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Alternative Investments

Author : CFA Institute
Publisher : John Wiley & Sons
ISBN 13 : 1119850622
Total Pages : 675 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Alternative Investments by : CFA Institute

Download or read book Alternative Investments written by CFA Institute and published by John Wiley & Sons. This book was released on 2021-11-04 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complete guide to alternative investments, from experts working with CFA Institute Alternative Investments is the definitive guide to understanding non-traditional asset classes. Alternatives are a disparate group of investments that are distinguished from long-only, publicly traded investments in stocks, bonds, and cash (often referred to as traditional investments). Alternative investments include real estate, commodities, infrastructure, and other non-traditional investments such as private equity or debt and hedge funds. They are attractive to investors because of the potential for portfolio diversification resulting in a higher risk-adjusted return for the portfolio. Alternative Investments and its accompanying workbook (sold separately) lead students and investment professionals through the many characteristics of non-traditional assets, including: Narrow specialization of the investment managers Relatively low correlation of returns with those of traditional investments Less regulation and less transparency than traditional investments Limited historical risk and return data Unique legal and tax considerations Higher fees, often including performance or incentive fees Concentrated portfolios Restrictions on redemptions (i.e. “lockups” and “gates”) CFA Institute is the world's premier association for investment professionals, and the governing body for the CFA® Program, CIPM® Program, CFA Institute ESG Investing Certificate, and Investment Foundations® Program. Those seeking a deeper understanding of the markets, mechanisms, and use of alternatives will value the level of expertise CFA Institute brings to the discussion, providing a clear, comprehensive resource for students and professionals alike. Whether used alone or in conjunction with the companion workbook, Alternative Investments offers a complete course in alternative investments and their role in investment management.

The Only Guide to Alternative Investments You'll Ever Need

Author : Larry E. Swedroe
Publisher : John Wiley and Sons
ISBN 13 : 0470885335
Total Pages : 238 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis The Only Guide to Alternative Investments You'll Ever Need by : Larry E. Swedroe

Download or read book The Only Guide to Alternative Investments You'll Ever Need written by Larry E. Swedroe and published by John Wiley and Sons. This book was released on 2010-05-13 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rewards of carefully chosen alternative investments can be great. But many investors don’t know enough about unfamiliar investments to make wise choices. For that reason, financial advisers Larry Swedroe and Jared Kizer designed this book to bring investors up to speed on the twenty most popular alternative investments: Real estate, Inflation-protected securities, Commodities, International equities, Fixed annuities, Stable-value funds, High-yield (junk) bonds, Private equity (venture capital), Covered calls, Socially responsible mutual funds, Precious metals equities, Preferred stocks, Convertible bonds, Emerging market bonds, Hedge funds, Leveraged buyouts, Variable annuities, Equity-indexed annuities, Structured investment products, Leveraged funds The authors describe how the investments work, the pros and cons of each, which to consider, which to avoid, and how to get started. Swedroe and Kizer evaluate each investment in terms of: Expected returns Volatility Distribution of returns Diversification potential Fees Trading and operating expenses Liquidity Tax efficiency Account location Role in an asset-allocation program Any investor who is considering or just curious about investment opportunities outside the traditional world of stocks, bonds, and bank certificates of deposit would be well-advised to read this book.

The Little Book of Alternative Investments

Author : Ben Stein
Publisher : John Wiley & Sons
ISBN 13 : 1118075269
Total Pages : 288 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis The Little Book of Alternative Investments by : Ben Stein

Download or read book The Little Book of Alternative Investments written by Ben Stein and published by John Wiley & Sons. This book was released on 2011-02-25 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise For THE LITTLE BOOK OF ALTERNATIVE INVESTMENTS "Ben and Phil have done it again. Another lucid, insightful book, designed to enhance your wealth! In today's stock-addled cult of equities, there is a gaping hole in most investors' portfolios...the whole panoply of alternative investments that can simultaneously help us cut our risk, better hedge our inflation risk, and boost our return. This Little Book is filled with big ideas on how to make these markets and strategies a treasured part of our investing toolkit." —Robert Arnott, Chairman, Research Affiliates "I have been reading Ben Stein for thirty-five years and Phil DeMuth since he joined up with Ben ten years ago. They do solid work, and this latest is no exception." —Jim Rogers, author of A Gift to My Children "If anyone can make hedge funds sexy, Stein and DeMuth can, and they've done it with style in this engaging, instructive, and tasteful how-to guide for investing in alternatives. But you should read this Kama Sutra of investment manuals not just for the thrills, but also to learn how to avoid the hazards of promiscuous and unprotected investing." —Andrew Lo, Professor and Director, MIT Laboratory for Financial Engineering

