Handbook Of Financial Econometrics And Statistics

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Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

Author : Cheng Few Lee,John C Lee
Publisher : World Scientific
Page : 5053 pages
File Size : 51,6 Mb
Release : 2020-07-30
Category : Business & Economics
ISBN : 9789811202407

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Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by Cheng Few Lee,John C Lee Pdf

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.

Handbook of Financial Econometrics and Statistics

Author : Cheng-Few Lee,John C. Lee
Publisher : Springer
Page : 0 pages
File Size : 42,8 Mb
Release : 2014-09-28
Category : Business & Economics
ISBN : 1461477492

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Handbook of Financial Econometrics and Statistics by Cheng-Few Lee,John C. Lee Pdf

​The Handbook of Financial Econometrics and Statistics provides, in four volumes and over 100 chapters, a comprehensive overview of the primary methodologies in econometrics and statistics as applied to financial research. Including overviews of key concepts by the editors and in-depth contributions from leading scholars around the world, the Handbook is the definitive resource for both classic and cutting-edge theories, policies, and analytical techniques in the field. Volume 1 (Parts I and II) covers all of the essential theoretical and empirical approaches. Volumes 2, 3, and 4 feature contributed entries that showcase the application of financial econometrics and statistics to such topics as asset pricing, investment and portfolio research, option pricing, mutual funds, and financial accounting research. Throughout, the Handbook offers illustrative case examples and applications, worked equations, and extensive references, and includes both subject and author indices.​

Handbook of Financial Econometrics and Statistics

Author : Cheng-Few Lee,John C. Lee
Publisher : Springer
Page : 2897 pages
File Size : 47,6 Mb
Release : 2014-11-14
Category : Business & Economics
ISBN : 1461477514

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Handbook of Financial Econometrics and Statistics by Cheng-Few Lee,John C. Lee Pdf

​The Handbook of Financial Econometrics and Statistics provides, in four volumes and over 100 chapters, a comprehensive overview of the primary methodologies in econometrics and statistics as applied to financial research. Including overviews of key concepts by the editors and in-depth contributions from leading scholars around the world, the Handbook is the definitive resource for both classic and cutting-edge theories, policies, and analytical techniques in the field. Volume 1 (Parts I and II) covers all of the essential theoretical and empirical approaches. Volumes 2, 3, and 4 feature contributed entries that showcase the application of financial econometrics and statistics to such topics as asset pricing, investment and portfolio research, option pricing, mutual funds, and financial accounting research. Throughout, the Handbook offers illustrative case examples and applications, worked equations, and extensive references, and includes both subject and author indices.​

Handbook of Financial Econometrics and Statistics

Author : Cheng-Few Lee,John C. Lee
Publisher : Springer
Page : 0 pages
File Size : 46,5 Mb
Release : 2014-09-28
Category : Business & Economics
ISBN : 1461477492

Get Book

Handbook of Financial Econometrics and Statistics by Cheng-Few Lee,John C. Lee Pdf

​The Handbook of Financial Econometrics and Statistics provides, in four volumes and over 100 chapters, a comprehensive overview of the primary methodologies in econometrics and statistics as applied to financial research. Including overviews of key concepts by the editors and in-depth contributions from leading scholars around the world, the Handbook is the definitive resource for both classic and cutting-edge theories, policies, and analytical techniques in the field. Volume 1 (Parts I and II) covers all of the essential theoretical and empirical approaches. Volumes 2, 3, and 4 feature contributed entries that showcase the application of financial econometrics and statistics to such topics as asset pricing, investment and portfolio research, option pricing, mutual funds, and financial accounting research. Throughout, the Handbook offers illustrative case examples and applications, worked equations, and extensive references, and includes both subject and author indices.​

Handbook of Financial Econometrics

Author : Yacine Ait-Sahalia,Lars Peter Hansen
Publisher : Elsevier
Page : 808 pages
File Size : 53,5 Mb
Release : 2009-10-19
Category : Business & Economics
ISBN : 0080929842

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Handbook of Financial Econometrics by Yacine Ait-Sahalia,Lars Peter Hansen Pdf

This collection of original articles—8 years in the making—shines a bright light on recent advances in financial econometrics. From a survey of mathematical and statistical tools for understanding nonlinear Markov processes to an exploration of the time-series evolution of the risk-return tradeoff for stock market investment, noted scholars Yacine Aït-Sahalia and Lars Peter Hansen benchmark the current state of knowledge while contributors build a framework for its growth. Whether in the presence of statistical uncertainty or the proven advantages and limitations of value at risk models, readers will discover that they can set few constraints on the value of this long-awaited volume. Presents a broad survey of current research—from local characterizations of the Markov process dynamics to financial market trading activity Contributors include Nobel Laureate Robert Engle and leading econometricians Offers a clarity of method and explanation unavailable in other financial econometrics collections

