The Handbook Of News Analytics In Finance
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The Handbook Of News Analytics In Finance
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Author : Gautam Mitra
language : en
Publisher: John Wiley & Sons
Release Date : 2011-07-13
The Handbook Of News Analytics In Finance written by Gautam Mitra and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-13 with Business & Economics categories.
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 Asian Finance
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Author : David LEE Kuo Chuen
language : en
Publisher: Academic Press
Release Date : 2014-05-15
Handbook Of Asian Finance written by David LEE Kuo Chuen and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-15 with Business & Economics categories.
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
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Author : Greg N. Gregoriou
language : en
Publisher: Academic Press
Release Date : 2015-02-10
Handbook Of High Frequency Trading written by Greg N. Gregoriou and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-10 with Business & Economics categories.
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
Handbook Of Alternative Data In Finance Volume I
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Author : Gautam Mitra
language : en
Publisher: CRC Press
Release Date : 2023-07-12
Handbook Of Alternative Data In Finance Volume I written by Gautam Mitra and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-12 with Business & Economics categories.
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
Big Data And Machine Learning In Quantitative Investment
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Author : Tony Guida
language : en
Publisher: John Wiley & Sons
Release Date : 2019-03-25
Big Data And Machine Learning In Quantitative Investment written by Tony Guida and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-25 with Business & Economics categories.
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.
Handbook Of Sentiment Analysis In Finance
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Author : Gautam Mitra
language : en
Publisher:
Release Date : 2016
Handbook Of Sentiment Analysis In Finance written by Gautam Mitra and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Financial Decision Making Using Computational Intelligence
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Author : Michael Doumpos
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-07-23
Financial Decision Making Using Computational Intelligence written by Michael Doumpos and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-23 with Business & Economics categories.
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
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Author : Nicholas Mangee
language : en
Publisher: Cambridge University Press
Release Date : 2021-10-14
How Novelty And Narratives Drive The Stock Market written by Nicholas Mangee and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-14 with Business & Economics categories.
The novelty-narrative hypothesis is used to understand stock market instability using big data textual analytics of financial news.
Handbook Of Media Economics
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Author : Simon P. Anderson
language : en
Publisher: Elsevier
Release Date : 2015-11-17
Handbook Of Media Economics written by Simon P. Anderson and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-17 with Business & Economics categories.
Handbook of Media Economics provides valuable information on a unique field that has its own theories, evidence, and policies. Understanding the media is important for society, and while new technologies are altering the media, they are also affecting our understanding of their economics. Chapters span the large scope of media economics, simultaneously offering in-depth analysis of particular topics, including the economics of why media are important, how media work (including financing sources, institutional settings, and regulation), what determines media content (including media bias), and the effects of new technologies. The volumes provide a powerful introduction for those interested in starting research in media economics. Helps academic and non-academic economists understand recent rapid changes in theoretical and empirical advances, in structural empirical methods, and in the media industry's connection with the democratic process Presents the only detailed summary of media economics that emphasizes political economy, merger policy, and competition policy Pays special attention to the economic influences of the Internet, including developments in social media, user-generated content, and advertising, as well as the Internet's effects on newspapers, radio, and television
Enterprise Applications And Services In The Finance Industry
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Author : Artur Lugmayr
language : en
Publisher: Springer
Release Date : 2016-01-21
Enterprise Applications And Services In The Finance Industry written by Artur Lugmayr and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-21 with Computers categories.
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.