Alternative Investments

Author : CAIA Association
Publisher : John Wiley & Sons
ISBN 13 : 111901638X
Total Pages : 1207 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Alternative Investments by : CAIA Association

Download or read book Alternative Investments written by CAIA Association and published by John Wiley & Sons. This book was released on 2016-09-27 with total page 1207 pages. Available in PDF, EPUB and Kindle. Book excerpt: In-depth Level II exam preparation direct from the CAIA Association CAIA Level II is the official study guide for the Chartered Alternative Investment Analyst professional examination, and an authoritative guide to working in the alternative investment sphere. Written by the makers of the exam, this book provides in-depth guidance through the entire exam agenda; the Level II strategies are the same as Level I, but this time you'll review them through the lens of risk management and portfolio optimisation. Topics include asset allocation and portfolio oversight, style analysis, risk management, alternative asset securitisation, secondary market creation, performance and style attribution and indexing and benchmarking, with clear organisation and a logical progression that allows you to customise your preparation focus. This new third edition has been updated to align with the latest exam, and to reflect the current practices in the field. The CAIA designation was developed to provide a standardized knowledge base in the midst of explosive capital inflow into alternative investments. This book provides a single-source repository of that essential information, tailored to those preparing for the Level II exam. Measure, monitor and manage funds from a risk management perspective Delve into advanced portfolio structures and optimisation strategies Master the nuances of private equity, real assets, commodities and hedge funds Gain expert insight into preparing thoroughly for the CAIA Level II exam The CAIA Charter programme is rigorous and comprehensive, and the designation is globally recognised as the highest standard in alternative investment education. Candidates seeking thorough preparation and detailed explanations of all aspects of alternative investment need look no further than CAIA Level II.

Alternative Investments Workbook

Author : CFA Institute
Publisher : John Wiley & Sons
ISBN 13 : 1119853303
Total Pages : 162 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Alternative Investments Workbook by : CFA Institute

Download or read book Alternative Investments Workbook written by CFA Institute and published by John Wiley & Sons. This book was released on 2021-11-23 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hands-on practice with alternative investments based on real-world scenarios Alternative Investments Workbook provides the key component of effective learning—practice. Designed for both students and investment professionals, this companion workbook conveniently aligns with the Alternative Investments text chapter-by-chapter, offers brief chapter summaries to refresh your memory on key points before you begin working, and explicitly lays out the learning objectives so you understand the “why” of each problem. This workbook helps you: Synthesize essential material from the Alternative Investments text using real-world applications Understand the key characteristics of non-traditional investments Work toward specific chapter objectives to internalize important information CFA Institute is the world's premier association for investment professionals, and the governing body for the CFA® Program, CIPM® Program, CFA Institute ESG Investing Certificate, and Investment Foundations® Program. Those seeking a deeper understanding of the markets, mechanisms, and use of alternatives will value the level of expertise CFA Institute brings to the discussion as well as the extra practice delivered in Alternative Investments Workbook based on real scenarios investors face every day.

Alternative Investments

Author : CAIA Association
Publisher : John Wiley & Sons
ISBN 13 : 1119651689
Total Pages : 960 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Alternative Investments by : CAIA Association

