(eBook PDF) Real Econometrics: The Right Tools to Answer Important Questions by Michael Bailey – Digital Ebook – Instant Delivery Download
Product details:
- ISBN-10 : 0190296828
- ISBN-13 : 978-0190296827
- Author: Michael Bailey
An engaging and practical introduction to econometrics, Real Econometrics: The Right Tools to Answer Important Questions provides thorough coverage of the most frequently used methods of analysis and a diverse array of examples and case studies. Grounded in contemporary understandings of causal inference, the text invites students to see how econometric tools can help answer interesting questions ranging from whether police reduce crime, to how drinking affects students’ grades, and to whether or not tall people make higher wages. This emphasis on practical applications, combined with a lively and conversational narrative, provides students with a solid foundation in the analytical tools they will use throughout their academic and professional careers.
Table contents:
1 The Quest for Causality
2 Stats in the Wild: Good Data Practices
3 Bivariate OLS: The Foundation of Econometric Analysis
4 Hypothesis Testing and Interval Estimation: Answering Research Questions
5 Multivariate OLS: Where the Action Is
6 Dummy Variables: Smarter than You Think
7 Specifying Models
8 Using Fixed Effects Models to Fight Endogeneity in Panel Data and Difference-in-Difference Models
9 Instrumental Variables: Using Exogenous Variation to Fight Endogeneity
10 Experiments: Dealing with Real-World Challenges
11 Regression Discontinuity: Looking for Jumps in Data
12 Dummy Dependent Variables
13 Time Series: Dealing with Stickiness over Time
14 Advanced OLS
15 Advanced Panel Data
16 Conclusion: How to Be an Econometric Realist
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