciplines and skills necessary for trading Teaches you to build a ranking model for securities and write a research report for a sell-side firm Covers equities, fixed income, derivatives, and hedge funds