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.
Download or read book Discourse on the Move written by Douglas Biber and published by John Benjamins Publishing. This book was released on 2007-09-19 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discourse on the Move is the first book-length exploration of how corpus-based methods can be used for discourse analysis, applied to the description of discourse organization. The primary goal is to bring these two analytical perspectives together: undertaking a detailed discourse analysis of each individual text, but doing so in terms that can be generalized across all texts of a corpus. The book explores two major approaches to this task: ‘top-down’ and ‘bottom-up’. In the ‘top-down’ approach, the functional components of a genre are determined first, and then all texts in a corpus are analyzed in terms of those components. In contrast, textual components emerge from the corpus analysis in the bottom-up approach, and the discourse organization of individual texts is then analyzed in terms of linguistically-defined textual categories. Both approaches are illustrated through case studies of discourse structure in particular genres: fund-raising letters, biology/biochemistry research articles, and university classroom teaching.
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.
Download or read book written by China and published by . This book was released on 2000 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advanced artificial intelligence AI based affective computing in online learning written by Tongguang Ni and published by Frontiers Media SA. This book was released on 2023-05-17 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Handbook Of Financial Econometrics Mathematics Statistics And Machine Learning In 4 Volumes written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.
Download or read book The Handbook of Brand Management Scales written by Lia Zarantonello and published by Routledge. This book was released on 2015-08-05 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Brand Management Scales is a concise, clear and easy-to-use collection of scales in brand management. Scales are a critical tool for researchers measuring consumer insights, emotions and responses. Existing handbooks of marketing scales do not include (or include very few) scales related to brand management constructs. This book is the first to meet this need. Sample scales include brand personality, brand authenticity, consumer–brand relationships and brand equity. Each scale is included with a clear definition of the construct it is designed to benchmark, a description of the scale itself, how to use it and examples of possible applications in managerial and academic contexts. A much-needed reference point, this is a unique, vital and convenient volume that should be within reach of every marketing scholar's and manager's desk.
Download or read book The Day the Markets Roared written by Henry Kaufman and published by BenBella Books. This book was released on 2021-04-06 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Legendary economist Dr. Henry Kaufman shares a classic Wall Street story that has never been fully told: a firsthand account of the day in August 1982 that would define US economics for decades Dr. Henry Kaufman is the most famous economist Wall Street has ever seen, renowned well beyond the financial industry. He was the subject of New Yorker cartoons, had cameos in drama productions and two seminal literary works of the 1980s, was subject to death threats, and enjoyed the nickname "Dr. Doom." His pinnacle of influence arrived on August 17, 1982. That single day turned out to be the beginning of the world that we now live in. At the time, after painful years of high interest rates and the inflation of the late 1960s and 1970s, consumers were paying 17 percent and higher to borrow money. But by the end of one summer day almost 40 years ago, the stock market had undergone its second-biggest rally since WWII, while bond prices soared and interest rates plunged. Dr. Kaufman himself had written a memo that sparked this tremendous boom-and it set the global markets on fire, marking the start of almost four decades of US economic growth. The Day the Markets Roared answers the questions: • Why did Dr. Kaufman break with his longstanding bearish views to make a momentous prediction that spurred blaring headlines everywhere from Brazil to Beijing? • How could a private individual exercise such profound influence over global financial markets? • How did we get to today's rock-bottom and even negative rates? And what is their continuing impact on the economy, our financial markets and our livelihoods? The Day the Markets Roared is a firsthand, minute-by-minute account of one remarkable day in financial and economic history, with a rich cast of characters, from Salomon's John Gutfreund to interest rate guru Sydney Homer, to Dr. Kaufman's longtime friend, Fed Chairman Paul Volcker. Dr. Kaufman reflects on the lessons of the historic August 1982 episode, harkening back to a more optimistic moment in American history, and offering inspiration for better times ahead.