Financial, Macro and Micro Econometrics Using R

Author : Hrishikesh D. Vinod
Publisher : North Holland
Page : 350 pages
File Size : 55,7 Mb
Release : 2020-01-24
Category : Electronic
ISBN : 9780128202500

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Financial, Macro and Micro Econometrics Using R by Hrishikesh D. Vinod Pdf

Financial, Macro and Micro Econometrics Using R, Volume 42, provides state-of-the-art information on important topics in econometrics, including multivariate GARCH, stochastic frontiers, fractional responses, specification testing and model selection, exogeneity testing, causal analysis and forecasting, GMM models, asset bubbles and crises, corporate investments, classification, forecasting, nonstandard problems, cointegration, financial market jumps and co-jumps, among other topics. Presents chapters authored by distinguished, honored researchers who have received awards from the Journal of Econometrics or the Econometric Society Includes descriptions and links to resources and free open source R Gives readers what they need to jumpstart their understanding on the state-of-the-art

Handbook of Research on Emerging Theories, Models, and Applications of Financial Econometrics

Author : Burcu Adıgüzel Mercangöz
Publisher : Springer Nature
Page : 465 pages
File Size : 47,5 Mb
Release : 2021-02-17
Category : Business & Economics
ISBN : 9783030541088

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Handbook of Research on Emerging Theories, Models, and Applications of Financial Econometrics by Burcu Adıgüzel Mercangöz Pdf

This handbook presents emerging research exploring the theoretical and practical aspects of econometric techniques for the financial sector and their applications in economics. By doing so, it offers invaluable tools for predicting and weighing the risks of multiple investments by incorporating data analysis. Throughout the book the authors address a broad range of topics such as predictive analysis, monetary policy, economic growth, systemic risk and investment behavior. This book is a must-read for researchers, scholars and practitioners in the field of economics who are interested in a better understanding of current research on the application of econometric methods to financial sector data.

Handbook of Financial Econometrics, Mathematics, Statistics, and Machine Learning

Author : Cheng F. Lee,John C. Lee
Publisher : Unknown
Page : 4881 pages
File Size : 43,7 Mb
Release : 2020
Category : Econometrics
ISBN : 9811202397

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Handbook of Financial Econometrics, Mathematics, Statistics, and Machine Learning by Cheng F. Lee,John C. Lee Pdf

"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"--Publisher's website.

Financial Econometrics, Mathematics and Statistics

Author : Cheng-Few Lee,Hong-Yi Chen,John Lee
Publisher : Springer
Page : 655 pages
File Size : 43,6 Mb
Release : 2019-06-03
Category : Business & Economics
ISBN : 9781493994298

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Financial Econometrics, Mathematics and Statistics by Cheng-Few Lee,Hong-Yi Chen,John Lee Pdf

This rigorous textbook introduces graduate students to the principles of econometrics and statistics with a focus on methods and applications in financial research. Financial Econometrics, Mathematics, and Statistics introduces tools and methods important for both finance and accounting that assist with asset pricing, corporate finance, options and futures, and conducting financial accounting research. Divided into four parts, the text begins with topics related to regression and financial econometrics. Subsequent sections describe time-series analyses; the role of binomial, multi-nomial, and log normal distributions in option pricing models; and the application of statistics analyses to risk management. The real-world applications and problems offer students a unique insight into such topics as heteroskedasticity, regression, simultaneous equation models, panel data analysis, time series analysis, and generalized method of moments. Written by leading academics in the quantitative finance field, allows readers to implement the principles behind financial econometrics and statistics through real-world applications and problem sets. This textbook will appeal to a less-served market of upper-undergraduate and graduate students in finance, economics, and statistics. ​

Handbook of Empirical Economics and Finance

Author : Aman Ullah,David E. A. Giles
Publisher : CRC Press
Page : 532 pages
File Size : 55,7 Mb
Release : 2016-04-19
Category : Mathematics
ISBN : 1420070363

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Handbook of Empirical Economics and Finance by Aman Ullah,David E. A. Giles Pdf

Handbook of Empirical Economics and Finance explores the latest developments in the analysis and modeling of economic and financial data. Well-recognized econometric experts discuss the rapidly growing research in economics and finance and offer insight on the future direction of these fields. Focusing on micro models, the first group of chapters describes the statistical issues involved in the analysis of econometric models with cross-sectional data often arising in microeconomics. The book then illustrates time series models that are extensively used in empirical macroeconomics and finance. The last set of chapters explores the types of panel data and spatial models that are becoming increasingly significant in analyzing complex economic behavior and policy evaluations. This handbook brings together both background material and new methodological and applied results that are extremely important to the current and future frontiers in empirical economics and finance. It emphasizes inferential issues that transpire in the analysis of cross-sectional, time series, and panel data-based empirical models in economics, finance, and related disciplines.

