Macroeconometric Models for Portfolio Management

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Author :
Publisher : Vernon Press
ISBN 13 : 164889268X
Total Pages : 242 pages
Book Rating : 4.6/5 (488 download)

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Book Synopsis Macroeconometric Models for Portfolio Management by : Jeremy Kwok

Download or read book Macroeconometric Models for Portfolio Management written by Jeremy Kwok and published by Vernon Press. This book was released on 2021-09-07 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: ‘Macroeconometric Models for Portfolio Management’ begins by outlining a portfolio management framework into which macroeconometric models and backtesting investment strategies are integrated. It is followed by a discussion on the theoretical backgrounds of both small and global large macroeconometric models, including data selection, estimation, and applications. Other practical concerns essential to managing a portfolio with decisions driven by macro models are also covered: model validation, forecast combination, and evaluation. The author then focuses on applying these models and their results on managing the portfolio, including making trading rules and asset allocation across different assets and risk management. The book finishes by showing portfolio examples where different investment strategies are used and illustrate how the framework can be applied from the beginning of collecting data, model estimation, and generating forecasts to how to manage portfolios accordingly. This book aims to bridge the gap between academia and practising professionals. Readers will attain a rigorous understanding of the theory and how to apply these models to their portfolios. Therefore, ‘Macroeconometric Models for Portfolio Management’ will be of interest to academics and scholars working in macroeconomics and finance; to industry professionals working in financial economics and asset management; to asset managers and investors who prefer systematic investing over discretionary investing; and to investors who have a strong interest in macroeconomic influences on their portfolio.

Recent Applications of Financial Risk Modelling and Portfolio Management

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Author :
Publisher : IGI Global
ISBN 13 : 1799850846
Total Pages : 432 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Recent Applications of Financial Risk Modelling and Portfolio Management by : Škrinjari?, Tihana

Download or read book Recent Applications of Financial Risk Modelling and Portfolio Management written by Škrinjari?, Tihana and published by IGI Global. This book was released on 2020-09-25 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s financial market, portfolio and risk management are facing an array of challenges. This is due to increasing levels of knowledge and data that are being made available that have caused a multitude of different investment models to be explored and implemented. Professionals and researchers in this field are in need of up-to-date research that analyzes these contemporary models of practice and keeps pace with the advancements being made within financial risk modelling and portfolio control. Recent Applications of Financial Risk Modelling and Portfolio Management is a pivotal reference source that provides vital research on the use of modern data analysis as well as quantitative methods for developing successful portfolio and risk management techniques. While highlighting topics such as credit scoring, investment strategies, and budgeting, this publication explores diverse models for achieving investment goals as well as improving upon traditional financial modelling methods. This book is ideally designed for researchers, financial analysts, executives, practitioners, policymakers, academicians, and students seeking current research on contemporary risk management strategies in the financial sector.

Estimating How the Macroeconomy Works

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Publisher : Harvard University Press
ISBN 13 : 0674036638
Total Pages : 314 pages
Book Rating : 4.6/5 (74 download)

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Book Synopsis Estimating How the Macroeconomy Works by : Ray C. FAIR

Download or read book Estimating How the Macroeconomy Works written by Ray C. FAIR and published by Harvard University Press. This book was released on 2009-06-30 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Macroeconomics tries to describe and explain the economywide movement of prices, output, and unemployment. The field has been sharply divided among various schools, including Keynesian, monetarist, new classical, and others. It has also been split between theorists and empiricists. Ray Fair is a resolute empiricist, developing and refining methods for testing theories and models. The field cannot advance without the discipline of testing how well the models approximate the data. Using a multicountry econometric model, he examines several important questions, including what causes inflation, how monetary authorities behave and what are their stabilization limits, how large is the wealth effect on aggregate consumption, whether European monetary policy has been too restrictive, and how large are the stabilization costs to Europe of adopting the euro. He finds, among other things, little evidence for the rational expectations hypothesis and for the so-called non-accelerating inflation rate of unemployment (NAIRU) hypothesis. He also shows that the U.S. economy in the last half of the 1990s was not a new age economy.

