Page 8 -

Brief Contents

PART ONE Introduction and Review

Chapter 1 Economic Questions and Data 47
Chapter 2 Review of Probability 60
Chapter 3 Review of Statistics 111

Part Two Fundamentals of Regression Analysis

Chapter 4 Linear Regression with One Regressor 155
Chapter 5 Regression with a Single Regressor: Hypothesis Tests and Confidence
Intervals 192
Chapter 6 Linear Regression with Multiple Regressors 228
Chapter 7 Hypothesis Tests and Confidence Intervals in Multiple Regression 263
Chapter 8 Nonlinear Regression Functions 302
Chapter 9 Assessing Studies Based on Multiple Regression 361

Part Three Further Topics in Regression Analysis

Chapter 10 Regression with Panel Data 396
Chapter 11 Regression with a Binary Dependent Variable 431
Chapter 12 Instrumental Variables Regression 470
Chapter 13 Experiments and Quasi-Experiments 521

Part Four Regression Analysis of Economic Time Series Data

Chapter 14 Introduction to Time Series Regression and Forecasting 568
Chapter 15 Estimation of Dynamic Causal Effects 635
Chapter 16 Additional Topics in Time Series Regression 684

Part Five The Econometric Theory of Regression Analysis

Chapter 17 The Theory of Linear Regression with One Regressor 722
Chapter 18 The Theory of Multiple Regression 751

7