Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) PDF Download
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Author: Cheng Few Lee
Publisher: World Scientific
ISBN: 9811202400
Category : Business & Economics
Languages : en
Pages : 5053
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Book Description
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.
Author: Cheng Few Lee
Publisher: World Scientific
ISBN: 9811202400
Category : Business & Economics
Languages : en
Pages : 5053
Get Book Here
Book Description
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.
Author: R. Glenn Hubbard
Publisher: University of Chicago Press
ISBN: 0226355942
Category : Business & Economics
Languages : en
Pages : 354
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Book Description
In this volume, specialists from traditionally separate areas in economics and finance investigate issues at the conjunction of their fields. They argue that financial decisions of the firm can affect real economic activity—and this is true for enough firms and consumers to have significant aggregate economic effects. They demonstrate that important differences—asymmetries—in access to information between "borrowers" and "lenders" ("insiders" and "outsiders") in financial transactions affect investment decisions of firms and the organization of financial markets. The original research emphasizes the role of information problems in explaining empirically important links between internal finance and investment, as well as their role in accounting for observed variations in mechanisms for corporate control.
Author: Amir Amel-Zadeh
Publisher: Routledge
ISBN: 1000066525
Category : Business & Economics
Languages : en
Pages : 331
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Book Description
Spending on M&A has, in aggregate, grown so fast that it has even overtaken capital expenditure on increasing and maintaining physical assets. Yet McKinsey, the leading management consultancy, reports that "Anyone who has researched merger success rates knows that roughly 70% fail". The idea that businesses might be using huge and increasing sums of shareholders’ money for an activity that more often than not leads to failure calls into question the information on which M&A decisions are based. This book presents statistical studies, case material, and standard-setters’ opinions on company accounting before, during, and after M&A. It documents the manipulation of annual accounts by acquirers ahead of share for share bids, biased forecasts of post-merger earnings by bidders, and devices to flatter earnings when recording the deal. It explores the challenges for standard-setters in regulating information flows during and after M&A, and for account-users wishing to learn from financial statements how a deal has affected performance. Drawing on a wide range of international examples, this readable book is targeted not just at accounting specialists but at anyone who is comfortable reading the serious financial press, is intrigued by what is going on in the massive M&A market, and is concerned with achieving better-informed M&A. As such it might be of particular interest to business executives, lawyers, bankers, and investors involved in M&A as well as graduate students interested in researching or learning about the role of accounting in M&A.
Author: Joshua Ronen
Publisher: Springer Science & Business Media
ISBN: 0387257713
Category : Business & Economics
Languages : en
Pages : 587
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Book Description
This book is a study of earnings management, aimed at scholars and professionals in accounting, finance, economics, and law. The authors address research questions including: Why are earnings so important that firms feel compelled to manipulate them? What set of circumstances will induce earnings management? How will the interaction among management, boards of directors, investors, employees, suppliers, customers and regulators affect earnings management? How to design empirical research addressing earnings management? What are the limitations and strengths of current empirical models?
Author: Bianca Ahrens
Publisher: BoD – Books on Demand
ISBN: 3899369211
Category : Business & Economics
Languages : en
Pages : 282
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Book Description
In his speech from 1998 the former chairman of the United States Securities and Exchange Commission (SEC) Arthur Levitt pointed out that trust "is the bedrock of our capital markets" and that this must not be shaken by the erosion of earnings quality. He made clear that it is the challenge of the whole financial community to counteract such a development. This thesis deals with the question whether the importance of earnings for the capital market varies with its quality. The question arises, because in recent years a large number of firm scandals has shaken the trust in the reliability of reported earnings. In order to properly address the research questions, the literature on earnings quality definitions, quality measures as well as implications of earnings quality on capital markets is reviewed and critically discussed. The author investigates whether well known results concerning capital market implications of earnings quality remain stable for all measures considered. She answers the question of how earnings quality affects firm value, cost of equity capital, and the accuracy of analysts' forecasts taking into account the effects of determinants of earnings quality.
