Quantitative Portfolio Management
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Quantitative Equity Portfolio Management
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Author : Edward E. Qian
language : en
Publisher: CRC Press
Release Date : 2007-05-11
Quantitative Equity Portfolio Management written by Edward E. Qian and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-05-11 with Business & Economics categories.
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
Quantitative Portfolio Management
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Author : Michael Isichenko
language : en
Publisher: John Wiley & Sons
Release Date : 2021-09-10
Quantitative Portfolio Management written by Michael Isichenko and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-10 with Business & Economics categories.
Discover foundational and advanced techniques in quantitative equity trading from a veteran insider In Quantitative Portfolio Management: The Art and Science of Statistical Arbitrage, distinguished physicist-turned-quant Dr. Michael Isichenko delivers a systematic review of the quantitative trading of equities, or statistical arbitrage. The book teaches you how to source financial data, learn patterns of asset returns from historical data, generate and combine multiple forecasts, manage risk, build a stock portfolio optimized for risk and trading costs, and execute trades. In this important book, you’ll discover: Machine learning methods of forecasting stock returns in efficient financial markets How to combine multiple forecasts into a single model by using secondary machine learning, dimensionality reduction, and other methods Ways of avoiding the pitfalls of overfitting and the curse of dimensionality, including topics of active research such as “benign overfitting” in machine learning The theoretical and practical aspects of portfolio construction, including multi-factor risk models, multi-period trading costs, and optimal leverage Perfect for investment professionals, like quantitative traders and portfolio managers, Quantitative Portfolio Management will also earn a place in the libraries of data scientists and students in a variety of statistical and quantitative disciplines. It is an indispensable guide for anyone who hopes to improve their understanding of how to apply data science, machine learning, and optimization to the stock market.
Quantitative Portfolio Optimisation Asset Allocation And Risk Management
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Author : M. Rasmussen
language : en
Publisher: Springer
Release Date : 2002-12-13
Quantitative Portfolio Optimisation Asset Allocation And Risk Management written by M. Rasmussen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-12-13 with Business & Economics categories.
Targeted towards institutional asset managers in general and chief investment officers, portfolio managers and risk managers in particular, this practical book serves as a comprehensive guide to quantitative portfolio optimization, asset allocation and risk management. Providing an accessible yet rigorous approach to investment management, it gradually introduces ever more advanced quantitative tools for these areas. Using extensive examples, this book guides the reader from basic return and risk analysis, all the way through to portfolio optimization and risk characterization, and finally on to fully fledged quantitative asset allocation and risk management. It employs such tools as enhanced modern portfolio theory using Monte Carlo simulation and advanced return distribution analysis, analysis of marginal contributions to absolute and active portfolio risk, Value-at-Risk and Extreme Value Theory. All this is performed within the same conceptual, theoretical and empirical framework, providing a self-contained, comprehensive reading experience with a strongly practical aim.
Quantitative Portfolio Management
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Author : Pierre Brugière
language : en
Publisher: Springer Nature
Release Date : 2020-03-28
Quantitative Portfolio Management written by Pierre Brugière and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-28 with Mathematics categories.
This self-contained book presents the main techniques of quantitative portfolio management and associated statistical methods in a very didactic and structured way, in a minimum number of pages. The concepts of investment portfolios, self-financing portfolios and absence of arbitrage opportunities are extensively used and enable the translation of all the mathematical concepts in an easily interpretable way. All the results, tested with Python programs, are demonstrated rigorously, often using geometric approaches for optimization problems and intrinsic approaches for statistical methods, leading to unusually short and elegant proofs. The statistical methods concern both parametric and non-parametric estimators and, to estimate the factors of a model, principal component analysis is explained. The presented Python code and web scraping techniques also make it possible to test the presented concepts on market data. This book will be useful for teaching Masters students and for professionals in asset management, and will be of interest to academics who want to explore a field in which they are not specialists. The ideal pre-requisites consist of undergraduate probability and statistics and a familiarity with linear algebra and matrix manipulation. Those who want to run the code will have to install Python on their pc, or alternatively can use Google Colab on the cloud. Professionals will need to have a quantitative background, being either portfolio managers or risk managers, or potentially quants wanting to double check their understanding of the subject.
