Market Efficiency In The Age Of Big Data

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Reinventing Capitalism in the Age of Big Data

Author : Viktor Mayer-Schönberger
Publisher : Basic Books
ISBN 13 : 0465093698
Total Pages : 239 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis Reinventing Capitalism in the Age of Big Data by : Viktor Mayer-Schönberger

Download or read book Reinventing Capitalism in the Age of Big Data written by Viktor Mayer-Schönberger and published by Basic Books. This book was released on 2018-02-27 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the New York Times bestselling author of Big Data, a prediction for how data will revolutionize the market economy and make cash, banks, and big companies obsolete In modern history, the story of capitalism has been a story of firms and financiers. That's all going to change thanks to the Big Data revolution. As Viktor Mayer-Schörger, bestselling author of Big Data, and Thomas Ramge, who writes for The Economist, show, data is replacing money as the driver of market behavior. Big finance and big companies will be replaced by small groups and individual actors who make markets instead of making things: think Uber instead of Ford, or Airbnb instead of Hyatt. This is the dawn of the era of data capitalism. Will it be an age of prosperity or of calamity? This book provides the indispensable roadmap for securing a better future.

Machine Learning in Asset Pricing

Author : Stefan Nagel
Publisher : Princeton University Press
ISBN 13 : 0691218706
Total Pages : 156 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Machine Learning in Asset Pricing by : Stefan Nagel

Download or read book Machine Learning in Asset Pricing written by Stefan Nagel and published by Princeton University Press. This book was released on 2021-05-11 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking, authoritative introduction to how machine learning can be applied to asset pricing Investors in financial markets are faced with an abundance of potentially value-relevant information from a wide variety of different sources. In such data-rich, high-dimensional environments, techniques from the rapidly advancing field of machine learning (ML) are well-suited for solving prediction problems. Accordingly, ML methods are quickly becoming part of the toolkit in asset pricing research and quantitative investing. In this book, Stefan Nagel examines the promises and challenges of ML applications in asset pricing. Asset pricing problems are substantially different from the settings for which ML tools were developed originally. To realize the potential of ML methods, they must be adapted for the specific conditions in asset pricing applications. Economic considerations, such as portfolio optimization, absence of near arbitrage, and investor learning can guide the selection and modification of ML tools. Beginning with a brief survey of basic supervised ML methods, Nagel then discusses the application of these techniques in empirical research in asset pricing and shows how they promise to advance the theoretical modeling of financial markets. Machine Learning in Asset Pricing presents the exciting possibilities of using cutting-edge methods in research on financial asset valuation.

The Efficiency Paradox

Author : Edward Tenner
Publisher : Vintage
ISBN 13 : 0525520309
Total Pages : 314 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis The Efficiency Paradox by : Edward Tenner

Download or read book The Efficiency Paradox written by Edward Tenner and published by Vintage. This book was released on 2018-04-17 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: A "skillful and lucid" (The Wall Street Journal) way of thinking about efficiency, challenging our obsession with it—and offering a new understanding of how to benefit from the powerful potential of serendipity. Algorithms, multitasking, the sharing economy, life hacks: our culture can't get enough of efficiency. One of the great promises of the Internet and big data revolutions is the idea that we can improve the processes and routines of our work and personal lives to get more done in less time than we ever have before. There is no doubt that we're performing at higher levels and moving at unprecedented speed, but what if we're headed in the wrong direction? Melding the long-term history of technology with the latest headlines and findings of computer science and social science, The Efficiency Paradox questions our ingrained assumptions about efficiency, persuasively showing how relying on the algorithms of digital platforms can in fact lead to wasted efforts, missed opportunities, and, above all, an inability to break out of established patterns. Edward Tenner reveals what we and our institutions, when equipped with an astute combination of artificial intelligence and trained intuition, can learn from the random and unexpected.

Big Data

Author : Viktor Mayer-Schönberger
Publisher : Houghton Mifflin Harcourt
ISBN 13 : 0544002695
Total Pages : 257 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Big Data by : Viktor Mayer-Schönberger

Download or read book Big Data written by Viktor Mayer-Schönberger and published by Houghton Mifflin Harcourt. This book was released on 2013 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.

