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This book explores the current state of the art in quantitative investment management across seven key areas. Chapters by academics and practitioners working in leading investment management organizations bring together major theoretical and practical aspects of the field.
Book Synopsis The Oxford Handbook of Quantitative Asset Management by : Bernd Scherer
Download or read book The Oxford Handbook of Quantitative Asset Management written by Bernd Scherer and published by OUP Oxford. This book was released on 2014-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the current state of the art in quantitative investment management across seven key areas. Chapters by academics and practitioners working in leading investment management organizations bring together major theoretical and practical aspects of the field.
Transportation Asset Management (TAM) is a strategic approach to maximize the benefits from resources used to operate, expand, and preserve the transportation infrastructure. It takes a long-term perspective of infrastructure performance and cost, and considers investment options in a comprehensive and informed way. TAM integrates the various disciplines related to infrastructure management, including planning, engineering, economics, and budgeting. It is systematic and fact based, and therefore dependent on good information and analytical capabilities. Economic analysis plays a critical role in TAM by facilitating tradeoff analysis, in which the net benefits of competing investment options are compared in terms of their "dollars and cents" impact on the public. Information from the analysis feeds back to planners and engineers, allowing them to identify the most beneficial investments.
Book Synopsis Economics in Asset Management by :
Download or read book Economics in Asset Management written by and published by . This book was released on 2003 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transportation Asset Management (TAM) is a strategic approach to maximize the benefits from resources used to operate, expand, and preserve the transportation infrastructure. It takes a long-term perspective of infrastructure performance and cost, and considers investment options in a comprehensive and informed way. TAM integrates the various disciplines related to infrastructure management, including planning, engineering, economics, and budgeting. It is systematic and fact based, and therefore dependent on good information and analytical capabilities. Economic analysis plays a critical role in TAM by facilitating tradeoff analysis, in which the net benefits of competing investment options are compared in terms of their "dollars and cents" impact on the public. Information from the analysis feeds back to planners and engineers, allowing them to identify the most beneficial investments.
Long gone are the times when investors could make decisions based on intuition. Modern asset management draws on a wide-range of fields beyond financial theory: economics, financial accounting, econometrics/statistics, management science, operations research (optimization and Monte Carlo simulation), and more recently, data science (Big Data, machine learning, and artificial intelligence). The challenge in writing an institutional asset management book is that when tools from these different fields are applied in an investment strategy or an analytical framework for valuing securities, it is assumed that the reader is familiar with the fundamentals of these fields. Attempting to explain strategies and analytical concepts while also providing a primer on the tools from other fields is not the most effective way of describing the asset management process. Moreover, while an increasing number of investment models have been proposed in the asset management literature, there are challenges and issues in implementing these models. This book provides a description of the tools used in asset management as well as a more in-depth explanation of specialized topics and issues covered in the companion book, Fundamentals of Institutional Asset Management. The topics covered include the asset management business and its challenges, the basics of financial accounting, securitization technology, analytical tools (financial econometrics, Monte Carlo simulation, optimization models, and machine learning), alternative risk measures for asset allocation, securities finance, implementing quantitative research, quantitative equity strategies, transaction costs, multifactor models applied to equity and bond portfolio management, and backtesting methodologies. This pedagogic approach exposes the reader to the set of interdisciplinary tools that modern asset managers require in order to extract profits from data and processes.