Download or read book Narrative Economics written by Robert J. Shiller and published by Princeton University Press. This book was released on 2020-09-01 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Nobel Prize–winning economist and New York Times bestselling author Robert Shiller, a groundbreaking account of how stories help drive economic events—and why financial panics can spread like epidemic viruses Stories people tell—about financial confidence or panic, housing booms, or Bitcoin—can go viral and powerfully affect economies, but such narratives have traditionally been ignored in economics and finance because they seem anecdotal and unscientific. In this groundbreaking book, Robert Shiller explains why we ignore these stories at our peril—and how we can begin to take them seriously. Using a rich array of examples and data, Shiller argues that studying popular stories that influence individual and collective economic behavior—what he calls "narrative economics"—may vastly improve our ability to predict, prepare for, and lessen the damage of financial crises and other major economic events. The result is nothing less than a new way to think about the economy, economic change, and economics. In a new preface, Shiller reflects on some of the challenges facing narrative economics, discusses the connection between disease epidemics and economic epidemics, and suggests why epidemiology may hold lessons for fighting economic contagions.
Download or read book Intellectual Capital Disclosure and Performance of Consumer Goods Firms written by Rehanet Isa and published by Cambridge Scholars Publishing. This book was released on 2024-01-11 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business executives and managers are increasingly working in a highly competitive environment, where identifying the main drivers of performance is vital for the survival of firms. Intellectual capital is a crucial matter for firms worldwide, and the disclosure of intellectual capital has been identified as one of the major drivers of performance. This book examines the impact of intellectual capital disclosure on the performance of listed firms which adopt the balanced scorecard approach. The book is a product of research that offers innovative analysis and proves that managers of firms can use the disclosure of intellectual capital to boost performance. It reveals how using the balanced scorecard as a measurement tool for intellectual capital disclosure can drive the performance of firms. Students in postgraduate programmes and academics, as well as business executives and managers, will find this book to be an essential guide to maximizing intellectual capital disclosure to boost performance.
Download or read book The Financial Crisis Inquiry Report written by Financial Crisis Inquiry Commission and published by Cosimo, Inc.. This book was released on 2011-05-01 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Crisis Inquiry Report, published by the U.S. Government and the Financial Crisis Inquiry Commission in early 2011, is the official government report on the United States financial collapse and the review of major financial institutions that bankrupted and failed, or would have without help from the government. The commission and the report were implemented after Congress passed an act in 2009 to review and prevent fraudulent activity. The report details, among other things, the periods before, during, and after the crisis, what led up to it, and analyses of subprime mortgage lending, credit expansion and banking policies, the collapse of companies like Fannie Mae and Freddie Mac, and the federal bailouts of Lehman and AIG. It also discusses the aftermath of the fallout and our current state. This report should be of interest to anyone concerned about the financial situation in the U.S. and around the world.THE FINANCIAL CRISIS INQUIRY COMMISSION is an independent, bi-partisan, government-appointed panel of 10 people that was created to "examine the causes, domestic and global, of the current financial and economic crisis in the United States." It was established as part of the Fraud Enforcement and Recovery Act of 2009. The commission consisted of private citizens with expertise in economics and finance, banking, housing, market regulation, and consumer protection. They examined and reported on "the collapse of major financial institutions that failed or would have failed if not for exceptional assistance from the government."News Dissector DANNY SCHECHTER is a journalist, blogger and filmmaker. He has been reporting on economic crises since the 1980's when he was with ABC News. His film In Debt We Trust warned of the economic meltdown in 2006. He has since written three books on the subject including Plunder: Investigating Our Economic Calamity (Cosimo Books, 2008), and The Crime Of Our Time: Why Wall Street Is Not Too Big to Jail (Disinfo Books, 2011), a companion to his latest film Plunder The Crime Of Our Time. He can be reached online at www.newsdissector.com.
Download or read book Accounting Trends and Techniques U S GAAP Financial Statements Best Practices in Presentation and Disclosure written by AICPA and published by John Wiley & Sons. This book was released on 2017-12-04 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated for new accounting and auditing guidance issued, this valuable tool provides hundreds of high quality disclosure examples from carefully selected U.S. companies of different sizes, across industries such as banking, credit and insurance, communication services, and healthcare from such organizations as Scotts Miracle-Gro, Coca-Cola, Caterpillar, and BB&T. Illustrations of the most important, immediate, and challenging disclosures, such as derivatives and hedging, consolidations, and fair value measurement are provided. Hot topics include statement of cash flows, going concern, and business combinations and intangibles. This edition also provides clear, direct guidance to help you understand and comply with all significant reporting requirements and detailed indexes to help you quickly find exactly what you need.
