Portfolio Construction And Analytics

Author : Frank J. Fabozzi,Dessislava A. Pachamanova
Publisher : John Wiley & Sons
Page : 629 pages
File Size : 42,8 Mb
Release : 2016-04-11
Category : Business & Economics
ISBN : 9781118445594

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Portfolio Construction and Analytics by Frank J. Fabozzi,Dessislava A. Pachamanova Pdf

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.

Author : Elissaios Sarmas,Panos Xidonas,Haris Doukas
Publisher : Springer Nature
Page : 176 pages
File Size : 54,8 Mb
Release : 2020-10-17
Category : Business & Economics
ISBN : 9783030537432

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Multicriteria Portfolio Construction with Python by Elissaios Sarmas,Panos Xidonas,Haris Doukas Pdf

This book covers topics in portfolio management and multicriteria decision analysis (MCDA), presenting a transparent and unified methodology for the portfolio construction process. The most important feature of the book includes the proposed methodological framework that integrates two individual subsystems, the portfolio selection subsystem and the portfolio optimization subsystem. An additional highlight of the book includes the detailed, step-by-step implementation of the proposed multicriteria algorithms in Python. The implementation is presented in detail; each step is elaborately described, from the input of the data to the extraction of the results. Algorithms are organized into small cells of code, accompanied by targeted remarks and comments, in order to help the reader to fully understand their mechanics. Readers are provided with a link to access the source code through GitHub. This Work may also be considered as a reference which presents the state-of-art research on portfolio construction with multiple and complex investment objectives and constraints. The book consists of eight chapters. A brief introduction is provided in Chapter 1. The fundamental issues of modern portfolio theory are discussed in Chapter 2. In Chapter 3, the various multicriteria decision aid methods, either discrete or continuous, are concisely described. In Chapter 4, a comprehensive review of the published literature in the field of multicriteria portfolio management is considered. In Chapter 5, an integrated and original multicriteria portfolio construction methodology is developed. Chapter 6 presents the web-based information system, in which the suggested methodological framework has been implemented. In Chapter 7, the experimental application of the proposed methodology is discussed and in Chapter 8, the authors provide overall conclusions. The readership of the book aims to be a diverse group, including fund managers, risk managers, investment advisors, bankers, private investors, analytics scientists, operations researchers scientists, and computer engineers, to name just several. Portions of the book may be used as instructional for either advanced undergraduate or post-graduate courses in investment analysis, portfolio engineering, decision science, computer science, or financial engineering.

Author : John B. Guerard, Jr.
Publisher : Springer Science & Business Media
Page : 796 pages
File Size : 42,7 Mb
Release : 2009-12-12
Category : Business & Economics
ISBN : 9780387774398

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Handbook of Portfolio Construction by John B. Guerard, Jr. Pdf

Portfolio construction is fundamental to the investment management process. In the 1950s, Harry Markowitz demonstrated the benefits of efficient diversification by formulating a mathematical program for generating the "efficient frontier" to summarize optimal trade-offs between expected return and risk. The Markowitz framework continues to be used as a basis for both practical portfolio construction and emerging research in financial economics. Such concepts as the Capital Asset Pricing Model (CAPM) and the Arbitrage Pricing Theory (APT), for example, provide the foundation for setting benchmarks, for predicting returns and risk, and for performance measurement. This volume showcases original essays by some of today’s most prominent academics and practitioners in the field on the contemporary application of Markowitz techniques. Covering a wide spectrum of topics, including portfolio selection, data mining tests, and multi-factor risk models, the book presents a comprehensive approach to portfolio construction tools, models, frameworks, and analyses, with both practical and theoretical implications.

Author : Ludwig B Chincarini,Daehwan Kim
Publisher : McGraw Hill Professional
Page : 658 pages
File Size : 49,7 Mb
Release : 2010-08-18
Category : Business & Economics
ISBN : 0071492380

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Quantitative Equity Portfolio Management by Ludwig B Chincarini,Daehwan Kim Pdf

Quantitative Equity Portfolio Management brings the orderly structure of fundamental asset management to the often-chaotic world of active equity management. Straightforward and accessible, it provides you with nuts-and-bolts details for selecting and aggregating factors, building a risk model, and much more.

Author : Stephen Satchell
Publisher : Springer
Page : 369 pages
File Size : 53,7 Mb
Release : 2016-09-20
Category : Business & Economics
ISBN : 9783319307947

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Asset Management by Stephen Satchell Pdf

This book presents a series of contributions on key issues in the decision-making behind the management of financial assets. It provides insight into topics such as quantitative and traditional portfolio construction, performance clustering and incentives in the UK pension fund industry, pension fund governance, indexation, and tracking errors. Markets covered include major European markets, equities, and emerging markets of South-East and Central Asia.