Book Synopsis Asset Management: Tools And Issues by : Frank J Fabozzi
Download or read book Asset Management: Tools And Issues written by Frank J Fabozzi and published by World Scientific. This book was released on 2020-12-02 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Long gone are the times when investors could make decisions based on intuition. Modern asset management draws on a wide-range of fields beyond financial theory: economics, financial accounting, econometrics/statistics, management science, operations research (optimization and Monte Carlo simulation), and more recently, data science (Big Data, machine learning, and artificial intelligence). The challenge in writing an institutional asset management book is that when tools from these different fields are applied in an investment strategy or an analytical framework for valuing securities, it is assumed that the reader is familiar with the fundamentals of these fields. Attempting to explain strategies and analytical concepts while also providing a primer on the tools from other fields is not the most effective way of describing the asset management process. Moreover, while an increasing number of investment models have been proposed in the asset management literature, there are challenges and issues in implementing these models. This book provides a description of the tools used in asset management as well as a more in-depth explanation of specialized topics and issues covered in the companion book, Fundamentals of Institutional Asset Management. The topics covered include the asset management business and its challenges, the basics of financial accounting, securitization technology, analytical tools (financial econometrics, Monte Carlo simulation, optimization models, and machine learning), alternative risk measures for asset allocation, securities finance, implementing quantitative research, quantitative equity strategies, transaction costs, multifactor models applied to equity and bond portfolio management, and backtesting methodologies. This pedagogic approach exposes the reader to the set of interdisciplinary tools that modern asset managers require in order to extract profits from data and processes.
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.
Book Synopsis Advances in the Practice of Public Investment Management by : Narayan Bulusu
Download or read book Advances in the Practice of Public Investment Management written by Narayan Bulusu and published by Palgrave MacMillan. This book was released on 2019-08-27 with total page 424 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.
Stocks and bonds? Real estate? Hedge funds? Private equity? If you think those are the things to focus on in building an investment portfolio, Andrew Ang has accumulated a body of research that will prove otherwise. In this book, Ang upends the conventional wisdom about asset allocation by showing that what matters aren't asset class labels but the bundles of overlapping risks they represent.
Book Synopsis Asset Management by : Andrew Ang
Download or read book Asset Management written by Andrew Ang and published by Oxford University Press, USA. This book was released on 2014 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stocks and bonds? Real estate? Hedge funds? Private equity? If you think those are the things to focus on in building an investment portfolio, Andrew Ang has accumulated a body of research that will prove otherwise. In this book, Ang upends the conventional wisdom about asset allocation by showing that what matters aren't asset class labels but the bundles of overlapping risks they represent.
This book examines sustainable wealth formation and dynamic decision-making. The global economy experienced a veritable meltdown of asset markets in the years 2007-9, where many funds were overexposed to risky returns and suffered considerable losses. On the other hand, the long-term upswing in the stock market since 2010 has led to asset price booms and some new, but also uneven, wealth formation. In this book a broader set of constraints and guidelines for asset management and wealth accumulation is developed. The authors investigate how wealth formation and the proper management of financial funds can help to adequately buffer income risk and obtain sufficient risk-free income at a later stage of life, while also being socially and environmentally sustainable. The book explores behavioral and institutional rules for decision-making that reflect such constraints and guidelines, without necessarily being optimal in the narrow sense. The authors explain the need for such a dynamic decision-making and dynamic re-balancing of portfolios, by putting forward dynamic programming as an approach to dynamic decision-making that can allow sustainable wealth accumulation and dynamic asset allocation to be successfully integrated. This book provides a clear and comprehensive treatment of asset accumulation and dynamic portfolio models with an emphasis on long term and sustainable wealth formation. An important concern in public debate is the sustainability of our economy and this book employs cutting edge quantitative techniques and models to highlight important facts that cannot be disputed under any reasonable assumptions. It has the potential to become a standard reference for both academic researchers and quantitatively trained practitioners. Eckhard Platen, Professor of Quantitative Finance, University of Technology Sydney, Australia This book should be read by both academics and practitioners alike. The former will find intellectually rigorous discussions and innovative solutions. The latter may find a few of the concepts a bit challenging. Yet, theory and technology are there to help simplify the work of those who worry about what time it is rather than how to make a watch--- but they do need a watch. Jean Brunel, Founder of Brunel Associates and Editor of The Journal of Wealth Management
Book Synopsis Sustainable Asset Accumulation and Dynamic Portfolio Decisions by : Carl Chiarella