Author: Sebastian Gell
Publisher: Springer Science & Business Media
ISBN: 3834939374
Category : Business & Economics
Languages : en
Pages : 144
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Book Description
Earnings forecasts are ubiquitous in today’s financial markets. They are essential indicators of future firm performance and a starting point for firm valuation. Extremely inaccurate and overoptimistic forecasts during the most recent financial crisis have raised serious doubts regarding the reliability of such forecasts. This thesis therefore investigates new determinants of forecast errors and accuracy. In addition, new determinants of forecast revisions are examined. More specifically, the thesis answers the following questions: 1) How do analyst incentives lead to forecast errors? 2) How do changes in analyst incentives lead to forecast revisions?, and 3) What factors drive differences in forecast accuracy?
Author: Belen Villalonga
Publisher: Emerald Group Publishing
ISBN: 1783504943
Category : Business & Economics
Languages : en
Pages : 392
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Book Description
The boundaries between CEO and CFO are blurred in the fields of strategy and finance. This volume fills this gap by discussing the main subdivisions of strategy research - corporate strategy and business strategy - and the main subdivisions of finance research - corporate finance and capital markets.
Author: Sundaresh Ramnath
Publisher: Now Publishers Inc
ISBN: 1601981627
Category : Business & Economics
Languages : en
Pages : 125
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Book Description
Financial Analysts' Forecasts and Stock Recommendations reviews research related to the role of financial analysts in the allocation of resources in capital markets. The authors provide an organized look at the literature, with particular attention to important questions that remain open for further research. They focus research related to analysts' decision processes and the usefulness of their forecasts and stock recommendations. Some of the major surveys were published in the early 1990's and since then no less than 250 papers related to financial analysts have appeared in the nine major research journals that we used to launch our review of the literature. The research has evolved from descriptions of the statistical properties of analysts' forecasts to investigations of the incentives and decision processes that give rise to those properties. However, in spite of this broader focus, much of analysts' decision processes and the market's mechanism of drawing a useful consensus from the combination of individual analysts' decisions remain hidden in a black box. What do we know about the relevant valuation metrics and the mechanism by which analysts and investors translate forecasts into present equity values? What do we know about the heuristics relied upon by analysts and the market and the appropriateness of their use? Financial Analysts' Forecasts and Stock Recommendations examines these and other questions and concludes by highlighting area for future research.
Author: Tim Richards
Publisher: John Wiley & Sons
ISBN: 1118722191
Category : Business & Economics
Languages : en
Pages : 256
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Book Description
Discover how to remove behavioral bias from your investment decisions For many financial professionals and individual investors, behavioral bias is the largest single factor behind poor investment decisions. The same instincts that our brains employ to keep us alive all too often work against us in the world of finance and investments. Investing Psychology + Website explores several different types of behavioral bias, which pulls back the curtain on any illusions you have about yourself and your investing abilities. This practical investment guide explains that conventional financial wisdom is often nothing more than myth, and provides a detailed roadmap for overcoming behavioral bias. Offers an overview of how our brain perceives realities of the financial world at large and how human nature impacts even our most basic financial decisions Explores several different types of behavioral bias, which pulls back the curtain on any illusions you have about yourself and your investing abilities Provides real-world advice, including: Don't compete with institutions, always track your results, and don't trade when you're emotional, tired, or hungry Investing Psychology is a unique book that shows readers how to dig deeper and persistently question everything in the financial world around them, including the incorrect investment decisions that human nature all too often compels us to make.
Author: Philip Brown
Publisher: Routledge
ISBN: 1135077584
Category : Business & Economics
Languages : en
Pages : 443
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Book Description
Philip Brown is one of the most admired and respected accounting academics alive today. He was a pioneer in capital markets research in accounting, and his 1968 article, co-authored with Ray Ball, "An Empirical Evaluation of Accounting Income Numbers," arguably had a greater impact on the course of accounting research, directly and indirectly, than any other article during the second half of the twentieth century. Since that time, his innovative research has focused on issues that bridge accounting and finance, including the relationships between net profit reports and the stock market, the long-run performance of acquiring firms, statutory sanctions and voluntary corporate disclosure, and the politics and future of national accounting standards to name a few. This volume brings together the greatest hits of Brown’s career, including several articles that were published in out-of-the-way places, for easier use by students and researchers in the field. With a foreword written by Stephen A. Zeff, and an introduction that discusses the evolution of Brown’s research interests and explains the context for each of the essays included in the volume, this book offers the reader a unique look inside this remarkable 50-year career.
