Preface
Part One. Introduction and Review
Chapter 1. Economic Questions and Data
Chapter 2. Review of Probability
Chapter 3. Review of Statistics
Part Two. Fundamentals of Regression Analysis
Chapter 4. Linear Regression with One Regressor
Chapter 5. Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals
Chapter 6. Linear Regression with Multiple Regressors
Chapter 7. Hypothesis Tests and Confidence Intervals in Multiple Regression
Chapter 8. Nonlinear Regression Functions
Chapter 9. Assessing Studies Based on Multiple Regression
Part Three. Further Topics in Regression Analysis
Chapter 10. Regression with Panel Data
Chapter 11. Regression with a Binary Dependent Variable
Chapter 12. Instrumental Variables Regression
Chapter 13. Experiments and Quasi-Experiments
Chapter 14. Prediction with Many Regressors and Big Data
Part Four. Regression Analysis of Economic Time Series Data
Chapter 15. Introduction to Time Series Regression and Forecasting
Chapter 16. Estimation of Dynamic Causal Effects
Chapter 17. Additional Topics in Time Series Regression
Part Five. Regression Analysis of Economic Time Series Data
Chapter 18. The Theory of Linear Regression with One Regressor
Chapter 19. The Theory of Multiple Regression
Appendix
References
Glossary

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