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The Art And Science Of Econometrics


The Art And Science Of Econometrics
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The Art And Science Of Econometrics


The Art And Science Of Econometrics
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Author : Ping Zong
language : en
Publisher: Routledge
Release Date : 2022-05-02

The Art And Science Of Econometrics written by Ping Zong and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-02 with Business & Economics categories.


Today econometrics has been widely applied in the empirical study of economics. As an empirical science, econometrics uses rigorous mathematical and statistical methods for economic problems. Understanding the methodologies of both econometrics and statistics is a crucial departure for econometrics. The primary focus of this book is to provide an understanding of statistical properties behind econometric methods. Following the introduction in Chapter 1, Chapter 2 provides the methodological review of both econometrics and statistics in different periods since the 1930s. Chapters 3 and 4 explain the underlying theoretical methodologies for estimated equations in the simple regression and multiple regression models and discuss the debates about p-values in particular. This part of the book offers the reader a richer understanding of the methods of statistics behind the methodology of econometrics. Chapters 5–9 of the book are focused on the discussion of regression models using time series data, traditional causal econometric models, and the latest statistical techniques. By concentrating on dynamic structural linear models like state-space models and the Bayesian approach, the book alludes to the fact that this methodological study is not only a science but also an art. This work serves as a handy reference book for anyone interested in econometrics, particularly in relevance to students and academic and business researchers in all quantitative analysis fields.



Econometrics


Econometrics
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Author : Fouad Sabry
language : en
Publisher: One Billion Knowledgeable
Release Date : 2023-12-16

Econometrics written by Fouad Sabry and has been published by One Billion Knowledgeable this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-16 with Business & Economics categories.


What is Econometrics The field of econometrics involves the utilization of statistical techniques to analyze economic data with the objective of providing empirical evidence to economic relationships. More specifically, it refers to "the quantitative analysis of actual economic phenomena based on the concurrent development of theory and observation, related by appropriate methods of inference." In a textbook that provides an introduction to economics, econometrics is described as a tool that enables economists to "sift through mountains of data to extract simple relationships." In the field of econometrics, Jan Tinbergen is identified as one of the two founding fathers. That other individual, Ragnar Frisch, was also the one who first used the phrase in the manner that it is used today. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Econometrics Chapter 2: Least squares Chapter 3: Gauss-Markov theorem Chapter 4: Regression analysis Chapter 5: Consistent estimator Chapter 6: Instrumental variables estimation Chapter 7: Probit model Chapter 8: Ordinary least squares Chapter 9: Simple linear regression Chapter 10: Seemingly unrelated regressions Chapter 11: Breusch-Pagan test Chapter 12: Cochrane-Orcutt estimation Chapter 13: Generalized least squares Chapter 14: Statistical model specification Chapter 15: Heteroskedasticity-consistent standard errors Chapter 16: Heckman correction Chapter 17: Polynomial regression Chapter 18: Error correction model Chapter 19: Errors-in-variables models Chapter 20: Linear regression Chapter 21: Homoscedasticity and heteroscedasticity (II) Answering the public top questions about econometrics. (III) Real world examples for the usage of econometrics in many fields. (IV) Rich glossary featuring over 1200 terms to unlock a comprehensive understanding of econometrics. (eBook only). Who will benefit Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of econometrics.



Econometrics


Econometrics
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Author : John Eatwell
language : en
Publisher: Springer
Release Date : 1990-02-23

Econometrics written by John Eatwell and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-02-23 with Business & Economics categories.


This is an excerpt from the 4-volume dictionary of economics, a reference book which aims to define the subject of economics today. 1300 subject entries in the complete work cover the broad themes of economic theory. This extract concentrates on econometrics.



Ebook Econometrics With Online Learning Centre


Ebook Econometrics With Online Learning Centre
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Author : CAMERON
language : en
Publisher: McGraw Hill
Release Date : 2005-02-16

Ebook Econometrics With Online Learning Centre written by CAMERON and has been published by McGraw Hill this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-02-16 with Business & Economics categories.


