9780138009007

Introduction to Econometrics

by ;
  • ISBN13:

    9780138009007

  • ISBN10:

    0138009007

  • Edition: 3rd
  • Format: Hardcover
  • Copyright: 12/3/2010
  • Publisher: Prentice Hall
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Summary

KEY BENEFIT: Introduction to Econometrics connects modern theory and practice with engaging applications. KEY TOPICS: Economic Questions and Data; Review of Probability; Review of Statistics; Linear Regression with One Regressor; Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals; Linear Regression with Multiple Regressors; Hypothesis Tests and Confidence Intervals in Multiple Regression; Nonlinear Regression Functions; Assessing Studies Based on Multiple Regression; Regression with Panel Data; Regression with a Binary Dependent Variable; Instrumental Variables Regression; Experiments and Quasi-Experiments; Introduction to Time Series Regression and Forecasting; Estimation of Dynamic Causal Effects; Additional Topics in Time Series Regression; The Theory of Linear Regression with One Regressor; The Theory of Multiple Regression For anyone interested in understanding econometrics and its relevance in the real world.

Table of Contents


Part I. Introduction and Review  

Chapter 1. Economic Questions and Data
Chapter 2. Review of Probability
Chapter 3. Review of Statistics
Part II. Fundamentals of Regression Analysis  
Chapter 4. Linear Regression with One Regressor
Chapter 5. Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals  
Chapter 6. Linear Regression with Multiple Regressors  
Chapter 7. Hypothesis Tests and Confidence Intervals in Multiple Regression  
Chapter 8. Nonlinear Regression Functions  
Chapter 9. Assessing Studies Based on Multiple Regression  
Part III. Further Topics in Regression Analysis  
Chapter 10. Regression with Panel Data
Chapter 11. Regression with a Binary Dependent Variable  
Chapter 12. Instrumental Variables Regression  
Chapter 13. Experiments and Quasi-Experiments
Part IV. Regression Analysis of Economic Time Series Data  
Chapter 14. Introduction to Time Series Regression and Forecasting
Chapter 15. Estimation of Dynamic Causal Effects  
Chapter 16. Additional Topics in Time Series Regression
Part V. The Econometric Theory of Regression Analysis  
Chapter 17. The Theory of Linear Regression with One Regressor
Chapter 18. The Theory of Multiple Regression  

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