The Macroeconomic Effects of Public Investment

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Publisher : International Monetary Fund
ISBN 13 : 1484361555
Total Pages : 26 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis The Macroeconomic Effects of Public Investment by : Mr.Abdul Abiad

Download or read book The Macroeconomic Effects of Public Investment written by Mr.Abdul Abiad and published by International Monetary Fund. This book was released on 2015-05-04 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides new evidence of the macroeconomic effects of public investment in advanced economies. Using public investment forecast errors to identify the causal effect of government investment in a sample of 17 OECD economies since 1985 and model simulations, the paper finds that increased public investment raises output, both in the short term and in the long term, crowds in private investment, and reduces unemployment. Several factors shape the macroeconomic effects of public investment. When there is economic slack and monetary accommodation, demand effects are stronger, and the public-debt-to-GDP ratio may actually decline. Public investment is also more effective in boosting output in countries with higher public investment efficiency and when it is financed by issuing debt.

AI and Macroeconomic Modeling: Deep Reinforcement Learning in an RBC Model

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Author :
Publisher : International Monetary Fund
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis AI and Macroeconomic Modeling: Deep Reinforcement Learning in an RBC Model by : Tohid Atashbar

Download or read book AI and Macroeconomic Modeling: Deep Reinforcement Learning in an RBC Model written by Tohid Atashbar and published by International Monetary Fund. This book was released on 2023-02-24 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study seeks to construct a basic reinforcement learning-based AI-macroeconomic simulator. We use a deep RL (DRL) approach (DDPG) in an RBC macroeconomic model. We set up two learning scenarios, one of which is deterministic without the technological shock and the other is stochastic. The objective of the deterministic environment is to compare the learning agent's behavior to a deterministic steady-state scenario. We demonstrate that in both deterministic and stochastic scenarios, the agent's choices are close to their optimal value. We also present cases of unstable learning behaviours. This AI-macro model may be enhanced in future research by adding additional variables or sectors to the model or by incorporating different DRL algorithms.

Asset Pricing

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Publisher : Princeton University Press
ISBN 13 : 1400829135
Total Pages : 552 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Asset Pricing by : John H. Cochrane

Download or read book Asset Pricing written by John H. Cochrane and published by Princeton University Press. This book was released on 2009-04-11 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the prestigious Paul A. Samuelson Award for scholarly writing on lifelong financial security, John Cochrane's Asset Pricing now appears in a revised edition that unifies and brings the science of asset pricing up to date for advanced students and professionals. Cochrane traces the pricing of all assets back to a single idea—price equals expected discounted payoff—that captures the macro-economic risks underlying each security's value. By using a single, stochastic discount factor rather than a separate set of tricks for each asset class, Cochrane builds a unified account of modern asset pricing. He presents applications to stocks, bonds, and options. Each model—consumption based, CAPM, multifactor, term structure, and option pricing—is derived as a different specification of the discounted factor. The discount factor framework also leads to a state-space geometry for mean-variance frontiers and asset pricing models. It puts payoffs in different states of nature on the axes rather than mean and variance of return, leading to a new and conveniently linear geometrical representation of asset pricing ideas. Cochrane approaches empirical work with the Generalized Method of Moments, which studies sample average prices and discounted payoffs to determine whether price does equal expected discounted payoff. He translates between the discount factor, GMM, and state-space language and the beta, mean-variance, and regression language common in empirical work and earlier theory. The book also includes a review of recent empirical work on return predictability, value and other puzzles in the cross section, and equity premium puzzles and their resolution. Written to be a summary for academics and professionals as well as a textbook, this book condenses and advances recent scholarship in financial economics.