Handbook of Financial Time Series

Author : Torben Gustav Andersen,Richard A. Davis,Jens-Peter Kreiß,Thomas V. Mikosch
Publisher : Springer Science & Business Media
Page : 1045 pages
File Size : 48,6 Mb
Release : 2009-04-21
Category : Business & Economics
ISBN : 9783540712978

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Handbook of Financial Time Series by Torben Gustav Andersen,Richard A. Davis,Jens-Peter Kreiß,Thomas V. Mikosch Pdf

The Handbook of Financial Time Series gives an up-to-date overview of the field and covers all relevant topics both from a statistical and an econometrical point of view. There are many fine contributions, and a preamble by Nobel Prize winner Robert F. Engle.

High-Frequency Financial Econometrics

Author : Yacine Aït-Sahalia,Jean Jacod
Publisher : Princeton University Press
Page : 683 pages
File Size : 54,7 Mb
Release : 2014-07-21
Category : Business & Economics
ISBN : 9780691161433

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High-Frequency Financial Econometrics by Yacine Aït-Sahalia,Jean Jacod Pdf

A comprehensive introduction to the statistical and econometric methods for analyzing high-frequency financial data High-frequency trading is an algorithm-based computerized trading practice that allows firms to trade stocks in milliseconds. Over the last fifteen years, the use of statistical and econometric methods for analyzing high-frequency financial data has grown exponentially. This growth has been driven by the increasing availability of such data, the technological advancements that make high-frequency trading strategies possible, and the need of practitioners to analyze these data. This comprehensive book introduces readers to these emerging methods and tools of analysis. Yacine Aït-Sahalia and Jean Jacod cover the mathematical foundations of stochastic processes, describe the primary characteristics of high-frequency financial data, and present the asymptotic concepts that their analysis relies on. Aït-Sahalia and Jacod also deal with estimation of the volatility portion of the model, including methods that are robust to market microstructure noise, and address estimation and testing questions involving the jump part of the model. As they demonstrate, the practical importance and relevance of jumps in financial data are universally recognized, but only recently have econometric methods become available to rigorously analyze jump processes. Aït-Sahalia and Jacod approach high-frequency econometrics with a distinct focus on the financial side of matters while maintaining technical rigor, which makes this book invaluable to researchers and practitioners alike.

Handbook of Applied Economic Statistics

Author : Aman Ullah
Publisher : CRC Press
Page : 646 pages
File Size : 44,8 Mb
Release : 1998-02-03
Category : Business & Economics
ISBN : 9781482269901

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Handbook of Applied Economic Statistics by Aman Ullah Pdf

This work examines theoretical issues, as well as practical developments in statistical inference related to econometric models and analysis. This work offers discussions on such areas as the function of statistics in aggregation, income inequality, poverty, health, spatial econometrics, panel and survey data, bootstrapping and time series.

Handbook of Financial Econometrics

Author : Yacine Ait-Sahalia,Lars Peter Hansen
Publisher : Elsevier
Page : 384 pages
File Size : 54,6 Mb
Release : 2009-10-21
Category : Business & Economics
ISBN : 0444535497

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Handbook of Financial Econometrics by Yacine Ait-Sahalia,Lars Peter Hansen Pdf

Applied financial econometrics subjects are featured in this second volume, with papers that survey important research even as they make unique empirical contributions to the literature. These subjects are familiar: portfolio choice, trading volume, the risk-return tradeoff, option pricing, bond yields, and the management, supervision, and measurement of extreme and infrequent risks. Yet their treatments are exceptional, drawing on current data and evidence to reflect recent events and scholarship. A landmark in its coverage, this volume should propel financial econometric research for years. Presents a broad survey of current research Contributors are leading econometricians Offers a clarity of method and explanation unavailable in other financial econometrics collections

Financial, Macro and Micro Econometrics Using R

Author : Anonim
Publisher : Elsevier
Page : 352 pages
File Size : 49,6 Mb
Release : 2020-01-25
Category : Mathematics
ISBN : 9780128202517

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Financial, Macro and Micro Econometrics Using R by Anonim Pdf

Financial, Macro and Micro Econometrics Using R, Volume 42, provides state-of-the-art information on important topics in econometrics, including multivariate GARCH, stochastic frontiers, fractional responses, specification testing and model selection, exogeneity testing, causal analysis and forecasting, GMM models, asset bubbles and crises, corporate investments, classification, forecasting, nonstandard problems, cointegration, financial market jumps and co-jumps, among other topics. Presents chapters authored by distinguished, honored researchers who have received awards from the Journal of Econometrics or the Econometric Society Includes descriptions and links to resources and free open source R Gives readers what they need to jumpstart their understanding on the state-of-the-art