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Chapter 2 Review of Probability................................................................................................. 3
Chapter 3 Review of Statistics.................................................................................................. 14
Chapter 4 Linear Regression with One Regressor ...................................................................... 24
Chapter 5 Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals .......... 28
Chapter 6 Linear Regression with Multiple Regressors .............................................................. 33
Chapter 7 Hypothesis Tests and Confidence Intervals in Multiple Regression.............................. 37
Chapter 8 Nonlinear Regression Functions................................................................................ 41
Chapter 9 Assessing Studies Based on Multiple Regression ....................................................... 47
Chapter 10 Regression with Panel Data ...................................................................................... 50
Chapter 11 Regression with a Binary Dependent Variable............................................................ 52
Chapter 12 Instrumental Variables Regression ............................................................................ 57
Chapter 13 Experiments and Quasi-Experiments ......................................................................... 60
Chapter 14 Introduction to Time Series Regression and Forecasting ............................................. 64
Chapter 15 Estimation of Dynamic Causal Effects....................................................................... 68
Chapter 16 Additional Topics in Time Series Regression.............................................................72
Chapter 17 The Theory of Linear Regression with One Regressor ................................................77
Chapter 18 The Theory of Multiple Regression ...........................................................................87
PART 2: SOLUTIONS TO EMPIRICAL EXERCISES.................................................................... 106
Chapter 3 Review of Statistics................................................................................................108
Chapter 4 Linear Regression with One Regressor .......................................................................... 110
Chapter 5 Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals ........ 112
Chapter 6 Linear Regression with Multiple Regressors ................................................................. 114
Chapter 7 Hypothesis Tests and Confidence Intervals in Multiple Regression.............................. 117
Chapter 8 Nonlinear Regression Functions .................................................................................... 121
Chapter 9 Assessing Studies Based on Multiple Regression.......................................................... 132
Chapter 10 Regression with Panel Data............................................................................................ 140
Chapter 11 Regression with a Binary Dependent Variable ...............................................................144
Chapter 12 Instrumental Variables Regression .................................................................................150
Chapter 13 Experiments and Quasi-Experiments..............................................................................153
Chapter 14 Introduction to Time Series Regression and Forecasting ...............................................156
Chapter 15 Estimation of Dynamic Causal Effects ...........................................................................159
Chapter 16 Additional Topics in Time Series Regression.................................................................161
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