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Table of Contents

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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

PART FOUR: REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA

Chapter 14 Introduction to Time Series Regression and Forecasting

Chapter 15 Estimation of Dynamic Causal Effects

Chapter 16 Additional Topics in Time Series Regression

 

PART FIVE: THE ECONOMETRIC THEORY OF REGRESSION ANALYSIS

Chapter 17 The Theory of Linear Regression with One Regressor

Chapter 18 The Theory of Multiple Regression

 

Appendix: Statistical Tables

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