Understanding Machine Learning

Author : Shai Shalev-Shwartz
Publisher : Cambridge University Press
ISBN 13 : 1107057132
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Understanding Machine Learning by : Shai Shalev-Shwartz

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

eBook: Corporate Finance 5e

Author : David Hillier
Publisher : McGraw Hill
ISBN 13 : 1526849925
Total Pages : 955 pages
Book Rating : 4.5/5 (268 download)

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Book Synopsis eBook: Corporate Finance 5e by : David Hillier

Download or read book eBook: Corporate Finance 5e written by David Hillier and published by McGraw Hill. This book was released on 2024-02-12 with total page 955 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth European edition of Corporate Finance takes an applied approach to cover all the latest research and topic areas important to students taking Finance courses. The new edition provides an international perspective on all areas of corporate finance and has been updated to include discussion on current trends such as the integrated nature of global supply chains, financial risk management, and key regulatory changes impacting the sector. It addresses the impact that FinTech, the climate and geopolitics are having on the development of corporate finance, considers the questions brought about by the global corona virus pandemic, and looks to the future of the industry. Understanding and Application •Clear, user-friendly style •Example boxes in every chapter provide hypothetical examples to illustrate theoretical concepts such as cash flow timing, dividend smoothing and differential growth. •Real World Insight boxes use companies like Apple, Volkswagen and Adidas to show how they have applied corporate finance theories and concepts to their business decisions. •Chapter links throughout provide quick cross-referencing to show the connections between topics. Practice and Proficiency •Mini and Practical cases present scenarios and questions to practice application and learning. •Questions and Problems in each chapter, categorised by topic and level of difficulty, allow for rigorous testing of the chapter content. •Numbered maths equations and key notation boxes listing the variables and acronyms that will be encountered in each chapter, designed to encourage mastery of Maths. •Exam Questions designed to take 45 minutes and test you on material learned in a more formal exam style. •Connect® resources include algorithmic questions designed to ensure equations and calculations are not learned by rote but by thorough understanding and practice. New to This Edition •Sustainability in Action boxes draw on issues relating to the environment, society, the economy and climate change to show how corporate finance is so important to the resolution of sustainability challenges. •Updated discussions and new sections on sustainable value added, green bonds, dividend policy and share repurchases, Islamic Financing, intangible valuation, and the differential value method. Available on McGraw Hill’s Connect®, the well-established online learning platform, which features our award-winning adaptive reading experience as well as resources to help faculty and institutions improve student outcomes and course delivery efficiency. To learn more, visit mheducation.co.uk/connect David Hillier is Associate Principal and Executive Dean of the University of Strathclyde Business School. A Professor of Finance, David was recognized as being in the top 3 per cent of the most prolific finance researchers in the world over the past 50 years (Heck and Cooley, 2009) and appears regularly in the media as a business commentator. His YouTube channel of finance lectures (professordavidhillier) has attracted nearly half a million views worldwide. This European edition is originally based on the Corporate Finance text by Stephen A. Ross, Randolph W. Westerfield, Jeffrey F. Jaffe, and Bradford D. Jordan.

The Age of Big Data

Author : Jude Hawthorne
Publisher : RWG Publishing
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4./5 ( download)

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Book Synopsis The Age of Big Data by : Jude Hawthorne

Download or read book The Age of Big Data written by Jude Hawthorne and published by RWG Publishing. This book was released on 2024-07-24 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: In "The Age of Big Data: Harnessing Information for Insight and Impact," Jude Hawthorne delves into the transformative power of massive datasets in our increasingly digital world. Drawing from his extensive experience since the late 1990s, Hawthorne explores the evolution of "big data" from a nascent concept to a critical element in various fields such as medicine, finance, and climate science. He examines the challenges of managing and interpreting vast amounts of data from diverse sources and showcases innovative approaches taken by creative minds across different disciplines. This insightful book illuminates the essential role of data in driving new insights, solving persistent problems, and integrating disparate modes of inquiry, ultimately demonstrating how harnessing big data is vital for achieving progress in today's complex, data-driven society.

