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Guided tour of Econometrics by Example Damodar Gujarati. Introduction. Welcome to the guided tour of the book. This PowerPoint presentation will take you through: -The book’s unique approach - Pedagogical features
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Introduction • Welcome to the guided tour of the book. This PowerPoint presentation will take you through: • -The book’s unique approach • - Pedagogical features • A sample chapter is available to download fromwww.palgrave.com/economics/Gujarati
The Author: • Damodar Gujarati is a best-selling textbook author and has 42 years of teaching experience. • He is a prominent figure in the field of econometrics and his textbooks are very popular with students …when it comes to getting clear answers to my basic questions, I always reach for ‘Guj’ … I wouldn't try to learn econometrics without the Guj. – Student reviewer on Amazon
Its unique example-led approach: • Econometrics by Examplefocuses on one or two examples per chapter which are developed and used as a basis to explain econometric theory • This innovative approach centres on ‘learning by doing’ and anchors the complex subject of econometrics in real-life data and situations. • I am quite impressed with the approach. - Brendan McCabe, University of Liverpool, UK • …the book is well structured and provides the student with all that he needs to do empirical work without having to know all the theoretical details - Pedro Cerquiera, European University Institute, Portugal
The engaging and clear writing style: - Given that students notoriously struggle with econometrics,Gujarati’s clear and engaging writing style,borne out of his vast experience, makes the subject-matter easier to understand and more accessible for students. The writing style, exposition is great – simple, clearly explained. The material is also very good. - Mike Clements, University of Warwick, UK The writing is excellent. - Heino Bohn Nielsen, Copenhagen University, Denmark
Broad coverage and fully up-to-date: • EBE offers complete coverage, including modern topics such as instrumental variables and panel data • It makes extensive use of the Stata and Eviews statistical packages and the outputs obtained from these packages are reproduced in the book. • EBE contains an appendix that discusses the basic concepts of statistics in a user-friendly manner and provides the necessary statistical background to follow the concepts. The breadth of material that is covered is very good and a full range of alternative models are presented - Timothy Park, University of Georgia, USA
9. Multinomial Regression Models 10. Original Regression Models 11. Limited Dependent Variable Regression Models 12. Modeling Count Data: The Poisson and Negative Binomial Regression Models PART FOUR 13. Stationary and Non-Stationary Time Series 14. Cointegration and Error Correction Models 15. Asset Price Volatility: The Arch and Garch Models 16. Economic Forecasting with Arima and VAR Models 17. Panel Data Regression Models 18. Survival Analysis 19. Instrumental Variables Statistical Appendix • PART ONE • The Linear Regression Model • Functional Forms of Regression Models • Qualitative Explanatory Variables Regression Models • PART TWO • 4. Regression Diagnostic I: Multicollinearity • 5. Regression Diagnostic II: Heteroscedasticity • 6. Regression Diagnostic II: Autocorrelation • Regression Diagnostic IV: Model Specification Errors • PART THREE • 8. Categorical Dependent Variable Models: The Logit and Probit Models Econometrics by Example is divided into 19 chapters, covering all core areas:
Pedagogical Features The book’s features complement, supplement and reinforce the main text, promote further thought and critical analysis. • Each chapter contains asummary and conclusions section, a set ofexercises(to which solutions are provided in the companion website)and helpfulappendices. • In order to help students understand and explore the subject, there is also a full complement ofgraphs and tables.
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