Author : Alan Scowcroft
Publisher : Elsevier
Page : 384 pages
File Size : 45,9 Mb
Release : 2003-06-25
Category : Business & Economics
ISBN : 9780080471846

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Advances in Portfolio Construction and Implementation by Alan Scowcroft Pdf

Modern Portfolio Theory explores how risk averse investors construct portfolios in order to optimize market risk against expected returns. The theory quantifies the benefits of diversification. Modern Portfolio Theory provides a broad context for understanding the interactions of systematic risk and reward. It has profoundly shaped how institutional portfolios are managed, and has motivated the use of passive investment management techniques, and the mathematics of MPT is used extensively in financial risk management. Advances in Portfolio Construction and Implementation offers practical guidance in addition to the theory, and is therefore ideal for Risk Mangers, Actuaries, Investment Managers, and Consultants worldwide. Issues are covered from a global perspective and all the recent developments of financial risk management are presented. Although not designed as an academic text, it should be useful to graduate students in finance. *Provides practical guidance on financial risk management *Covers the latest developments in investment portfolio construction *Full coverage of the latest cutting edge research on measuring portfolio risk, alternatives to mean variance analysis, expected returns forecasting, the construction of global portfolios and hedge portfolios (funds)

Author : Galen Burghardt,Brian Walls
Publisher : John Wiley & Sons
Page : 373 pages
File Size : 44,6 Mb
Release : 2011-04-06
Category : Business & Economics
ISBN : 9781118103128

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Managed Futures for Institutional Investors by Galen Burghardt,Brian Walls Pdf

A practical guide to institutional investing success Managed Futures for Institutional Investors is an essential guide that walks you through the important questions that need to be addressed before investing in this asset class and contains helpful direction for investors during the investing process. Backed by years of institutional experience, the authors reveal the opportunities offered by managed futures. They also include information on practices in the managed futures area and present the various analytical tools and building blocks required to use managed futures effectively. The book also contains insight on the issues that must be addressed when building and evaluating portfolios. Shows where to find data to evaluate managed futures and explains how managed futures are regulated Offers guidance on how to apply classic portfolio construction tools to managed futures Reveals how managed futures investments can help investors evaluate and meet risk, return, and liquidity objectives Managed Futures for Institutional Investors provides all the practical information to manage this type of investment well.

Author : Malcolm Kemp
Publisher : John Wiley & Sons
Page : 337 pages
File Size : 43,8 Mb
Release : 2011-10-04
Category : Business & Economics
ISBN : 9781119962878

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Extreme Events by Malcolm Kemp Pdf

Taking due account of extreme events when constructing portfolios of assets or liabilities is a key discipline for market professionals. Extreme events are a fact of life in how markets operate. In Extreme Events: Robust Portfolio Construction in the Presence of Fat Tails, leading expert Malcolm Kemp shows readers how to analyse market data to uncover fat-tailed behaviour, how to incorporate expert judgement in the handling of such information, and how to refine portfolio construction methodologies to make portfolios less vulnerable to extreme events or to benefit more from them. This is the only text that combines a comprehensive treatment of modern risk budgeting and portfolio construction techniques with the specific refinements needed for them to handle extreme events. It explains in a logical sequence what constitutes fat-tailed behaviour and why it arises, how we can analyse such behaviour, at aggregate, sector or instrument level, and how we can then take advantage of this analysis. Along the way, it provides a rigorous, comprehensive and clear development of traditional portfolio construction methodologies applicable if fat-tails are absent. It then explains how to refine these methodologies to accommodate real world behaviour. Throughout, the book highlights the importance of expert opinion, showing that even the most data-centric portfolio construction approaches ultimately depend on practitioner assumptions about how the world might behave. The book includes: Key concepts and methods involved in analysing extreme events A comprehensive treatment of mean-variance investing, Bayesian methods, market consistent approaches, risk budgeting, and their application to manager and instrument selection A systematic development of the refinements needed to traditional portfolio construction methodologies to cater for fat-tailed behaviour Latest developments in stress testing and back testing methodologies A strong focus on the practical implementation challenges that can arise at each step in the process and on how to overcome these challenges “Understanding how to model and analyse the risk of extreme events is a crucial part of the risk management process. This book provides a set of techniques that allow practitioners to do this comprehensively.” Paul Sweeting, Professor of Actuarial Science, University of Kent “How can the likeliness of crises affect the construction of portfolios? This question is highly topical in times where we still have to digest the last financial collapse. Malcolm Kemp gives the answer. His book is highly recommended to experts as well as to students in the financial field.” Christoph Krischanitz, President Actuarial Association of Austria, Chairman WG “Market Consistency” of Groupe Consultatif

Author : Ivan Damnjanovic,Kenneth Reinschmidt
Publisher : Springer
Page : 379 pages
File Size : 41,7 Mb
Release : 2019-05-23
Category : Technology & Engineering
ISBN : 9783030142513

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Data Analytics for Engineering and Construction Project Risk Management by Ivan Damnjanovic,Kenneth Reinschmidt Pdf

This book provides a step-by-step guidance on how to implement analytical methods in project risk management. The text focuses on engineering design and construction projects and as such is suitable for graduate students in engineering, construction, or project management, as well as practitioners aiming to develop, improve, and/or simplify corporate project management processes. The book places emphasis on building data-driven models for additive-incremental risks, where data can be collected on project sites, assembled from queries of corporate databases, and/or generated using procedures for eliciting experts’ judgments. While the presented models are mathematically inspired, they are nothing beyond what an engineering graduate is expected to know: some algebra, a little calculus, a little statistics, and, especially, undergraduate-level understanding of the probability theory. The book is organized in three parts and fourteen chapters. In Part I the authors provide the general introduction to risk and uncertainty analysis applied to engineering construction projects. The basic formulations and the methods for risk assessment used during project planning phase are discussed in Part II, while in Part III the authors present the methods for monitoring and (re)assessment of risks during project execution.