Big Data

Author :
Publisher :
ISBN 13 :
Total Pages : 156 pages
Book Rating : 4.:/5 (728 download)

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Book Synopsis Big Data by :

Download or read book Big Data written by and published by . This book was released on 2011 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Data Privacy and Competition Law in the Age of Big Data

Author : Samson Y. Esayas
Publisher : Oxford University Press
ISBN 13 : 019889144X
Total Pages : 304 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Data Privacy and Competition Law in the Age of Big Data by : Samson Y. Esayas

Download or read book Data Privacy and Competition Law in the Age of Big Data written by Samson Y. Esayas and published by Oxford University Press. This book was released on 2024-07-09 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The monetization of personal data has become an increasingly common business practice, igniting global debate on the interface between data privacy law and competition law. Data Privacy and Competition Law in the Age of Big Data provides a comprehensive, novel, and interdisciplinary analysis of this nexus. Drawing insights from emergent properties and complexity science, the book exposes the commonalities and conflicts between how data privacy law and competition law address challenges resulting from the commercialization of personal data. Samson Y. Esayas begins by identifying key shifts in big data: the growing trend of processing personal data for diverse purposes, the aggregation of data across various operations, and the shift from offering stand-alone products and services to ecosystems of several, with personal data central in connecting the different markets. These shifts engender a complex economic landscape, marked by multiple actors, a web of interactions, and non-linear, emergent outcomes. Despite this complexity, the prevailing approach to data privacy law and competition law emphasises isolated units of analysis-whether a relevant market or a distinct processing operation. This approach overlooks system-wide (emergent) risks borne of cumulative processing operations and cross-market practices. Additionally, a mindset focused on either data privacy law or competition law overlooks the increasing intersection between the two regimes, missing opportunities for synergy. In light of these challenges, Esayas's volume calls for recalibrating data privacy law and competition law for a complex economy, emphasizing a holistic, systems-level perspective that addresses emergent harms and a polycentric strategy that leverages the strengths of each legal regime.

Navigating the Factor Zoo

Author : Michael Zhang
Publisher : Taylor & Francis
ISBN 13 : 1040145884
Total Pages : 311 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Navigating the Factor Zoo by : Michael Zhang

Download or read book Navigating the Factor Zoo written by Michael Zhang and published by Taylor & Francis. This book was released on 2024-12-04 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bridging the gap between theoretical asset pricing and industry practices in factors and factor investing, Zhang et al. provides a comprehensive treatment of factors, along with industry insights on practical factor development. Chapters cover a wide array of topics, including the foundations of quantamentals, the intricacies of market beta, the significance of statistical moments, the principles of technical analysis, and the impact of market microstructure and liquidity on trading. Furthermore, it delves into the complexities of tail risk and behavioral finance, revealing how psychological factors affect market dynamics. The discussion extends to the sophisticated use of option trading data for predictive insights and the critical differentiation between outcome uncertainty and distribution uncertainty in financial decision-making. A standout feature of the book is its examination of machine learning's role in factor investing, detailing how it transforms data preprocessing, factor discovery, and model construction. Overall, this book provides a holistic view of contemporary financial markets, highlighting the challenges and opportunities in harnessing alternative data and machine learning to develop robust investment strategies. This book would appeal to investment management professionals and trainees. It will also be of use to graduate and upper undergraduate students in quantitative finance, factor investing, asset management and/or trading.

Big Data Processing With Hadoop

Author : Revathi, T.
Publisher : IGI Global
ISBN 13 : 1522537910
Total Pages : 254 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data Processing With Hadoop by : Revathi, T.