Download or read book Alternative Investments written by CAIA Association and published by John Wiley & Sons. This book was released on 2020-09-28 with total page 960 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you are a seasoned professional looking to explore new areas within the alternative investment arena or a new industry participant seeking to establish a solid understanding of alternative investments, Alternative Investments: An Allocator's Approach, Fourth Edition (CAIA Level II curriculum official text) is the best way to achieve these goals. In recent years, capital formation has shifted dramatically away from public markets as issuers pursue better financial and value alignment with ownership, less onerous and expensive regulatory requirements, market and information dislocation, and liberation from the short-term challenges that undergird the public capital markets. The careful and informed use of alternative investments in a diversified portfolio can reduce risk, lower volatility, and improve returns over the long-term, enhancing investors' ability to meet their investment outcomes. Alternative Investments: An Allocator's Approach (CAIA Level II curriculum official text) is a key resource that can be used to improve the sophistication of asset owners and those who work with them. This text comprises the curriculum, when combined with supplemental materials available at caia.org, for the CAIA Level II exam. "Over the course of my long career one tenet has held true, 'Continuing Education'. Since CalSTRS is a teachers' pension plan, it is no surprise that continuing education is a core attribute of our Investment Office culture. Overseeing one of the largest institutional pools of capital in the world requires a cohesive knowledge and understanding of both public and private market investments and strategies. We must understand how these opportunities might contribute to delivering on investment outcomes for our beneficiaries. Alternative Investments: An Allocator's Approach is the definitive core instruction manual for an institutional investor, and it puts you in the captain's chair of the asset owner." —Christopher J. Ailman, Chief Investment Officer, California State Teachers’ Retirement System "Given their diversified cash flow streams and returns, private markets continue to be a growing fixture of patient, long-term portfolios. As such, the need to have proficiency across these sophisticated strategies, asset classes, and instruments is critical for today's capital allocator. As a proud CAIA charterholder, I have seen the practical benefits in building a strong private markets foundation, allowing me to better assist my clients." —Jayne Bok, CAIA, CFA, Head of Investments, Asia, Willis Tower Watson

CAIA Level I

Author : CAIA Association
Publisher : John Wiley & Sons
ISBN 13 : 0470557249
Total Pages : 779 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis CAIA Level I by : CAIA Association

Download or read book CAIA Level I written by CAIA Association and published by John Wiley & Sons. This book was released on 2009-10-02 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: Not to be used after March, 2012 Exams – CAIA Level I, 2nd Edition should be used to prepare for September 2012 Exam. The official study text for the Level I Chartered Alternative Investment Analyst (CAIA) exam The Chartered Alternative Investment Analyst (CAIA) designation is the financial industry's first and only globally recognized program that prepares professionals to deal with the ever-growing field of alternative investments. The CAIA Level I: An Introduction to Core Topics in Alternative Investments contains all material on alternative investments that a potential Level I candidate would need to know as they prepare for the exam. The information found here will help you build a solid foundation in both traditional and alternative investment markets-for example, the range of statistics that are used to define investment performance as well as the many types of hedge fund strategies. It will also inform CAIA candidates on how to identify and describe aspects of financial markets, develop reasoning skills, and in some cases, make computations necessary to solve business problems. Contains "need to know" material for Level I candidates and for alternative investment specialists Addresses all of the unique attributes associated with the alternative investments space Organized with a study guide outline and learning objectives with key terms, available for free at www.caia.org/program/studyguides Focuses on alternative investments and quantitative techniques used by investment professionals This book is a must-have resource for anyone contemplating taking the CAIA Level I exam.

Alternative Investments And Strategies

Author : Rudiger Kiesel
Publisher : World Scientific
ISBN 13 : 9814467332
Total Pages : 414 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Alternative Investments And Strategies by : Rudiger Kiesel

Download or read book Alternative Investments And Strategies written by Rudiger Kiesel and published by World Scientific. This book was released on 2010-06-18 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines academic research and practical expertise on alternative assets and trading strategies in a unique way. The asset classes that are discussed include: credit risk, cross-asset derivatives, energy, private equity, freight agreements, alternative real assets (ARA), and socially responsible investments (SRI). The coverage on trading and investment strategies are directed at portfolio insurance, especially constant proportion portfolio insurance (CPPI) and constant proportion debt obligation (CPDO) strategies, robust portfolio optimization, and hedging strategies for exotic options.

The Alternative Answer

Author : Bob Rice
Publisher : Harper Collins
ISBN 13 : 0062257919
Total Pages : 214 pages
Book Rating : 4.0/5 (622 download)

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Book Synopsis The Alternative Answer by : Bob Rice

Download or read book The Alternative Answer written by Bob Rice and published by Harper Collins. This book was released on 2013-05-14 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to explain the new world of alternative investing, showing how anyone can use nontraditional options to significantly increase returns and lower risks The world's elite investors have long relied on alternative investments to produce superior returns. Until now, these strategies were the exclusive purview of institutions and the superwealthy, but today any informed investor can play the same game. A rainbow of investment options—timber, start-ups, master limited partnerships (MLPs), hedged strategies, managed futures, infrastructure, peer-to-peer lending, farmland, and dozens of other nontraditional strategies—can provide dramatically better gains, with less total risk, than the standard choices. In The Alternative Answer, Bob Rice, Bloomberg TV's Alternative Investments Editor, leads an entertaining and easy- to-understand tour of this world, and suggests specific alternative investments for all four key "jobs" of a portfolio: safely generating more current income, decreasing risks of economic shocks, significantly increasing long-term profits, and protecting purchasing power over time. Regardless of experience or net worth, readers will learn exactly how to substantially improve investment performance—in the same way that the world's best investors already do. Stocks and bonds alone aren't nearly enough. Investors need an alternative answer and now they have it.

