The Handbook of News Analytics in Finance
The Handbook of News Analytics in Finance

Author: Gautam Mitra

Publisher: John Wiley & Sons

Published: 2011-07-13

Total Pages: 384

ISBN-13: 1119990807

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The Handbook of News Analytics in Finance is a landmarkpublication bringing together the latest models and applications ofNews Analytics for asset pricing, portfolio construction, tradingand risk control. The content of the Hand Book is organised to provide arapid yet comprehensive understanding of this topic. Chapter 1 setsout an overview of News Analytics (NA) with an explanation of thetechnology and applications. The rest of the chapters are presentedin four parts. Part 1 contains an explanation of methods and modelswhich are used to measure and quantify news sentiment. In Part 2the relationship between news events and discovery of abnormalreturns (the elusive alpha) is discussed in detail by the leadingresearchers and industry experts. The material in this part alsocovers potential application of NA to trading and fund management.Part 3 covers the use of quantified news for the purpose ofmonitoring, early diagnostics and risk control. Part 4 is entirelyindustry focused; it contains insights of experts from leadingtechnology (content) vendors. It also contains a discussion oftechnologies and finally a compact directory of content vendor andfinancial analytics companies in the marketplace of NA. Thebook draws equally upon the expertise of academics andpractitioners who have developed these models and is supported bytwo major content vendors - RavenPack and Thomson Reuters - leadingproviders of news analytics software and machine readablenews. The book will appeal to decision makers in the banking, finance andinsurance services industry. In particular: asset managers;quantitative fund managers; hedge fund managers; algorithmictraders; proprietary (program) trading desks; sell-side firms;brokerage houses; risk managers and research departments willbenefit from the unique insights into this new and pertinent areaof financial modelling.

Handbook of Alternative Data in Finance, Volume I
Handbook of Alternative Data in Finance, Volume I

Author: Gautam Mitra

Publisher: CRC Press

Published: 2023-07-12

Total Pages: 488

ISBN-13: 1000897982

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Handbook of Alternative Data in Finance, Volume I motivates and challenges the reader to explore and apply Alternative Data in finance. The book provides a robust and in-depth overview of Alternative Data, including its definition, characteristics, difference from conventional data, categories of Alternative Data, Alternative Data providers, and more. The book also offers a rigorous and detailed exploration of process, application and delivery that should be practically useful to researchers and practitioners alike. Features Includes cutting edge applications in machine learning, fintech, and more Suitable for professional quantitative analysts, and as a resource for postgraduates and researchers in financial mathematics Features chapters from many leading researchers and practitioners

Handbook of Asian Finance
Handbook of Asian Finance

Author: David Lee Kuo Chuen

Publisher: Academic Press

Published: 2014-05-15

Total Pages: 531

ISBN-13: 0128010630

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Participants in Asian financial markets have witnessed the unprecedented growth and sophistication of their investments since the 1997 crisis. Handbook of Asian Finance: REITs, Trading, and Fund Performance analyzes the forces behind these growth rates. Insights into banking, fund performance, and the effects of trading technologies for practitioners to tax evasion, market manipulation, and corporate governance issues are all here, presented by expert scholars. Offering broader and deeper coverage than other handbooks, the Handbook of Asian Finance: REITs, Trading, and Fund Performance explains what is going on in Asia today. - Presents the only micro- and market-related analysis of pan-Asian finance available today - Explores the implications implicit in the expansion of sovereign funds and the growth of the hedge fund and real estate fund management industries - Investigates the innovations in technology that have ushered in faster capital flow and larger trading volumes

Handbook of High Frequency Trading
Handbook of High Frequency Trading

Author: Greg N. Gregoriou

Publisher: Academic Press

Published: 2015-02-05

Total Pages: 495

ISBN-13: 0128023627

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This comprehensive examination of high frequency trading looks beyond mathematical models, which are the subject of most HFT books, to the mechanics of the marketplace. In 25 chapters, researchers probe the intricate nature of high frequency market dynamics, market structure, back-office processes, and regulation. They look deeply into computing infrastructure, describing data sources, formats, and required processing rates as well as software architecture and current technologies. They also create contexts, explaining the historical rise of automated trading systems, corresponding technological advances in hardware and software, and the evolution of the trading landscape. Developed for students and professionals who want more than discussions on the econometrics of the modelling process, The Handbook of High Frequency Trading explains the entirety of this controversial trading strategy. - Answers all questions about high frequency trading without being limited to mathematical modelling - Illuminates market dynamics, processes, and regulations - Explains how high frequency trading evolved and predicts its future developments

