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Econometrics for daily lives. Volume II

Author: Tam Bang Vu
Publisher: New York, NY : Business Expert Press, 2018.
Series: Economics collection.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This volume deals with advanced topics and specific problems in applied econometrics. Part III introduces advanced topics in econometric theory and contains three chapters. Chapter 7 deals with modeling issues and some phenomena that occur when the dataset you have collected has certain problems that need special attention for your results to be reliable. Chapter 8 analyzes the concepts and models that are not  Read more...
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Details

Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Tam Bang Vu
ISBN: 9781631576898 1631576895
OCLC Number: 1028641658
Description: 1 online resource (1 volume) : illustrations.
Contents: Part III. Advanced topics --
7. Modeling issues and endogeneity --
8. Nonlinearity and limited dependent variables --
9. Advanced time-series techniques --
Part IV. Applied topics --
10. Selection bias --
11. Regression discontinuity and differences-in-differences --
12. Conclusion: research project and pitfalls --
Bibliography --
About the author --
Index.
Series Title: Economics collection.
Responsibility: Tam Bang Vu.

Abstract:

This volume deals with advanced topics and specific problems in applied econometrics. Part III introduces advanced topics in econometric theory and contains three chapters. Chapter 7 deals with modeling issues and some phenomena that occur when the dataset you have collected has certain problems that need special attention for your results to be reliable. Chapter 8 analyzes the concepts and models that are not linear in their forms. Chapter 9 introduces several interesting models in advanced time-series techniques when a dataset is not stationary. Part IV applies the theoretical concepts learned in the previous chapters into empirical research. This part also consists of three chapters. Chapter 10 discusses the problem of selection bias and correcting methods. Chapter 11 introduces the regression discontinuity design and differences-in-differences models. Chapter 12 presents steps to carry out an empirical research project and provides strategies to avoid pitfalls in applied econometrics.

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