Asymmetric Information, Corporate Finance, and Investment

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Author :
Publisher : University of Chicago Press
ISBN 13 : 0226355942
Total Pages : 354 pages
Book Rating : 4.2/5 (263 download)

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Book Synopsis Asymmetric Information, Corporate Finance, and Investment by : R. Glenn Hubbard

Download or read book Asymmetric Information, Corporate Finance, and Investment written by R. Glenn Hubbard and published by University of Chicago Press. This book was released on 2009-05-15 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this volume, specialists from traditionally separate areas in economics and finance investigate issues at the conjunction of their fields. They argue that financial decisions of the firm can affect real economic activity—and this is true for enough firms and consumers to have significant aggregate economic effects. They demonstrate that important differences—asymmetries—in access to information between "borrowers" and "lenders" ("insiders" and "outsiders") in financial transactions affect investment decisions of firms and the organization of financial markets. The original research emphasizes the role of information problems in explaining empirically important links between internal finance and investment, as well as their role in accounting for observed variations in mechanisms for corporate control.

Applied Financial Macroeconomics and Investment Strategy

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Author :
Publisher : Springer
ISBN 13 : 113740180X
Total Pages : 265 pages
Book Rating : 4.1/5 (374 download)

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Book Synopsis Applied Financial Macroeconomics and Investment Strategy by : Robert T. McGee

Download or read book Applied Financial Macroeconomics and Investment Strategy written by Robert T. McGee and published by Springer. This book was released on 2016-01-12 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The absolute and relative performance of various asset classes is systematically related to macroeconomic trends. In this new book, Robert McGee provides a thorough guide to each stage of the business cycle and analyzes the investment implications using real-world examples linking economic dynamics to investment results.

Portfolio Risk Analysis

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

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Book Synopsis Portfolio Risk Analysis by : Gregory Connor

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

Portfolio Construction and Analytics

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118445597
Total Pages : 629 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Portfolio Construction and Analytics by : Frank J. Fabozzi

Download or read book Portfolio Construction and Analytics written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2016-04-11 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed, multi-disciplinary approach to investment analytics Portfolio Construction and Analytics provides an up-to-date understanding of the analytic investment process for students and professionals alike. With complete and detailed coverage of portfolio analytics and modeling methods, this book is unique in its multi-disciplinary approach. Investment analytics involves the input of a variety of areas, and this guide provides the perspective of data management, modeling, software resources, and investment strategy to give you a truly comprehensive understanding of how today's firms approach the process. Real-world examples provide insight into analytics performed with vendor software, and references to analytics performed with open source software will prove useful to both students and practitioners. Portfolio analytics refers to all of the methods used to screen, model, track, and evaluate investments. Big data, regulatory change, and increasing risk is forcing a need for a more coherent approach to all aspects of investment analytics, and this book provides the strong foundation and critical skills you need. Master the fundamental modeling concepts and widely used analytics Learn the latest trends in risk metrics, modeling, and investment strategies Get up to speed on the vendor and open-source software most commonly used Gain a multi-angle perspective on portfolio analytics at today's firms Identifying investment opportunities, keeping portfolios aligned with investment objectives, and monitoring risk and performance are all major functions of an investment firm that relies heavily on analytics output. This reliance will only increase in the face of market changes and increased regulatory pressure, and practitioners need a deep understanding of the latest methods and models used to build a robust investment strategy. Portfolio Construction and Analytics is an invaluable resource for portfolio management in any capacity.

Wiley Study Guide for 2015 Level II CFA Exam: Complete Set

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119101212
Total Pages : 1285 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Wiley Study Guide for 2015 Level II CFA Exam: Complete Set by : Wiley

Download or read book Wiley Study Guide for 2015 Level II CFA Exam: Complete Set written by Wiley and published by John Wiley & Sons. This book was released on 2015-01-21 with total page 1285 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wiley Study Guides for the Level 1 CFA exam are proven to help candidates understand, retain, and master the CFA Program Curriculum, complete with color-coded Study Guides and coverage of every Learning Outcome Statement on the exam. With over 1,000 pages of distilled knowledge from our staff of CFA charterholders and instructors, these books are a highly effective and proven study aid filled with exam tips, fundamental concepts, and in-depth examples. Our authors have used their years of personal teaching experience with students from a variety of backgrounds to develop study guides that improve the study experience of CFA Level I candidates and include practical and helpful tips and test-taking advice though-out the text. The color-coding feature, which makes it easier for you to follow cases and examples that make references to graphs and sets of financial statements. Most subjects, especially Economics, Portfolio Management and Fixed Income use plenty of figures and diagrams to illustrate important concepts. Our study guides include all those figures and additional commentary to make the material easily understandable.