EBOOK: Econometrics with Online Learning Centre



Econometrics As A Con Art


Econometrics As A Con Art
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Author : Imad A. Moosa
language : en
Publisher: Edward Elgar Publishing
Release Date : 2017-07-28

Econometrics As A Con Art written by Imad A. Moosa and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-28 with Business & Economics categories.


Imad Moosa challenges convention with this comprehensive and compelling critique of econometrics, condemning the common practices of misapplied statistical methods in both economics and finance.



Handbook Of Econometrics


Handbook Of Econometrics
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Author : Zvi Griliches
language : en
Publisher: Elsevier
Release Date : 1983

Handbook Of Econometrics written by Zvi Griliches and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Econometrics categories.


The Handbook is a definitive reference source and teaching aid for econometricians. It examines models, estimation theory, data analysis and field applications in econometrics. Comprehensive surveys, written by experts, discuss recent developments at a level suitable for professional use by economists, econometricians, statisticians, and in advanced graduate econometrics courses.



Econometrics


Econometrics
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Author : Gregory C. Chow
language : en
Publisher: McGraw-Hill Companies
Release Date : 1983

Econometrics written by Gregory C. Chow and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Business & Economics categories.




Essentials Of Time Series Econometrics


Essentials Of Time Series Econometrics
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Author : Rajat Chopra
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Essentials Of Time Series Econometrics written by Rajat Chopra and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.


"Essentials of Time Series Econometrics" explores the fundamental principles, methodologies, and practical applications of time series analysis in economics, finance, and related fields. Designed for students, researchers, and practitioners, this guide covers both theoretical foundations and practical techniques used to analyze temporal data and make informed decisions. We cover a wide range of topics, including basic concepts such as stationarity and autocorrelation, as well as advanced techniques like machine learning approaches, Bayesian analysis, and high-frequency data analysis. Each chapter provides clear explanations of key concepts, methodologies, and mathematical principles. Real-world examples and case studies illustrate the application of time series analysis in various domains. Hands-on exercises and practical assignments reinforce understanding and develop analytical skills. Contributions from leading experts ensure readers benefit from the latest research findings. A companion website offers additional resources, including datasets, code examples, and supplementary materials. This book is ideal for students, researchers, and practitioners looking to build a solid foundation in time series econometrics or apply advanced techniques to real-world problems.



Equilibrium In Economics


Equilibrium In Economics
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Author : Valeria Mosini
language : en
Publisher: Routledge
Release Date : 2008-01-07

Equilibrium In Economics written by Valeria Mosini and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-07 with Business & Economics categories.


General Equilibrium Theory, which became the dominating paradigm after the Second World War, is founded on the postulated existence, uniqueness, and stability of equilibrium in economic processes. Since then, the concept has come under sustained attack from all points of the heterodox compass, from Austrian economists to Marxists. Partly in response to these pressures, mainstream economics has changed and moved away from the rigid framework of GET. Nonetheless, economists are continually arguing in terms of equilibrium and the existence of a variety of equilibrium concepts continues to stir controversy. The contributions in this book, which include articles from Tony Lawson, Ivor Grattan-Guinness and Roger Backhouse, highlight current notions of equilibrium in economics and provide a guide to understanding the links between economic theory and economic reality.



Econometrics


Econometrics
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Author : Badi H. Baltagi
language : en
Publisher: Springer Nature
Release Date : 2022-01-27

Econometrics written by Badi H. Baltagi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-27 with Business & Economics categories.


This textbook teaches some of the basic econometric methods and the underlying assumptions behind them. It also includes a simple and concise treatment of more advanced topics in spatial correlation, panel data, limited dependent variables, regression diagnostics, specification testing and time series analysis. Each chapter has a set of theoretical exercises as well as empirical illustrations using real economic applications. These empirical exercises usually replicate a published article using Stata, Eviews as well as SAS. This new sixth edition has been fully revised and updated, and includes new material on limited dependent variables and panel data as well as revision of basic topics like heteroskedasticity, endogeneity, over-identification and specification testing. The author also provides more exercises and empirical examples based on published economic applications.