The Handbook Of News Analytics In Finance

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The Handbook of News Analytics in Finance

Author : Gautam Mitra
Publisher : John Wiley & Sons
ISBN 13 : 1119990807
Total Pages : 384 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis The Handbook of News Analytics in Finance by : Gautam Mitra

Download or read book The Handbook of News Analytics in Finance written by Gautam Mitra and published by John Wiley & Sons. This book was released on 2011-07-13 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Gautam Mitra
Publisher : CRC Press
ISBN 13 : 1000897982
Total Pages : 488 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Handbook of Alternative Data in Finance, Volume I by : Gautam Mitra

Download or read book Handbook of Alternative Data in Finance, Volume I written by Gautam Mitra and published by CRC Press. This book was released on 2023-07-12 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : David Lee Kuo Chuen
Publisher : Academic Press
ISBN 13 : 0128010630
Total Pages : 531 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Handbook of Asian Finance by : David Lee Kuo Chuen

Download or read book Handbook of Asian Finance written by David Lee Kuo Chuen and published by Academic Press. This book was released on 2014-05-15 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Sentiment Analysis in Finance

Author : Gautam Mitra
Publisher :
ISBN 13 : 9781910571576
Total Pages : 578 pages
Book Rating : 4.5/5 (715 download)

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Book Synopsis Handbook of Sentiment Analysis in Finance by : Gautam Mitra

Download or read book Handbook of Sentiment Analysis in Finance written by Gautam Mitra and published by . This book was released on 2016 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of High Frequency Trading

Author : Greg N. Gregoriou
Publisher : Academic Press
ISBN 13 : 0128023627
Total Pages : 495 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Handbook of High Frequency Trading by : Greg N. Gregoriou

Download or read book Handbook of High Frequency Trading written by Greg N. Gregoriou and published by Academic Press. This book was released on 2015-02-05 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Tony Guida
Publisher : John Wiley & Sons
ISBN 13 : 1119522196
Total Pages : 308 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Big Data and Machine Learning in Quantitative Investment by : Tony Guida

Download or read book Big Data and Machine Learning in Quantitative Investment written by Tony Guida and published by John Wiley & Sons. This book was released on 2019-03-25 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Financial Analytics with R

Author : Mark J. Bennett
Publisher : Cambridge University Press
ISBN 13 : 1107150752
Total Pages : 397 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Financial Analytics with R by : Mark J. Bennett

Download or read book Financial Analytics with R written by Mark J. Bennett and published by Cambridge University Press. This book was released on 2016-10-06 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Analytics with R sharpens readers' skills in time-series, forecasting, portfolio selection, covariance clustering, prediction, and derivative securities.

Data Science for Economics and Finance

Author : Sergio Consoli
Publisher : Springer Nature
ISBN 13 : 3030668916
Total Pages : 357 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Science for Economics and Finance by : Sergio Consoli

Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.

Financial Decision Making Using Computational Intelligence

Author : Michael Doumpos
Publisher : Springer Science & Business Media
ISBN 13 : 1461437733
Total Pages : 336 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Financial Decision Making Using Computational Intelligence by : Michael Doumpos

Download or read book Financial Decision Making Using Computational Intelligence written by Michael Doumpos and published by Springer Science & Business Media. This book was released on 2012-07-23 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Nicholas Mangee
Publisher : Cambridge University Press
ISBN 13 : 1108983588
Total Pages : 451 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis How Novelty and Narratives Drive the Stock Market by : Nicholas Mangee

Download or read book How Novelty and Narratives Drive the Stock Market written by Nicholas Mangee and published by Cambridge University Press. This book was released on 2021-10-14 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: '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

Author : Artur Lugmayr
Publisher : Springer
ISBN 13 : 3319281518
Total Pages : 139 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Enterprise Applications and Services in the Finance Industry by : Artur Lugmayr

Download or read book Enterprise Applications and Services in the Finance Industry written by Artur Lugmayr and published by Springer. This book was released on 2016-01-21 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Khosrow-Pour, Mehdi
Publisher : IGI Global
ISBN 13 : 1466658894
Total Pages : 7972 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Encyclopedia of Information Science and Technology, Third Edition by : Khosrow-Pour, Mehdi

Download or read book Encyclopedia of Information Science and Technology, Third Edition written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2014-07-31 with total page 7972 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.

Handbook of Media Economics

Author : Simon P. Anderson
Publisher : Elsevier
ISBN 13 : 0444636951
Total Pages : 796 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Media Economics by : Simon P. Anderson

Download or read book Handbook of Media Economics written by Simon P. Anderson and published by Elsevier. This book was released on 2015-11-17 with total page 796 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Handbook of Media Economics, vol 1B

Author : Simon P. Anderson
Publisher : Elsevier
ISBN 13 : 0444636897
Total Pages : 256 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Media Economics, vol 1B by : Simon P. Anderson

Download or read book Handbook of Media Economics, vol 1B written by Simon P. Anderson and published by Elsevier. This book was released on 2016-01-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The book spans 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 book provides 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

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.

A Pragmatist's Guide to Leveraged Finance

Author : Robert S. Kricheff
Publisher : FT Press
ISBN 13 : 0132855240
Total Pages : 282 pages
Book Rating : 4.1/5 (328 download)

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Book Synopsis A Pragmatist's Guide to Leveraged Finance by : Robert S. Kricheff

Download or read book A Pragmatist's Guide to Leveraged Finance written by Robert S. Kricheff and published by FT Press. This book was released on 2012-02-27 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The high-yield leveraged bond and loan market (“junk bonds”) is now valued at $3+ trillion in North America, €1 trillion in Europe, and another $1 trillion in emerging markets. What’s more, based on the maturity schedules of current debt, it’s poised for massive growth. To successfully issue, evaluate, and invest in high-yield debt, however, financial professionals need credit and bond analysis skills specific to these instruments. Now, for the first time, there’s a complete, practical, and expert tutorial and workbook covering all facets of modern leveraged finance analysis. In A Pragmatist’s Guide to Leveraged Finance, Credit Suisse managing director Bob Kricheff explains why conventional analysis techniques are inadequate for leveraged instruments, clearly defines the unique challenges sellers and buyers face, walks step-by-step through deriving essential data for pricing and decision-making, and demonstrates how to apply it. Using practical examples, sample documents, Excel worksheets, and graphs, Kricheff covers all this, and much more: yields, spreads, and total return; ratio analysis of liquidity and asset value; business trend analysis; modeling and scenarios; potential interest rate impacts; evaluating and potentially escaping leveraged finance covenants; how to assess equity (and why it matters); investing on news and events; early stage credit; and creating accurate credit snapshots. This book is an indispensable resource for all investment and underwriting professionals, money managers, consultants, accountants, advisors, and lawyers working in leveraged finance. In fact, it teaches credit analysis skills that will be valuable in analyzing a wide variety of higher-risk investments, including growth stocks.

High-Performance Computing in Finance

Author : M. A. H. Dempster
Publisher : CRC Press
ISBN 13 : 1482299674
Total Pages : 637 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis High-Performance Computing in Finance by : M. A. H. Dempster

Download or read book High-Performance Computing in Finance written by M. A. H. Dempster and published by CRC Press. This book was released on 2018-02-21 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored hardware, such as Field-Programmable Gate Arrays (FPGAs) or D-Wave’s quantum computer systems. High-Performance Computing in Finance is the first book that provides a state-of-the-art introduction to HPC for finance, capturing both academically and practically relevant problems.