PART I: INTRODUCTION AND REVIEW
Economic Questions and Data
Review of Probability
Review of Statistics

PART II: FUNDAMENTALS OF REGRESSION ANALYSIS
Linear Regression with One Regressor
Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals
Linear Regression with Multiple Regressors
Hypothesis Tests and Confidence Intervals in Multiple Regression
Nonlinear Regression Functions
Assessing Studies Based on Multiple Regression

PART III: FURTHER TOPICS IN REGRESSION ANALYSIS
Regression with Panel Data
Regression with a Binary Dependent Variable
Instrumental Variables Regression
Experiments and Quasi-Experiments
Prediction with Many Regressors and Big Data

PART IV: REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA
Introduction to Time Series Regression and Forecasting
Estimation of Dynamic Causal Effects
Additional Topics in Time Series Regression

PART V: THE ECONOMIC THEORY OF REGRESSION ANALYSIS
The Theory of Linear Regression with One Regressor
The Theory of Multiple Regression