Download or read book Sustainable Asset Accumulation and Dynamic Portfolio Decisions written by Carl Chiarella and published by Springer. This book was released on 2016-09-01 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines sustainable wealth formation and dynamic decision-making. The global economy experienced a veritable meltdown of asset markets in the years 2007-9, where many funds were overexposed to risky returns and suffered considerable losses. On the other hand, the long-term upswing in the stock market since 2010 has led to asset price booms and some new, but also uneven, wealth formation. In this book a broader set of constraints and guidelines for asset management and wealth accumulation is developed. The authors investigate how wealth formation and the proper management of financial funds can help to adequately buffer income risk and obtain sufficient risk-free income at a later stage of life, while also being socially and environmentally sustainable. The book explores behavioral and institutional rules for decision-making that reflect such constraints and guidelines, without necessarily being optimal in the narrow sense. The authors explain the need for such a dynamic decision-making and dynamic re-balancing of portfolios, by putting forward dynamic programming as an approach to dynamic decision-making that can allow sustainable wealth accumulation and dynamic asset allocation to be successfully integrated. This book provides a clear and comprehensive treatment of asset accumulation and dynamic portfolio models with an emphasis on long term and sustainable wealth formation. An important concern in public debate is the sustainability of our economy and this book employs cutting edge quantitative techniques and models to highlight important facts that cannot be disputed under any reasonable assumptions. It has the potential to become a standard reference for both academic researchers and quantitatively trained practitioners. Eckhard Platen, Professor of Quantitative Finance, University of Technology Sydney, Australia This book should be read by both academics and practitioners alike. The former will find intellectually rigorous discussions and innovative solutions. The latter may find a few of the concepts a bit challenging. Yet, theory and technology are there to help simplify the work of those who worry about what time it is rather than how to make a watch--- but they do need a watch. Jean Brunel, Founder of Brunel Associates and Editor of The Journal of Wealth Management
Asset management can be defined as the selection and maintenance over time of listed and unlisted financial instruments, with the aim of obtaining the best possible return for a certain level of risk.Nowadays, the asset management industry is under pressure for various reasons, including reductions in margins, constant regulatory, macro-economic and political changes, and new business models such as robo-advice.This book aims to provide an overview of asset management by focusing on some of the main issues in the sector. It gathers contributions on the system, strategies, opportunities and challenges.Chapter One highlights the importance of adopting an enterprise approach to the implementation of the asset management system, especially for large organizations. Chapter Two focuses on active and passive portfolio investment strategies. Active strategies aim to beat the market, while passive strategies support the efficient market theory by implying that a rational investor should buy the market as it is. Empirical evidence, in fact, supports both strategies. Chapter Three discusses a quantitative model applied to equity indexes corrected in order to consider currency risk. Chapter Four compares the portfolio characteristics and performance measures of social impact mutual funds, which implement different sustainable and responsible investment strategies. Chapter Five deals with impact investing, which is a niche within the Socially Responsible Investing (SRI) parameters. Chapter Six examines the asset allocation strategies of Sovereign Wealth Funds (SWFs), which are state-owned investment funds or entities that have emerged as important investors in global equity. Finally, Chapter Seven provides background information on art investment and the combination of art and finance, with the focus on the demand for investment in art, art advisory models and art funds.
Book Synopsis Asset Management by : Maria Cristina Arcuri
Download or read book Asset Management written by Maria Cristina Arcuri and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Asset management can be defined as the selection and maintenance over time of listed and unlisted financial instruments, with the aim of obtaining the best possible return for a certain level of risk.Nowadays, the asset management industry is under pressure for various reasons, including reductions in margins, constant regulatory, macro-economic and political changes, and new business models such as robo-advice.This book aims to provide an overview of asset management by focusing on some of the main issues in the sector. It gathers contributions on the system, strategies, opportunities and challenges.Chapter One highlights the importance of adopting an enterprise approach to the implementation of the asset management system, especially for large organizations. Chapter Two focuses on active and passive portfolio investment strategies. Active strategies aim to beat the market, while passive strategies support the efficient market theory by implying that a rational investor should buy the market as it is. Empirical evidence, in fact, supports both strategies. Chapter Three discusses a quantitative model applied to equity indexes corrected in order to consider currency risk. Chapter Four compares the portfolio characteristics and performance measures of social impact mutual funds, which implement different sustainable and responsible investment strategies. Chapter Five deals with impact investing, which is a niche within the Socially Responsible Investing (SRI) parameters. Chapter Six examines the asset allocation strategies of Sovereign Wealth Funds (SWFs), which are state-owned investment funds or entities that have emerged as important investors in global equity. Finally, Chapter Seven provides background information on art investment and the combination of art and finance, with the focus on the demand for investment in art, art advisory models and art funds.
