Mostly Harmless Econometrics : : An Empiricist's Companion / / Joshua D. Angrist, Jörn-Steffen Pischke.
The core methods in today's econometric toolkit are linear regression for statistical control, instrumental variables methods for the analysis of natural experiments, and differences-in-differences methods that exploit policy changes. In the modern experimentalist paradigm, these techniques add...
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Place / Publishing House: | Princeton, NJ : : Princeton University Press, , [2008] ©2009 |
Year of Publication: | 2008 |
Language: | English |
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Physical Description: | 1 online resource :; 8 halftones. 17 line illus. 26 tables. |
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Table of Contents:
- Frontmatter
- CONTENTS
- FIGURES
- TABLES
- PREFACE
- ACKNOWLEDGMENTS
- ORGANIZATION OF THIS BOOK
- Part I. Preliminaries
- Chapter 1. Questions about Questions
- Chapter 2. The Experimental Ideal
- Part II. The Core
- Chapter 3. Making Regression Make Sense
- Chapter 4. Instrumental Variables in Action: Sometimes You Get What You Need
- Chapter 5. Parallel Worlds: Fixed Effects, Differences-in-Differences, and Panel Data
- Part III. Extensions
- Chapter 6. Getting a Little Jumpy: Regression Discontinuity Designs
- Chapter 7. Quantile Regression
- Chapter 8. Nonstandard Standard Error Issues
- LAST WORDS
- ACRONYMS AND ABBREVIATIONS
- EMPIRICAL STUDIES INDEX
- REFERENCES
- INDEX