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: Michael E. Porter
Publisher:
ISBN: 9780071034272
Category :
Languages : en
Pages :
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Book Description
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: Ralf Ewert
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 142
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Book Description
Earnings Management, Conservatism, and Earnings Quality reviews and illustrates earnings management, conservatism, and their effects on earnings quality in an economic modeling framework. Both earnings management and conservative accounting introduce biases to financial reports. The fundamental issue addressed is what economic effects these biases have on earnings quality or financial reporting quality. Earnings Management, Conservatism, and Earnings Quality reviews analytical models of earnings management and conservatism and shows that both can have beneficial or detrimental economic effects, so a differentiated view is appropriate. Earnings management can provide additional information via the financial reporting communication channel, but it can also be used to misrepresent the firm's position. What the authors find is that similar to earnings management, conservatism can reduce the information content of financial reports if it suppresses relevant information, but it can be a desirable feature that improves economic efficiency. The approach to study earnings management, conservatism, and earnings quality is based on the information economics literature. A variety of analytical models are reviewed that capture the effects and subtle interactions of managers' incentives and rational expectations of users. The benefit of analytical models is to make precise these, often highly complex, strategic effects. They offer a rigorous explanation for the phenomena and show that sometimes conventional wisdom does not apply. The monograph is organized around a few basic model settings, which are presented in simple versions first and then in extensions to elicit the main insights most clearly. Chapter 2 presents the basic rational expectations equilibrium model with earnings management and rational inferences by the capital market. Chapter 3 is devoted to earnings quality and earnings quality metrics used in many studies. Chapter 4 studies conservatism in accounting. Finally, the authors examine the interaction between conservatism and earnings management. Each chapter ends with a section containing a summary of the main findings and conclusions.
Author: American Accounting Association
Publisher:
ISBN:
Category : Accounting
Languages : en
Pages : 366
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Book Description
Author: James D. Cox
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 194
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Book Description
Covers the Offering Rules, the sweeping reforms for the public offering of securities adopted by the SEC in June 2005. This work includes the Dura Pharmaceuticals decision, with note material examining the full implications; examines the developments regarding forward looking statements and the significant Supreme Court decision; and more.
Author:
Publisher:
ISBN:
Category : Dissertations, Academic
Languages : en
Pages : 700
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Book Description
Author: Bahaaeddin Alareeni
Publisher: Springer Nature
ISBN: 3030692213
Category : Technology & Engineering
Languages : en
Pages : 2139
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Book Description
This book introduces the students, researchers and practitioners into the subject and enabling technologies and applications pertaining to of technology, entrepreneurship and business development through research articles, case studies etc. It is primarily intended for academic purposes for learners of computer Science, management, accounting and information systems disciplines, economics,- entrepreneurship. Publishing chapters in the book is new innovative idea to spread the book in the Middle East and Arab countries and make the book achieve more sales. As many students in all levels, graduates and undergraduates in addition to research, professionals are not able to get sufficient resources because of the language concern.
Author:
Publisher: CEPS
ISBN: 9290796588
Category :
Languages : en
Pages : 94
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Book Description
Author: Baruch Lev
Publisher: Harvard Business Press
ISBN: 142211502X
Category : Business & Economics
Languages : en
Pages : 394
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Book Description
A guide to dealing with Wall Street in order to boost a company's earnings and stock price features advice for executives on such topics as addressing investors' concerns and maintaining credibility on Wall Street.
