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Book Categories |
Ch. 1 | Introduction | 1 |
Ch. 2 | Basic Probability Theory | 9 |
Ch. 3 | Random Variables and Probability Distributions | 27 |
Ch. 4 | Mathematics of Expectations | 44 |
Ch. 5 | Multivariate Distributions | 56 |
Ch. 6 | Sampling and Sampling Distributions | 73 |
Ch. 7 | Estimation | 91 |
Ch. 8 | Interval Estimation and Hypothesis Testing | 104 |
Ch. 9 | Simple Linear Regression | 122 |
Ch. 10 | Inferences in Simple Linear Regression | 140 |
Ch. 11 | Multiple Regression | 158 |
Ch. 12 | Extending the Multiple Regression Model | 170 |
Ch. 13 | Specification Error, Multicollinearity, and Measurement Error | 186 |
Ch. 14 | Heteroskedasticity and Serial Correlation | 204 |
Ch. 15 | Simultaneous Equations | 220 |
Ch. 16 | Dummy Dependent Variable Models | 235 |
Ch. 17 | Analysis of Time Series Data | 245 |
Ch. 18 | Panel Data Models | 262 |
App. A | Review of Probability and Statistics | 275 |
App. B: Statistical Tables | 284 | |
Index | 293 |
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