Risk Management

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Publisher : John Wiley & Sons
ISBN 13 : 9781883249359
Total Pages : 232 pages
Book Rating : 4.2/5 (493 download)

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Book Synopsis Risk Management by : Sergio M. Focardi

Download or read book Risk Management written by Sergio M. Focardi and published by John Wiley & Sons. This book was released on 1998-01-15 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk management is one of the most critical areas in investment and finance-especially in today's volatile trading environment. With Risk Management: Framework, Methods, and Practice you'll learn about risk management across industries through firsthand, real life war stories rather than mathematical formulas. Concise and readable, it covers both the theoretical underpinnings of risk management, as well as practical techniques for coping with financial market volatility. Focardi and Jonas give you a broad conceptual view of risk management: how far we have progressed, and the problems that remain. Using vivid analogies, this book takes you through key risk measurement issues such as fat tails and extreme events, the pros and cons of VAR, and the different ways of modeling credit risk. This book is a rarity in that it does not presuppose any knowledge of sophisticated mathematical techniques, but rather interprets these in their intuitive sense.

The Theory and Practice of Investment Management

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Publisher : John Wiley & Sons
ISBN 13 : 0471445657
Total Pages : 914 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis The Theory and Practice of Investment Management by : Frank J. Fabozzi

Download or read book The Theory and Practice of Investment Management written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2002-11-25 with total page 914 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expert advice that applies the theory and practice of investment management to today's financial environment The changing nature and rapid growth of the investment management industry, along with new theoretical developments in the field of finance, have led to a need for higher quality investment management practices and better qualified professionals. The Theory and Practice of Investment Management recognizes these needs and addresses them with sharp, innovative insights from some of the most respected experts in the field of investment management. The Theory and Practice of Investment Management discusses and describes the full scope of investment products and strategies available in today's market. Led by financial experts Frank Fabozzi and Harry Markowitz, the contributors to this book are active, successful practitioners with hands-on expertise. By combining real-world financial knowledge with investment management theory, this book provides a complete analysis of all pertinent investment products-including hedge funds and private equity-and explores a wide range of investment strategies. Tying together theoretical advances in investment management with actual applications, this book gives readers an opportunity to use proven investment management techniques to protect and grow a portfolio under many different circumstances.

Multi-Asset Investing

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Author :
Publisher : Harriman House Limited
ISBN 13 : 0857192515
Total Pages : 405 pages
Book Rating : 4.8/5 (571 download)

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Book Synopsis Multi-Asset Investing by : Yoram Lustig

Download or read book Multi-Asset Investing written by Yoram Lustig and published by Harriman House Limited. This book was released on 2013-01-07 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning, constructing and managing a multi-asset portfolio A multi-asset investment management approach provides diversification benefits, enhances risk-adjusted returns and enables a portfolio to be tailored to a wide range of investing objectives, whether these are generating returns or income, or matching liabilities. This book is divided into four parts that follow the four stages of the multi-asset investment management process: 1. Establishing objectives: Defining the return objectives, risk objectives and investment constraints of a portfolio. 2. Setting an investment strategy: Setting a plan to achieve investment objectives by thinking about long-term strategic asset allocation, combining asset classes and optimisation to derive the most efficient asset allocation. 3. Implementing a solution: Turning the investment strategy into a portfolio using short-term tactical asset allocation, investment selection and risk management. This section includes examples of investment strategies. 4. Reviewing: Evaluating the performance of a portfolio by examining results, risk, portfolio positioning and the economic environment. By dividing the multi-asset investment process into these well-defined stages, Yoram Lustig guides the reader through the various decisions that have to be made and actions that have to be taken. He builds carefully from defining investment objectives, formulating an investment strategy and the steps of selecting investments, leading to constructing and managing multi-asset portfolios. At each stage the considerations and strategies to be undertaken are detailed, and the description of the process is supported with relevant financial theory as well as practical, real-life examples. 'Multi-asset Investing' is an essential handbook for the modern approach to investment portfolio management.