Praise for Investment Management "A compelling analysis of the challenges of investment management, and why investment management firms require innovation to succeed." —Blake Grossman, CEO, Barclays Global Investors "Great investment managers understand that positioning portfolios for clients should not be an act of conformity, but rather a constant journey of shifting fundamentals and opinion. Wayne and Ralph bring this fact to life by addressing some of the key challenges to serious investment thinking, using top-level researchers in their respective fields. For those investment managers and clients who want to go beyond the ordinary." —Jeff Diermeier, former CEO of CFA Institute and retired CIO of UBS Global Asset Management "The essays in this book provide an invaluable reference point of serious readings for money managers. The works provide the analyst with the most recent scholarship in a single book, presenting ideas and philosophy that will lead me back to its various sections time and time again." —Kenneth S. Hackel, CFA, President, CT Capital LLC "The crash of 2007–2009 brought a harsh conclusion to a quarter of a century of unprecedented growth and prosperity for the investment management industry, which faces no less a task than reinventing itself. Rieves' and Wagner's contribution to the way forward couldn't be timelier." —Richard Ennis, Principal, Ennis Knupp + Associates "This book uniformly focuses on the best practices to which investment management professionals should commit. I highly recommend this book to investment managers, sales people, and trustees of pensions, endowments, trusts, and mutual funds." —Jack Clark Francis, PhD, Professor of Economics and Finance, Bernard Baruch College
Book Synopsis Investment Management by : Wayne H. Wagner
Download or read book Investment Management written by Wayne H. Wagner and published by John Wiley & Sons. This book was released on 2009-07-15 with total page 599 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Investment Management "A compelling analysis of the challenges of investment management, and why investment management firms require innovation to succeed." —Blake Grossman, CEO, Barclays Global Investors "Great investment managers understand that positioning portfolios for clients should not be an act of conformity, but rather a constant journey of shifting fundamentals and opinion. Wayne and Ralph bring this fact to life by addressing some of the key challenges to serious investment thinking, using top-level researchers in their respective fields. For those investment managers and clients who want to go beyond the ordinary." —Jeff Diermeier, former CEO of CFA Institute and retired CIO of UBS Global Asset Management "The essays in this book provide an invaluable reference point of serious readings for money managers. The works provide the analyst with the most recent scholarship in a single book, presenting ideas and philosophy that will lead me back to its various sections time and time again." —Kenneth S. Hackel, CFA, President, CT Capital LLC "The crash of 2007–2009 brought a harsh conclusion to a quarter of a century of unprecedented growth and prosperity for the investment management industry, which faces no less a task than reinventing itself. Rieves' and Wagner's contribution to the way forward couldn't be timelier." —Richard Ennis, Principal, Ennis Knupp + Associates "This book uniformly focuses on the best practices to which investment management professionals should commit. I highly recommend this book to investment managers, sales people, and trustees of pensions, endowments, trusts, and mutual funds." —Jack Clark Francis, PhD, Professor of Economics and Finance, Bernard Baruch College
Book Synopsis Economics in Asset Management :. by :
Download or read book Economics in Asset Management :. written by and published by . This book was released on 2007 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to "learn" complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects.
Book Synopsis Machine Learning for Asset Managers by : Marcos M. López de Prado
Download or read book Machine Learning for Asset Managers written by Marcos M. López de Prado and published by Cambridge University Press. This book was released on 2020-04-22 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to "learn" complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specification search, robust to multicollinearity and other substitution effects.