Quantitative Portfolio Management
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Author : Noble Trex
language : en
Publisher: HiTeX Press
Release Date : 2025-12-29
Quantitative Portfolio Management written by Noble Trex and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-12-29 with Business & Economics categories.
"Quantitative Portfolio Management: Data, Models, and Implementation" "Quantitative Portfolio Management: Data, Models, and Implementation" bridges the critical gap between theoretical alpha research and live trading operations. This book is written for quantitative portfolio managers, researchers, and developers who require an end-to-end, implementation-focused guide to building systematic investment systems. Beyond mere theory, it addresses the messy reality of financial data and the engineering rigor required to transition a strategy from a research environment to a production-grade capital allocation engine. Readers will traverse the full lifecycle of a systematic strategy, starting with the architecture of a robust research data stack that prevents lookahead bias and ensures data integrity. You will learn to construct stable factor risk models, implement cost-aware portfolio optimization, and design event-driven backtests that accurately simulate market microstructure and liquidity. The text provides a deep dive into the mathematical and operational mechanics necessary to minimize implementation shortfall and manage model risk effectively. Designed as a self-contained professional reference, this text emphasizes the "how" of execution alongside the "why" of mathematics. By integrating advanced financial theory with practical data engineering and operational governance, it serves as the definitive blueprint for modern quantitative asset management. Whether you are scaling a single strategy or managing a multi-asset platform, this book provides the tools to quantify u
Quantitative Equity Portfolio Management Second Edition An Active Approach To Portfolio Construction And Management
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Author : Ludwig B. Chincarini
language : en
Publisher: McGraw Hill Professional
Release Date : 2022-09-06
Quantitative Equity Portfolio Management Second Edition An Active Approach To Portfolio Construction And Management written by Ludwig B. Chincarini and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-06 with Business & Economics categories.
Construct and manage a high-performance equity portfolio using today's most powerful quantitative methods The classic guide that taught a generation of investors how to build high-yield quant portfolios, Quantitative Equity Portfolio Management has been fully updated with new data, research, information, and insights, along with the latest, most powerful quantitative tools and methods. Renowned quant experts Ludwig Chincarini and Daehwan Kim walk you through the foundational principles of quantitative active management and explain how to build an equity portfolio using those powerful concepts. They provide clear explanations of all the topics you need to know—from basic models, factors and factor choice, and stock screening and ranking to fundamental factor models, economic factor models, and forecasting factor premiums and exposures. Inside, you’ll find: Proven methodology for creating an equity portfolio that maximizes returns and minimizes risks Techniques for to create a professionally managed portfolio Practical melding of financial theory with real-world practice Illustrative financial examples and case studies Every chapter has accompanying practical problems with solutions and labs using real data available online. In addition, the book as a whole has online appendices covering a brief history of financial theory, fundamental models of stock returns, a basic review of mathematical and statistical concepts, an entertaining explanation and quantitative approach to the casino game of craps, and other on-target supplemental materials. Quantitative Equity Portfolio Management delivers everything you need to build a solid equity portfolio for your clients.
Quantitative Management Of Bond Portfolios
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Author : Lev Dynkin
language : en
Publisher: Princeton University Press
Release Date : 2020-05-26
Quantitative Management Of Bond Portfolios written by Lev Dynkin and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-26 with Business & Economics categories.
