Data-Driven Investing, + Website

Data-Driven Investing, + Website

Author: Matei Zatreanu

Publisher: Wiley

Published: 2025-04-29

Total Pages: 0

ISBN-13: 9781119429630

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Implement a data-driven investment strategy The investing landscape is increasingly driven by big data and artificial intelligence. For most finance professionals, big data, statistics, and programming are outside their comfort zone. Yet, proficiency in these areas is becoming a prerequisite for successful investing. And while there are plenty of resources on these individual topics, what is missing is a framework for combining these disciplines for investment purposes. Data-Driven Investing shows readers how investment decisions can be made or improved through the use of alternative datasets and inference techniques. The author covers artificial intelligence algorithms, data visualization, and data sourcing to show how these components come together to form a more robust investment strategy. The goal is to help finance professionals prepare for an investing landscape increasingly driven by big data and artificial intelligence. Shows how investing wisdom can be harnessed through science and augmented by data Demonstrates how an augmented investing philosophy promises a deeper understanding of future economic performance Is essential reading for fund managers, research analysts, quantitative investors, data scientists, and general finance professionals Includes a companion website with code, data sets, and videos providing more in-depth information on augmented/data-driven investing This book comes at a time of increasing investor anxiety with lackluster hedge fund performance, which is causing many funds to explore data-driven investing as a possible evolution of their strategies.


The Book of Alternative Data

The Book of Alternative Data

Author: Alexander Denev

Publisher: John Wiley & Sons

Published: 2020-07-21

Total Pages: 416

ISBN-13: 1119601797

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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.


Merger Arbitrage

Merger Arbitrage

Author: Lionel Melka

Publisher: John Wiley & Sons

Published: 2014-02-03

Total Pages: 325

ISBN-13: 1118440013

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A wave of corporate mergers, acquisitions, restructuring, and similar transactions has created unprecedented opportunities for those versed in contemporary risk arbitrage techniques. At the same time, the nature of the merger wave has lent such transactions a much higher degree of predictability than ever before, making risk arbitrage more attractive to investors. Surprisingly, there is little transparency and instruction for investors interested in learning the latest risk arbitrage techniques. Merger Arbitrage – A Fundamental Approach to Event-Driven Investing helps readers understand the inner workings of the strategy and hedge funds which engaged in this investment strategy. Merger arbitrage is one of the most commonly used strategies but paradoxically one of the least known. This book puts it in the spotlight and explains how fund managers are able to benefit from mergers and acquisitions. It describes how to implement this strategy, located at the crossroad of corporate finance and asset management, and where its risks lie through numerous topical examples. The book is split into three parts. The first part, examining the basis of merger arbitrage, looks at the key role of the market in takeover bids. It also assesses the major changes in the financial markets over recent years and their impact on M&A. Various M&A risk and return factors are also discussed, alongside the historical profitability of merger arbitrage, the different approaches used by fund managers and the results of academic studies on the subject. The second part of the book deals with the risk of an M&A transaction failing in terms of financing risk, competition issues, the legal aspects of merger agreements and administrative and political risks. The third part of the book examines specificities of M&A transactions, comprehensively covering hostile takeovers and leveraged buyouts. Each part contains many recent examples and case studies in order to show how the various theories and notions are put into practice. From researching prospects and determining positions, to hedging and trading tactics, Lionel Melka and Amit Shabi present the full complement of sophisticated risk arbitrage techniques, making Merger Arbitrage a must read for finance and investment professionals who want to take advantage of the nearly limitless opportunities afforded by today’s rapidly changing global business environment. The book builds on its authors’ diverse backgrounds and common experience managing a merger arbitrage fund, providing readers with an enriching inside view on M&A operations. Translated by Andrew Fanko and Frances Thomas


Python for Finance

Python for Finance

Author: Yves Hilpisch

Publisher: "O'Reilly Media, Inc."

Published: 2018-12-05

Total Pages: 720

ISBN-13: 1492024295

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The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks.


Data-Driven Marketing Content

Data-Driven Marketing Content

Author: Lee Wilson

Publisher: Emerald Publishing Limited

Published: 2019-06-19

Total Pages: 0

ISBN-13: 9781789738186

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This practical content guide empowers businesses to understand, identify and act on big-data opportunities, producing superior business insights for prolific marketing gains.