Big Data and Machine Learning in Quantitative Investment
Big Data and Machine Learning in Quantitative Investment

Author: Tony Guida

Publisher: John Wiley & Sons

Published: 2019-03-25

Total Pages: 308

ISBN-13: 1119522196

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Get to know the ‘why’ and ‘how’ of machine learning and big data in quantitative investment Big Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it’s a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance. The book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning. • Gain a solid reason to use machine learning • Frame your question using financial markets laws • Know your data • Understand how machine learning is becoming ever more sophisticated Machine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment — and this book shows you how.

A New Paradigm for International Business
A New Paradigm for International Business

Author: Hadrian Geri Djajadikerta

Publisher: Springer

Published: 2015-07-01

Total Pages: 351

ISBN-13: 9812874992

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This book offers a collection of studies on regional integration and the dynamic business environment in East Asia. The papers included, originally presented at the 2014 Asia Pacific Business Conference on "Free Trade Agreements and Regional Integration in East Asia," examine the challenges and dynamics in the increasingly integrated East Asian markets and outline a new paradigm for doing international business in the region. The papers address diverse areas related to regional integration, financial markets, investment, trade and capital flow, sustainability, accounting and auditing issues, exchange rates, strategies and the regional business environment. The book provides a valuable resource for practitioners, policy-makers and students who are interested in understanding the vibrant aspects of business in today’s East Asia.

Financial Decision Making Using Computational Intelligence
Financial Decision Making Using Computational Intelligence

Author: Michael Doumpos

Publisher: Springer Science & Business Media

Published: 2012-07-23

Total Pages: 336

ISBN-13: 1461437733

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The increasing complexity of financial problems and the enormous volume of financial data often make it difficult to apply traditional modeling and algorithmic procedures. In this context, the field of computational intelligence provides an arsenal of particularly useful techniques. These techniques include new modeling tools for decision making under risk and uncertainty, data mining techniques for analyzing complex data bases, and powerful algorithms for complex optimization problems. Computational intelligence has also evolved rapidly over the past few years and it is now one of the most active fields in operations research and computer science. This volume presents the recent advances of the use of computation intelligence in financial decision making. The book covers all the major areas of computational intelligence and a wide range of problems in finance, such as portfolio optimization, credit risk analysis, asset valuation, financial forecasting, and trading.

How Novelty and Narratives Drive the Stock Market
How Novelty and Narratives Drive the Stock Market

Author: Nicholas Mangee

Publisher: Cambridge University Press

Published: 2021-10-14

Total Pages: 451

ISBN-13: 1108983588

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'Animal spirits' is a term that describes the instincts and emotions driving human behaviour in economic settings. In recent years, this concept has been discussed in relation to the emerging field of narrative economics. When unscheduled events hit the stock market, from corporate scandals and technological breakthroughs to recessions and pandemics, relationships driving returns change in unforeseeable ways. To deal with uncertainty, investors engage in narratives which simplify the complexity of real-time, non-routine change. This book assesses the novelty-narrative hypothesis for the U.S. stock market by conducting a comprehensive investigation of unscheduled events using big data textual analysis of financial news. This important contribution to the field of narrative economics finds that major macro events and associated narratives spill over into the churning stream of corporate novelty and sub-narratives, spawning different forms of unforeseeable stock market instability.

Enterprise Applications and Services in the Finance Industry
Enterprise Applications and Services in the Finance Industry

Author: Artur Lugmayr

Publisher: Springer

Published: 2016-01-21

Total Pages: 149

ISBN-13: 3319281518

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This book constitutes the proceedings of the 7th International Workshop on Enterprise Applications and Services in the Finance Industry, FinanceCom 2014, held in Sydney, Australia, on December 12, 2014. The workshop spans multiple disciplines, including technical, service, economic, sociological, and behavioral sciences. It reflects on technologically enabled opportunities, implications, and changes due to the introduction of new business models or regulations related to the financial services industry and the financial markets. The nine papers presented were carefully reviewed and selected from numerous submissions.

Encyclopedia of Information Science and Technology, Third Edition
Encyclopedia of Information Science and Technology, Third Edition

Author: Khosrow-Pour, Mehdi

Publisher: IGI Global

Published: 2014-07-31

Total Pages: 7972

ISBN-13: 1466658894

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"This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.