Author : Gregory Connor,Lisa R. Goldberg,Robert A. Korajczyk
Publisher : Princeton University Press
Page : 400 pages
File Size : 48,9 Mb
Release : 2010-03-15
Category : Business & Economics
ISBN : 9781400835294

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Portfolio Risk Analysis by Gregory Connor,Lisa R. Goldberg,Robert A. Korajczyk Pdf

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.

Author : Wolfgang Marty
Publisher : Springer
Page : 204 pages
File Size : 41,7 Mb
Release : 2015-10-08
Category : Business & Economics
ISBN : 9783319198125

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Portfolio Analytics by Wolfgang Marty Pdf

This textbook first introduces the reader to return measurement and then goes on to compare the time-weighted rate of return (TWR) with the money-weighted rate of return (MWR). To emphasize the importance of risk in conjunction with return, different tracking errors are analyzed and ex-post versus ex-ante risk figures are compared. The author then proceeds to modern portfolio theory (MPT) and illustrates how the constraints interfere substantially in the construction of optimized portfolios. As a conclusion, the book provides the reader with all the essential aspects of investment controlling.

Author : Lev Dynkin,Anthony Gould,Jay Hyman,Vadim Konstantinovsky,Bruce Phelps
Publisher : Princeton University Press
Page : 1000 pages
File Size : 40,6 Mb
Release : 2020-05-26
Category : Business & Economics
ISBN : 9780691210612

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Quantitative Management of Bond Portfolios by Lev Dynkin,Anthony Gould,Jay Hyman,Vadim Konstantinovsky,Bruce Phelps Pdf

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.

Author : Christine Brentani
Publisher : Elsevier
Page : 240 pages
File Size : 49,9 Mb
Release : 2003-12-05
Category : Business & Economics
ISBN : 9780080480084

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Portfolio Management in Practice by Christine Brentani Pdf

As individuals are becoming more and more responsible for ensuring their own financial future, portfolio or fund management has taken on an increasingly important role in banks' ranges of offerings to their clients. In addition, as interest rates have come down and the stock market has gone up and come down again, clients have a choice of leaving their saving in deposit accounts, or putting those savings in unit trusts or investment portfolios which invest in equities and/or bonds. Individuals are becoming aware that they might need to top up government pension allocations. Likewise, corporations who run employee pension schemes have to ensure that they are able to cover their current and future liabilities. Investing in unit trusts or mutual funds is one way for individuals and corporations alike to potentially enhance the returns on their savings. Introduction to Portfolio Management covers the: *Theoretical underpinnings of portfolio management *Basics of portfolio construction *Constraints to be considered when building a client portfolio *Types of analysis used for asset allocation and stock selection *Main types of funds available to investors *Inspired from the basic entry level training courses that have been developed by major international banks worldwide. *Will enable MSc Finance students, MBA students and those already in the finance profession to gain an understanding of the basic information and principles underlying the topic under discussion *Questions with answers, study topics, practical "real world" examples and text with an extensive bibliography and references ensure learning outcomes can be immediately applied

Author : Frank J. Fabozzi,Harry M. Markowitz
Publisher : John Wiley & Sons
Page : 708 pages
File Size : 49,8 Mb
Release : 2011-04-18
Category : Business & Economics
ISBN : 9781118067567

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The Theory and Practice of Investment Management by Frank J. Fabozzi,Harry M. Markowitz Pdf

An updated guide to the theory and practice of investment management Many books focus on the theory of investment management and leave the details of the implementation of the theory up to you. This book illustrates how theory is applied in practice while stressing the importance of the portfolio construction process. The Second Edition of The Theory and Practice of Investment Management is the ultimate guide to understanding the various aspects of investment management and investment vehicles. Tying together theoretical advances in investment management with actual practical applications, this book gives you a unique opportunity to use proven investment management techniques to protect and grow a portfolio under many different circumstances. Contains new material on the latest tools and strategies for both equity and fixed income portfolio management Includes key take-aways as well as study questions at the conclusion of each chapter A timely updated guide to an important topic in today's investment world This comprehensive investment management resource combines real-world financial knowledge with investment management theory to provide you with the practical guidance needed to succeed within the investment management arena.

Author : Vasant Naik,Mukundan Devarajan,Andrew Nowobilski ,Sébastien Page, CFA,Niels Pedersen
Publisher : CFA Institute Research Foundation
Page : 192 pages
File Size : 50,6 Mb
Release : 2016-12-30
Category : Business & Economics
ISBN : 9781944960155

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Factor Investing and Asset Allocation: A Business Cycle Perspective by Vasant Naik,Mukundan Devarajan,Andrew Nowobilski ,Sébastien Page, CFA,Niels Pedersen Pdf