The Science of Algorithmic Trading and Portfolio Management

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Publisher : Academic Press
ISBN 13 : 0124016936
Total Pages : 492 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis The Science of Algorithmic Trading and Portfolio Management by : Robert Kissell

Download or read book The Science of Algorithmic Trading and Portfolio Management written by Robert Kissell and published by Academic Press. This book was released on 2013-10-01 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Science of Algorithmic Trading and Portfolio Management, with its emphasis on algorithmic trading processes and current trading models, sits apart from others of its kind. Robert Kissell, the first author to discuss algorithmic trading across the various asset classes, provides key insights into ways to develop, test, and build trading algorithms. Readers learn how to evaluate market impact models and assess performance across algorithms, traders, and brokers, and acquire the knowledge to implement electronic trading systems. This valuable book summarizes market structure, the formation of prices, and how different participants interact with one another, including bluffing, speculating, and gambling. Readers learn the underlying details and mathematics of customized trading algorithms, as well as advanced modeling techniques to improve profitability through algorithmic trading and appropriate risk management techniques. Portfolio management topics, including quant factors and black box models, are discussed, and an accompanying website includes examples, data sets supplementing exercises in the book, and large projects. - Prepares readers to evaluate market impact models and assess performance across algorithms, traders, and brokers. - Helps readers design systems to manage algorithmic risk and dark pool uncertainty. - Summarizes an algorithmic decision making framework to ensure consistency between investment objectives and trading objectives.

Investment Theory and Risk Management, + Website

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118129598
Total Pages : 464 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Investment Theory and Risk Management, + Website by : Steven Peterson

Download or read book Investment Theory and Risk Management, + Website written by Steven Peterson and published by John Wiley & Sons. This book was released on 2012-05-08 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique perspective on applied investment theory and risk management from the Senior Risk Officer of a major pension fund Investment Theory and Risk Management is a practical guide to today's investment environment. The book's sophisticated quantitative methods are examined by an author who uses these methods at the Virginia Retirement System and teaches them at the Virginia Commonwealth University. In addition to showing how investment performance can be evaluated, using Jensen's Alpha, Sharpe's Ratio, and DDM, he delves into four types of optimal portfolios (one that is fully invested, one with targeted returns, another with no short sales, and one with capped investment allocations). In addition, the book provides valuable insights on risk, and topics such as anomalies, factor models, and active portfolio management. Other chapters focus on private equity, structured credit, optimal rebalancing, data problems, and Monte Carlo simulation. Contains investment theory and risk management spreadsheet models based on the author's own real-world experience with stock, bonds, and alternative assets Offers a down-to-earth guide that can be used on a daily basis for making common financial decisions with a new level of quantitative sophistication and rigor Written by the Director of Research and Senior Risk Officer for the Virginia Retirement System and an Associate Professor at Virginia Commonwealth University's School of Business Investment Theory and Risk Management empowers both the technical and non-technical reader with the essential knowledge necessary to understand and manage risks in any corporate or economic environment.

Quantitative Equity Portfolio Management

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Author :
Publisher : CRC Press
ISBN 13 : 1420010794
Total Pages : 462 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Quantitative Equity Portfolio Management by : Edward E. Qian

Download or read book Quantitative Equity Portfolio Management written by Edward E. Qian and published by CRC Press. This book was released on 2007-05-11 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative equity portfolio management combines theories and advanced techniques from several disciplines, including financial economics, accounting, mathematics, and operational research. While many texts are devoted to these disciplines, few deal with quantitative equity investing in a systematic and mathematical framework that is suitable for