Open Data Now: The Secret to Hot Startups, Smart Investing, Savvy Marketing, and Fast Innovation

Open Data Now: The Secret to Hot Startups, Smart Investing, Savvy Marketing, and Fast Innovation

Author: Joel Gurin

Publisher: McGraw Hill Professional

Published: 2014-01-10

Total Pages: 351

ISBN-13: 0071829784

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Get unprecedented access to thousands of databases. It's called Open Data, and it's revolutionizing business. The business leader’s guide to using Open Data to analyze patterns and trends, manage risk, solve problems—and seize the competitive edge Two major trends—the exponential growth of digital data and an emerging culture of disclosure and transparency—have converged to create a world where voluminous information about businesses, government, and the population is becoming visible, accessible, and usable. It’s called Open Data, and this book helps leaders harness its power to market and grow their companies. Open Data Now gives you the knowledge and tools to take advantage of this phenomenon in its early stages—and beat the competition to leveraging its many benefits. Joel Gurin is an expert on making complex data sets useful in solving consumer problems, analyzing corporate information, and addressing social issues. He has collaborated with leaders in data, technology, and policy in the U.S. and UK governments, including officials in the White House and 10 Downing Street and at more than 20 U.S. federal agencies.


Faith Driven Entrepreneur

Faith Driven Entrepreneur

Author: Henry Kaestner

Publisher: Tyndale House Publishers, Inc.

Published: 2021-08

Total Pages: 185

ISBN-13: 1496457234

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"I'm excited about Faith Driven Entrepreneur. Anyone who is following the example of their creator God can find echoes of their work in this book." --Lecrae Entrepreneurship can be a lonely journey. But it doesn't need to be. God has a purpose and a plan for all those entrepreneurial dreams and creative gifts he gave you. The work you do today--the company you've built, the employees you work with, the customers you serve, the shareholders you report to, all of it--serves as an active part of what God wants to accomplish on earth. You are not alone in this journey. Join other faith-driven entrepreneurs as, together, we identify the values, habits, and traits that empower us to successfully build businesses, serve our communities, and faithfully pursue a loving relationship with God; read stories that exemplify how those values, habits, and traits unfold in everyday life; and discover the potential God wants to unleash through our work. Each book purchase includes access to the eight-session Faith Driven Entrepreneur video series, a discussion guide to encourage conversation among peers, and an invitation to join a Faith Driven Entrepreneur Group to meet other like-minded entrepreneurs.


Risk-Based and Factor Investing

Risk-Based and Factor Investing

Author: Emmanuel Jurczenko

Publisher: Elsevier

Published: 2015-11-24

Total Pages: 488

ISBN-13: 0081008112

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This book is a compilation of recent articles written by leading academics and practitioners in the area of risk-based and factor investing (RBFI). The articles are intended to introduce readers to some of the latest, cutting edge research encountered by academics and professionals dealing with RBFI solutions. Together the authors detail both alternative non-return based portfolio construction techniques and investing style risk premia strategies. Each chapter deals with new methods of building strategic and tactical risk-based portfolios, constructing and combining systematic factor strategies and assessing the related rules-based investment performances. This book can assist portfolio managers, asset owners, consultants, academics and students who wish to further their understanding of the science and art of risk-based and factor investing. - Contains up-to-date research from the areas of RBFI - Features contributions from leading academics and practitioners in this field - Features discussions of new methods of building strategic and tactical risk-based portfolios for practitioners, academics and students


Investment Philosophies

Investment Philosophies

Author: Aswath Damodaran

Publisher: John Wiley & Sons

Published: 2012-06-22

Total Pages: 615

ISBN-13: 1118235614

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The guide for investors who want a better understanding of investment strategies that have stood the test of time This thoroughly revised and updated edition of Investment Philosophies covers different investment philosophies and reveal the beliefs that underlie each one, the evidence on whether the strategies that arise from the philosophy actually produce results, and what an investor needs to bring to the table to make the philosophy work. The book covers a wealth of strategies including indexing, passive and activist value investing, growth investing, chart/technical analysis, market timing, arbitrage, and many more investment philosophies. Presents the tools needed to understand portfolio management and the variety of strategies available to achieve investment success Explores the process of creating and managing a portfolio Shows readers how to profit like successful value growth index investors Aswath Damodaran is a well-known academic and practitioner in finance who is an expert on different approaches to valuation and investment This vital resource examines various investing philosophies and provides you with helpful online resources and tools to fully investigate each investment philosophy and assess whether it is a philosophy that is appropriate for you.