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Econometric Analysis, Global Edition William Greene

Econometric Analysis, Global Edition By William Greene

Econometric Analysis, Global Edition by William Greene


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Econometric Analysis, Global Edition Summary

Econometric Analysis, Global Edition by William Greene

For first-year graduate courses in Econometrics for Social Scientists.
Bridging the gap between social science studies and econometric analysis
Designed to bridge the gap between social science studies and field-econometrics, Econometric Analysis, 8th Edition, Global Edition, presents this ever-growing area at an accessible graduate level. The book first introduces students to basic techniques, a rich variety of models, and underlying theory that is easy to put into practice. It then presents students with a sufficient theoretical background to understand advanced techniques and to recognise new variants of established models. This focus, along with hundreds of worked numerical examples, ensures that students can apply the theory to real-world application and are prepared to be successful economists in the field.

Table of Contents

  • PART I. The Linear Regression Model
  • 1.Econometrics
  • 2. The Linear Regression Model
  • 3. Least Squares
  • 4. Estimating the Regression Model by Least Squares
  • 5. Hypothesis Tests and Model Selection
  • 6. Functional Form, Difference in Differences and Structural Change
  • 7. Nonlinear, Semiparametric and Nonparametric Regression Models
  • 8. Endogeneity and Instrumental Variable Estimation
  • PART II. Generalized Regression Model and Systems of Equations
  • 9. The Generalized Regression Model and Heteroscedasticity
  • 10. Systems of Regression Equations
  • 11. Models for Panel Data
  • PART III. Estimation Methodology
  • 12. Estimation Frameworks in Econometrics
  • 13. Minimum Distance Estimation and the Generalized Method of Moments
  • 14. Maximum Likelihood Estimation
  • 15. Simulation-Based Estimation and Inference and Random Parameter Models
  • 16. Bayesian Estimation and Inference
  • PART IV. Cross Sections, Panel Data and Microeconometrics
  • 17. Binary Outcomes and Discrete Choices
  • 18. Multinomial Choices and Event Counts
  • 19. Limited Dependent Variables, Truncation, Censoring and Sample Selection
  • PART V. Time Series and Macroeconometrics
  • 20. Serial Correlation
  • 21. Nonstationary Data
  • PART VI. Appendices
  • Appendix A: Matrix Algebra
  • Appendix B: Probability and Distribution Theory
  • Appendix C: Estimation and Inference
  • Appendix D: Large Sample Distribution Theory
  • Appendix E: Computation and Optimization
  • Appendix F: Data Sets Used In Applications

Additional information

NGR9781292231136
9781292231136
1292231130
Econometric Analysis, Global Edition by William Greene
New
Paperback
Pearson Education Limited
2020-01-06
1168
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a new book - be the first to read this copy. With untouched pages and a perfect binding, your brand new copy is ready to be opened for the first time

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