Download or read book Introduction to Financial Forecasting in Investment Analysis written by John B. Guerard, Jr. and published by Springer Science & Business Media. This book was released on 2013-01-04 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting—the art and science of predicting future outcomes—has become a crucial skill in business and economic analysis. This volume introduces the reader to the tools, methods, and techniques of forecasting, specifically as they apply to financial and investing decisions. With an emphasis on "earnings per share" (eps), the author presents a data-oriented text on financial forecasting, understanding financial data, assessing firm financial strategies (such as share buybacks and R&D spending), creating efficient portfolios, and hedging stock portfolios with financial futures. The opening chapters explain how to understand economic fluctuations and how the stock market leads the general economic trend; introduce the concept of portfolio construction and how movements in the economy influence stock price movements; and introduce the reader to the forecasting process, including exponential smoothing and time series model estimations. Subsequent chapters examine the composite index of leading economic indicators (LEI); review financial statement analysis and mean-variance efficient portfolios; and assess the effectiveness of analysts’ earnings forecasts. Using data from such firms as Intel, General Electric, and Hitachi, Guerard demonstrates how forecasting tools can be applied to understand the business cycle, evaluate market risk, and demonstrate the impact of global stock selection modeling and portfolio construction.
Download or read book Stories of Capitalism written by Stefan Leins and published by University of Chicago Press. This book was released on 2018-01-29 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial crisis and the recession that followed caught many people off guard, including experts in the financial sector whose jobs involve predicting market fluctuations. Financial analysis offices in most international banks are supposed to forecast the rise or fall of stock prices, the success or failure of investment products, and even the growth or decline of entire national economies. And yet their predictions are heavily disputed. How do they make their forecasts—and do those forecasts have any actual value? Building on recent developments in the social studies of finance, Stories of Capitalism provides the first ethnography of financial analysis. Drawing on two years of fieldwork in a Swiss bank, Stefan Leins argues that financial analysts construct stories of possible economic futures, presenting them as coherent and grounded in expert research and analysis. In so doing, they establish a role for themselves—not necessarily by laying bare empirically verifiable trends but rather by presenting the market as something that makes sense and is worth investing in. Stories of Capitalism is a nuanced look at how banks continue to boost investment—even in unstable markets—and a rare insider’s look into the often opaque financial practices that shape the global economy.
Download or read book Engineering Applications of Neural Networks written by Chrisina Jayne and published by Springer. This book was released on 2016-08-18 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th International Conference on Engineering Applications of Neural Networks, EANN 2016, held in Aberdeen, UK, in September 2016. The 22 revised full papers and three short papers presented together with two tutorials were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on active learning and dynamic environments; semi-supervised modeling; classification applications; clustering applications; cyber-physical systems and cloud applications; time-series prediction; learning-algorithms.
Download or read book Narrative Reporting written by Dr David Campbell and published by . This book was released on 2008 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Accounting for Income Taxes written by John R. Graham and published by Now Pub. This book was released on 2012-11-09 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accounting for Income Taxes is the most comprehensive review of AFIT research. It is designed both to introduce new scholars to this field and to encourage active researchers to expand frontiers related to accounting for income taxes. Accounting for Income Taxes includes both a primer about the rules governing AFIT (Sections 3-4) and a review of the scholarly studies in the field (Sections 5-8). The primer uses accessible examples and clear language to express essential AFIT rules and institutional features. Section 3 reviews the basic rules and institutional details governing AFIT. Section 4 discusses ways that researchers, policymakers, and other interested parties can use the tax information in financial statements to better approximate information in the tax return. The second half of the monograph reviews the extant scholarly studies by splitting the research literature into four topics: earnings management, the association between book-tax differences and earnings characteristics, the equity market pricing of information in the tax accounts, and book-tax conformity. Section 5 focuses on the use of the tax accounts to manage earnings through the valuation allowance, the income tax contingency, and permanently reinvested foreign earnings. Section 6 discusses the association between book-tax differences and earnings characteristics, namely earnings growth and earnings persistence. Section 7 explores how tax information is reflected in share prices. Section 8 reviews the increased alignment of accounting for book purposes and tax purposes. The remainder of the paper focuses on topics of general interest in the economics and econometric literatures. Section 9 highlights some issues of general importance including a theoretical framework to interpret and guide empirical AFIT studies, the disaggregated components of book-tax differences and research opportunities as the U.S. moves toward International Financial Reporting Standards (IFRS). Section 10 discusses econometric weaknesses that are common in AFIT research and proposes ways to mitigate their deleterious effects.