Handbook of Alternative Assets

Author : Mark J. P. Anson
Publisher : John Wiley & Sons
ISBN 13 : 9780470089224
Total Pages : 720 pages
Book Rating : 4.0/5 (892 download)

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Book Synopsis Handbook of Alternative Assets by : Mark J. P. Anson

Download or read book Handbook of Alternative Assets written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first edition of the Handbook of Alternative Assets was published, significant events-from the popping of the technology bubble and massive accounting scandals to recessions and bear markets-have shifted the financial landscape. These changes have provided author Mark J. P. Anson with an excellent opportunity to examine alternative assets during a different part of the economic cycle than previously observed in the first edition. Fully revised and updated to reflect today's financial realities, the Handbook of Alternative Assets, Second Edition covers the five major classes of alternative assets-hedge funds, commodity and managed futures, private equity, credit derivatives, and corporate governance-and outlines the strategies you can use to efficiently incorporate these assets into any portfolio. Throughout the book, new chapters have been added, different data sources accessed, and new conclusions reached. Designed as both an introduction to the world of alternative assets and as a reference for the active investor, the Handbook of Alternative Assets, Second Edition will help you match alternative assets with your various investment goals.

Alternative Investments: A Primer for Investment Professionals

Author : Donald R. Chambers
Publisher : CFA Institute Research Foundation
ISBN 13 : 1944960384
Total Pages : 122 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis Alternative Investments: A Primer for Investment Professionals by : Donald R. Chambers

Download or read book Alternative Investments: A Primer for Investment Professionals written by Donald R. Chambers and published by CFA Institute Research Foundation. This book was released on 2018 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alternative Investments: A Primer for Investment Professionals provides an overview of alternative investments for institutional asset allocators and other overseers of portfolios containing both traditional and alternative assets. It is designed for those with substantial experience regarding traditional investments in stocks and bonds but limited familiarity regarding alternative assets, alternative strategies, and alternative portfolio management. The primer categorizes alternative assets into four groups: hedge funds, real assets, private equity, and structured products/derivatives. Real assets include vacant land, farmland, timber, infrastructure, intellectual property, commodities, and private real estate. For each group, the primer provides essential information about the characteristics, challenges, and purposes of these institutional-quality alternative assets in the context of a well-diversified institutional portfolio. Other topics addressed by this primer include tail risk, due diligence of the investment process and operations, measurement and management of risks and returns, setting return expectations, and portfolio construction. The primer concludes with a chapter on the case for investing in alternatives.

The Principles of Alternative Investments Management

Author : Ewelina Sokołowska
Publisher : Springer
ISBN 13 : 3319132156
Total Pages : 194 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis The Principles of Alternative Investments Management by : Ewelina Sokołowska

Download or read book The Principles of Alternative Investments Management written by Ewelina Sokołowska and published by Springer. This book was released on 2015-06-24 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to present the principles of alternative investments in management. The individual chapters provide a detailed analysis of various classes of alternative investments on the financial market. Despite many different definitions of alternative investments, it can be assumed that a classical approach to alternative investments includes hedge funds, fund of funds (FOF), managed accounts, structured products and private equity/venture capital. Alternative investment in keeping with this broad definition is the subject of consideration here. The theoretical part of each chapter is meant to collect, systematize and deepen readers’ understanding of a given investment category, while the practical part of each focuses on an analysis of the current state of development of alternative investments on the global market and outlines the prospects of future market development. This book will be a valuable tool for scholars, practitioners and policy-makers alike.

