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Applied econometrics : a practical guide

Author: Chung Ki Min
Publisher: Abingdon, Oxon ; New York, NY : Routledge, 2019. ©2019
Series: Routledge advanced texts in economics and finance, 11.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Applied Econometrics: A Practical Guide is an extremely user-friendly and application-focused book on econometrics. Unlike many econometrics textbooks which are heavily theoretical on abstractions, this book is perfect for beginners and promises simplicity and practicality to the understanding of econometric models. Written in an easy-to-read manner, the book begins with hypothesis testing and moves forth to simple  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Min, Chung Ki.
Applied econometrics.
Abingdon, Oxon ; New York, NY : Routledge, 2019
(DLC) 2018049763
(OCoLC)1060180516
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Chung Ki Min
ISBN: 9780429024429 0429024428 9780429656507 0429656505 9780429658945 042965894X 9780429654060 0429654065
OCLC Number: 1089683887
Description: 1 online resource
Contents: Review of estimation and hypothesis tests --
Simple linear regression models --
Multiple linear regression models --
Dummy explanatory variables --
More on multiple regression analysis --
Endogeneity and two-stage least squares estimation --
Models for panel data --
Simultaneous equations models --
Vector autoregressive (VAR) models --
Autocorrelation and ARCH/GARCH --
Unit root, cointegration and error correction model --
Qualitative and limited dependent variable models.
Series Title: Routledge advanced texts in economics and finance, 11.
Responsibility: Chung-ki Min.

Abstract:

Applied Econometrics: A Practical Guide is an extremely user-friendly and application-focused book on econometrics. Unlike many econometrics textbooks which are heavily theoretical on abstractions, this book is perfect for beginners and promises simplicity and practicality to the understanding of econometric models. Written in an easy-to-read manner, the book begins with hypothesis testing and moves forth to simple and multiple regression models. It also includes advanced topics: Endogeneity and Two-stage Least Squares Simultaneous Equations Models Panel Data Models Qualitative and Limited Dependent Variable Models Vector Autoregressive (VAR) Models Autocorrelation and ARCH/GARCH Models Unit Root and Cointegration The book also illustrates the use of computer software (EViews, SAS and R) for economic estimating and modeling. Its practical applications make the book an instrumental, go-to guide for solid foundation in the fundamentals of econometrics. In addition, this book includes excerpts from relevant articles published in top-tier academic journals. This integration of published articles helps the readers to understand how econometric models are applied to real-world use cases.

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'This book provides an intuitive and easy-to-access introduction to econometrics. A variety of topics of econometrics suitable for undergraduate students are discussed in the book along with Read more...

 
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