Download or read book Big Data Processing With Hadoop written by Revathi, T. and published by IGI Global. This book was released on 2018-11-16 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the increasing availability of affordable internet services, the number of users, and the need for a wider range of multimedia-based applications, internet usage is on the rise. With so many users and such a large amount of data, the requirements of analyzing large data sets leads to the need for further advancements to information processing. Big Data Processing With Hadoop is an essential reference source that discusses possible solutions for millions of users working with a variety of data applications, who expect fast turnaround responses, but encounter issues with processing data at the rate it comes in. Featuring research on topics such as market basket analytics, scheduler load simulator, and writing YARN applications, this book is ideally designed for IoT professionals, students, and engineers seeking coverage on many of the real-world challenges regarding big data.

The Ascent of Market Efficiency

Author : Simone Polillo
Publisher : Cornell University Press
ISBN 13 : 1501750399
Total Pages : 202 pages
Book Rating : 4.5/5 (17 download)

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Book Synopsis The Ascent of Market Efficiency by : Simone Polillo

Download or read book The Ascent of Market Efficiency written by Simone Polillo and published by Cornell University Press. This book was released on 2020-08-15 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Ascent of Market Efficiency weaves together historical narrative and quantitative bibliometric data to detail the path financial economists took in order to form one of the central theories of financial economics—the influential efficient-market hypothesis—which states that the behavior of financial markets is unpredictable. As the notorious quip goes, a blindfolded monkey would do better than a group of experts in selecting a portfolio of securities, simply by throwing darts at the financial pages of a newspaper. How did such a hypothesis come to be so influential in the field of financial economics? How did financial economists turn a lack of evidence about systematic patterns in the behavior of financial markets into a foundational approach to the study of finance? Each chapter in Simone Polillo's fascinating meld of economics, science, and sociology focuses on these questions, as well as on collaborative academic networks, and on the values and affects that kept the networks together as they struggled to define what the new field of financial economics should be about. In doing so, he introduces a new dimension—data analysis—to our understanding of the ways knowledge advances. There are patterns in the ways knowledge is produced, and The Ascent of Market Efficiency helps us make sense of these patterns by providing a general framework that can be applied equally to other social and human sciences.

Routledge Handbook of Financial Technology and Law

Author : Iris H-Y Chiu
Publisher : Routledge
ISBN 13 : 1000364666
Total Pages : 573 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Routledge Handbook of Financial Technology and Law by : Iris H-Y Chiu

Download or read book Routledge Handbook of Financial Technology and Law written by Iris H-Y Chiu and published by Routledge. This book was released on 2021-04-29 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial technology is rapidly changing and shaping financial services and markets. These changes are considered making the future of finance a digital one.This Handbook analyses developments in the financial services, products and markets that are being reshaped by technologically driven changes with a view to their policy, regulatory, supervisory and other legal implications. The Handbook aims to illustrate the crucial role the law has to play in tackling the revolutionary developments in the financial sector by offering a framework of legally enforceable principles and values in which such innovations might take place without threatening the acquis of financial markets law and more generally the rule of law and basic human rights. With contributions from international leading experts, topics will include: Policy, High-level Principles, Trends and Perspectives Fintech and Lending Fintech and Payment Services Fintech, Investment and Insurance Services Fintech, Financial Inclusion and Sustainable Finance Cryptocurrencies and Cryptoassets Markets and Trading Regtech and Suptech This Handbook will be of great relevance for practitioners and students alike, and a first reference point for academics researching in the fields of banking and financial markets law.

Research Anthology on Privatizing and Securing Data

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799889556
Total Pages : 2188 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Privatizing and Securing Data by : Management Association, Information Resources

Download or read book Research Anthology on Privatizing and Securing Data written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-04-23 with total page 2188 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the immense amount of data that is now available online, security concerns have been an issue from the start, and have grown as new technologies are increasingly integrated in data collection, storage, and transmission. Online cyber threats, cyber terrorism, hacking, and other cybercrimes have begun to take advantage of this information that can be easily accessed if not properly handled. New privacy and security measures have been developed to address this cause for concern and have become an essential area of research within the past few years and into the foreseeable future. The ways in which data is secured and privatized should be discussed in terms of the technologies being used, the methods and models for security that have been developed, and the ways in which risks can be detected, analyzed, and mitigated. The Research Anthology on Privatizing and Securing Data reveals the latest tools and technologies for privatizing and securing data across different technologies and industries. It takes a deeper dive into both risk detection and mitigation, including an analysis of cybercrimes and cyber threats, along with a sharper focus on the technologies and methods being actively implemented and utilized to secure data online. Highlighted topics include information governance and privacy, cybersecurity, data protection, challenges in big data, security threats, and more. This book is essential for data analysts, cybersecurity professionals, data scientists, security analysts, IT specialists, practitioners, researchers, academicians, and students interested in the latest trends and technologies for privatizing and securing data.