Exotic Alternative Investments

Author : Kevin R. Mirabile
Publisher : Anthem Press
ISBN 13 : 1785276115
Total Pages : 280 pages
Book Rating : 4.7/5 (852 download)

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Book Synopsis Exotic Alternative Investments by : Kevin R. Mirabile

Download or read book Exotic Alternative Investments written by Kevin R. Mirabile and published by Anthem Press. This book was released on 2021-01-05 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book evaluates investment opportunities such as life settlements, litigation funding, farmlands, royalties, weather derivatives, collectables and other unique asset classes. It provides an in-depth analysis of the returns, risks, opportunities and portfolio effects for anyone who wants to expand their investment horizons. This book is for individual investors, financial advisors, and academics who desire knowledge about investment products beyond just stocks and bonds or vanilla hedge funds, private equity and real estate investments. It provides a critical link to industry data and original research to support the case for adding exotic alternative investments to traditional portfolios.

Alternative Financial Medicine

Author : Kenyon Meadows M D
Publisher : Meadows Enterprises
ISBN 13 : 9780997004007
Total Pages : pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Alternative Financial Medicine by : Kenyon Meadows M D

Download or read book Alternative Financial Medicine written by Kenyon Meadows M D and published by Meadows Enterprises. This book was released on 2017-02-27 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Are you tired of the volatile swings of the stock market and low yields of traditional -safe- paper investments? If so, you're in the right place. In Alternative Financial Medicine, Dr. Kenyon Meadows shows you some of the many alternative assets that can produce attractive yields across a wide range of investment budgets and risk tolerance levels, with a heavy focus on emerging online lending platforms. You will learn how to connect your capital to creditworthy people, entrepreneurs, and real estate projects for double-digit returns, often backed by hard assets and often from the convenience of your mobile device. Dr. Meadows covers: -Peer-to-peer lending -Peer-to-business lending -Private mortgage lending -Real estate crowdfunding -Student loan investing -Distressed mortgage notes -Turnkey rental property The tools and platforms needed to achieve a level of diversification previously available only to big investors are here now. Are you ready for a dose of Alternative Financial Medicine?

The Handbook of Traditional and Alternative Investment Vehicles

Author : Mark J. P. Anson
Publisher : John Wiley & Sons
ISBN 13 : 1118008693
Total Pages : 497 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis The Handbook of Traditional and Alternative Investment Vehicles by : Mark J. P. Anson

Download or read book The Handbook of Traditional and Alternative Investment Vehicles written by Mark J. P. Anson and published by John Wiley & Sons. This book was released on 2010-12-03 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive volume that covers a complete array of traditional and alternative investment vehicles This practical guide provides a comprehensive overview of traditional and alternative investment vehicles for professional and individual investors hoping to gain a deeper understanding of the benefits and pitfalls of using these products. In it, expert authors Mark Anson, Frank Fabozzi, and Frank Jones clearly present the major principles and methods of investing and their risks and rewards. Along the way, they focus on providing you with the information needed to successfully invest using a host of different methods depending upon your needs and goals. Topics include equities, all types of fixed income securities, investment-oriented insurance products, mutual funds, closed-end funds, investment companies, exchange-traded funds, futures, options, hedge funds, private equity, and real estate Written by the expert author team of Mark Anson, Frank Fabozzi, and Frank Jones Includes valuable insights for everyone from finance professionals to individual investors Many finance books offer collections of expertise on one or two areas of finance, but The Handbook of Traditional and Alternative Investment Vehicles brings all of these topics together in one comprehensive volume.

CAIA Level II

Author : CAIA Association
Publisher : John Wiley & Sons
ISBN 13 : 111844728X
Total Pages : 1 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis CAIA Level II by : CAIA Association

Download or read book CAIA Level II written by CAIA Association and published by John Wiley & Sons. This book was released on 2012-09-06 with total page 1 pages. Available in PDF, EPUB and Kindle. Book excerpt: CAIA Association has developed two examinations that are used to certify Chartered Alternative Investment Analysts. The Level I curriculum builds a foundation in both traditional and alternative investment markets--for example, the range of statistics that are used to define investment performance as well as the many types of hedge fund strategies. The readings for the Level II exam focus on the same strategies, but change the context to one of risk management and portfolio optimization. Level II CAIA exam takers have to work through the following agenda: asset allocation & portfolio oversight style analysis risk management alternative asset securitization secondary market creation performance and style attribution indexation and benchmarking

The Book of Alternative Data

Author : Alexander Denev
Publisher : John Wiley & Sons
ISBN 13 : 1119601797
Total Pages : 416 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis The Book of Alternative Data by : Alexander Denev

Download or read book The Book of Alternative Data written by Alexander Denev and published by John Wiley & Sons. This book was released on 2020-07-21 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.