Part I The Basic Regression Model. Chapter 1 An Overview of Regression Analysis. Chapter 2 Ordinary Least Squares. Chapter 3 Learning to Use Regression Analysis. Chapter 4 The Classical Model. Chapter 5 Hypothesis Testing -- Part II Violations of the Classical Assumptions. Chapter 6 Specification: Choosing the Independent Variables. Chapter 7 Specification: Choosing a Functional Form. Chapter 8 Multicollinearity. Chapter 9 Serial Correlation. Chapter 10 Heteroskedasticity. Chapter 11 A Regression User's Handbook -- Part III Extensions of the Basic Regression Model. Chapter 12 Time-Series Models. Chapter 13 Dummy Dependent Variable Techniques. Chapter 14 Simultaneous Equations. Chapter 15 Forecasting. Chapter 16 Statistical Principles. Appendix A Answers to Even-Numbered Exercises. Appendix B Statistical Tables.
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"A. H. Studenmund's practical introduction to econometrics combines single-equation linear regression analysis with real-world examples and exercises. Using Econometrics: A Practical Guide provides a thorough introduction to econometrics that avoids complex matrix algebra and calculus, making it the ideal text for the beginning econometrics student, the regression user looking for a refresher or the experienced practitioner seeking a convenient reference."--Jacket.