Web-Age Information Management

Author : Yunjun Gao
Publisher : Springer
ISBN 13 : 3642395279
Total Pages : 420 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Web-Age Information Management by : Yunjun Gao

Download or read book Web-Age Information Management written by Yunjun Gao and published by Springer. This book was released on 2013-06-12 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of six workshops of the 14th International Conference on Web-Age Information Management, WAIM 2013, held in Beidaihe, China, June 2013. The 37 revised full papers are organized in topical sections on the six following workshops: The International Workshop on Big Data Management on Emerging Hardware (HardBD 2013), the Second International Workshop on Massive Data Storage and Processing (MDSP 2013), the First International Workshop on Emergency Management in Big Data Age (BigEM 2013), the International Workshop on Trajectory Mining in Social Networks (TMSN 2013), the First International Workshop on Location-based Query Processing in Mobile Environments (LQPM 2013), and the First International Workshop on Big Data Management and Service (BDMS 2013).

Real Estate Analysis in the Information Age

Author : Kimberly Winson-Geideman
Publisher : Routledge
ISBN 13 : 1315311119
Total Pages : 296 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Real Estate Analysis in the Information Age by : Kimberly Winson-Geideman

Download or read book Real Estate Analysis in the Information Age written by Kimberly Winson-Geideman and published by Routledge. This book was released on 2017-11-09 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The creation, accumulation, and use of copious amounts of data are driving rapid change across a wide variety of industries and academic disciplines. This ‘Big Data’ phenomenon is the result of recent developments in computational technology and improved data gathering techniques that have led to substantial innovation in the collection, storage, management, and analysis of data. Real Estate Analysis in the Information Age: Techniques for Big Data and Statistical Modeling focuses on the real estate discipline, guiding researchers and practitioners alike on the use of data-centric methods and analysis from applied and theoretical perspectives. In it, the authors detail the integration of Big Data into conventional real estate research and analysis. The book is process-oriented, not only describing Big Data and associated methods, but also showing the reader how to use these methods through case studies supported by supplemental online material. The running theme is the construction of efficient, transparent, and reproducible research through the systematic organization and application of data, both traditional and 'big'. The final chapters investigate legal issues, particularly related to those data that are publicly available, and conclude by speculating on the future of Big Data in real estate.

Handbook of Research on Social and Organizational Dynamics in the Digital Era

Author : Idemudia, Efosa C.
Publisher : IGI Global
ISBN 13 : 1522589341
Total Pages : 696 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Social and Organizational Dynamics in the Digital Era by : Idemudia, Efosa C.

Download or read book Handbook of Research on Social and Organizational Dynamics in the Digital Era written by Idemudia, Efosa C. and published by IGI Global. This book was released on 2019-08-30 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology in the world today impacts every aspect of society and has infiltrated every industry, affecting communication, management, security, etc. With the emergence of such technologies as IoT, big data, cloud computing, AI, and virtual reality, organizations have had to adjust the way they conduct business to account for changing consumer behaviors and increasing data protection awareness. The Handbook of Research on Social and Organizational Dynamics in the Digital Era provides relevant theoretical frameworks and the latest empirical research findings on all aspects of social issues impacted by information technology in organizations and inter-organizational structures and presents the conceptualization of specific social issues and their associated constructs. Featuring coverage on a broad range of topics such as business management, knowledge management, and consumer behavior, this publication seeks to advance the practice and understanding of technology and the impacts of technology on social behaviors and norms in the workplace and society. It is intended for business professionals, executives, IT practitioners, policymakers, students, and researchers.