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Introduction.to.Econometrics.4E.GE.2020by James H. Stock and Mark W. Watson
Brief Contents
PART ONE
Introduction and Review
Chapter 1
Economic Questions and Data 43
Chapter 2
Review of Probability 55
Chapter 3
Review of Statistics 103
PART TWO
Fundamentals of Regression Analysis
Chapter 4
Linear Regression with One Regressor 143
Chapter 5
Regression with a Single Regressor: Hypothesis Tests
and Confidence Intervals 178
Chapter 6
Linear Regression with Multiple Regressors 211
Chapter 7
Hypothesis Tests and Confidence Intervals in Multiple Regression 247
Chapter 8
Nonlinear Regression Functions 277
Chapter 9
Assessing Studies Based on Multiple Regression 330
PART THREE
Further Topics in Regression Analysis
Chapter 10
Regression with Panel Data 361
Chapter 11
Regression with a Binary Dependent Variable 392
Chapter 12
Instrumental Variables Regression 427
Chapter 13
Experiments and Quasi-Experiments 474
Chapter 14
Prediction with Many Regressors and Big Data 514
PART FOUR
Regression Analysis of Economic Time Series Data
Chapter 15
Introduction to Time Series Regression and Forecasting 554
Chapter 16
Estimation of Dynamic Causal Effects 609
Chapter 17
Additional Topics in Time Series Regression 649
PART FIVE
Regression Analysis of Economic Time Series Data
Chapter 18
The Theory of Linear Regression with One Regressor 687
Chapter 19
The Theory of Multiple Regression 713
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