The practice of institutional bond portfolio management has changed markedly since the late 1980s in response to new financial instruments, investment methodologies, and improved analytics. Investors are looking for a more disciplined, quantitative approach to asset management. Here, five top authorities from a leading Wall Street firm provide practical solutions and feasible methodologies based on investor inquiries. While taking a quantitative approach, they avoid complex mathematical derivations, making the book accessible to a wide audience, including portfolio managers, plan sponsors, research analysts, risk managers, academics, students, and anyone interested in bond portfolio management. The book covers a range of subjects of concern to fixed-income portfolio managers--investment style, benchmark replication and customization, managing credit and mortgage portfolios, managing central bank reserves, risk optimization, and performance attribution. The first part contains empirical studies of security selection versus asset allocation, index replication with derivatives and bonds, optimal portfolio diversification, and long-horizon performance of assets. The second part covers portfolio management tools for risk budgeting, bottom-up risk modeling, performance attribution, innovative measures of risk sensitivities, and hedging risk exposures. A first-of-its-kind publication from a team of practitioners at the front lines of financial thinking, this book presents a winning combination of mathematical models, intuitive examples, and clear language.
Quantitative Credit Portfolio Management
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Author : Arik Ben Dor
language : en
Publisher: John Wiley & Sons
Release Date : 2011-11-08
Quantitative Credit Portfolio Management written by Arik Ben Dor and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-08 with Business & Economics categories.
An innovative approach to post-crash credit portfolio management Credit portfolio managers traditionally rely on fundamental research for decisions on issuer selection and sector rotation. Quantitative researchers tend to use more mathematical techniques for pricing models and to quantify credit risk and relative value. The information found here bridges these two approaches. In an intuitive and readable style, this book illustrates how quantitative techniques can help address specific questions facing today's credit managers and risk analysts. A targeted volume in the area of credit, this reliable resource contains some of the most recent and original research in this field, which addresses among other things important questions raised by the credit crisis of 2008-2009. Divided into two comprehensive parts, Quantitative Credit Portfolio Management offers essential insights into understanding the risks of corporate bonds—spread, liquidity, and Treasury yield curve risk—as well as managing corporate bond portfolios. Presents comprehensive coverage of everything from duration time spread and liquidity cost scores to capturing the credit spread premium Written by the number one ranked quantitative research group for four consecutive years by Institutional Investor Provides practical answers to difficult question, including: What diversification guidelines should you adopt to protect portfolios from issuer-specific risk? Are you well-advised to sell securities downgraded below investment grade? Credit portfolio management continues to evolve, but with this book as your guide, you can gain a solid understanding of how to manage complex portfolios under dynamic events.
Quantitative Equity Portfolio Management
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Author : Ludwig B. Chincarini
language : en
Publisher:
Release Date : 2006
Quantitative Equity Portfolio Management written by Ludwig B. Chincarini and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Portfolio management categories.
Advances In Active Portfolio Management New Developments In Quantitative Investing
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Author : Richard C. Grinold
language : en
Publisher: McGraw Hill Professional
Release Date : 2019-09-13
Advances In Active Portfolio Management New Developments In Quantitative Investing written by Richard C. Grinold and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-13 with Business & Economics categories.
From the leading authorities in their field—the newest, most effective tools for avoiding common pitfalls while maximizing profits through active portfolio management Whether you’re a portfolio manager, financial adviser, or investing novice, this important follow-up to the classic guide to active portfolio management delivers everything you need to beat the market at every turn. Advances in Active Portfolio Management gets you fully up to date on the issues, trends, and challenges in the world of active management—and shows how to apply advances in the Grinold and Kahn’s legendary approach to meet current challenges. Composed of articles published in today’s leading management publications—including several that won Journal of Portfolio Management’s prestigious Bernstein Fabozzi/Jacobs Levy Award—this comprehensive guide is filled with new insights into: • Dynamic Portfolio Management • Signal Weighting • Implementation Efficiency • Holdings-based attribution • Expected returns • Risk management • Portfolio construction • Fees Providing everything you need to master active portfolio management in today’s investing landscape, the book is organized into three sections: the fundamentals of successful active management, advancing the authors’ framework, and applying the framework in today’s investing landscape. The culmination of many decades of investing experience and research, Advances in Active Portfolio Managementmakes complex issues easy to understand and put into practice. It’s the one-stop resource you need to succeed in the world of investing today.