When you click the Amazon logo to the left of any citation and purchase the book (or other media) from Amazon.com, MIT OpenCourseWare will receive up to 10% of this purchase and any other purchases you make during that visit. This will not increase the cost of your purchase. Links provided are to the US Amazon site, but you can also support OCW through Amazon sites in other regions. Learn more. |
Readings are also listed by session.
Required Texts
Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001. ISBN: 0262232197.
Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002. ISBN: 0130661899.
Other Useful References
Econometrics. Journal of Political Economy articles.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000. ISBN: 0195111648.
Hayashi, F. Econometrics. Princeton, NJ: Princeton University Press, 2000. ISBN: 0691010188.
Peracchi, F. Econometrics. New York, NY: John Wiley and Sons, Ltd., 2001. ISBN: 0471987646.
Amemiya, T. Advanced Econometrics. Cambridge, MA: Harvard University Press, 1985. ISBN: 0674005600.
Mood, Alexander M., and Franklin A Graybill. Introduction to the Theory of Statistics. New York, NY: McGraw-Hill, 1974. ISBN: 0070428646.
Rao, C. R. Linear Statistics Inference (Advanced Statistics of Linear Models). 2nd ed. New York, NY: Wiley-Interscience, 2002. ISBN: 0471218758.
Griliches, Z., and Intriligator, M. Handbook of Econometrics. Vol. 1-3. Amsterdam, Holland; New York, NY: North-Holland, 1983. ISBN: 0444861882. (Handbook)
Berndt, E. R. The Practice of Econometrics. Reading, MA: Addison-Wesley, 1991. ISBN: 0201176289.
Goldberger, A. A Course in Econometrics. Cambridge, MA: Harvard University Press, 1991. ISBN: 0674175441.
Course readings.Week # | Topics | Readings |
---|
1 | Introduction: The Methods and Applications of Econometrics | Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, pp. 1-2. ISBN: 0195111648.
Griliches, Z., and Intriligator, M. Handbook of Econometrics. Vol. 1-3. Amsterdam, Holland; New York, NY: North-Holland, 1983, chapter 3. ISBN: 0444861882. (Handbook)
Koopmans, T. C. Three Essays on the State of Economic Science. New York, NY: McGraw-Hill, 1957, pp. 197-206. |
2-4 | Multiple Regression, the Linear Statistical Model, Tests of Hypothesis | Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapters 2-4 and 6-8. ISBN: 0130661899.
Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapter 4.1. ISBN: 0262232197.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapters 6, 8-9, 11, and 17.2. ISBN: 0195111648.
Rose, N. L. "Labor Rent Sharing and Regulation." Journal of Political Economy 95, no. 6 (1987): 146-1178. |
5 | Large Sample Statistical Theory: Consistency, Asymptotic Normality, and Efficiency | Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapters 3, 4.2.1, and 4.2.2. ISBN: 0262232197.
Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapters 5.1-5.3, 17.4-17.6, and Appendix D. ISBN: 0130661899.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapters 13.4, 15.2-15.5, and 17.3. ISBN: 0195111648.
White, H. Asymptotic Theory for Econometricians. Orlando, FL: Academic Press, 1984, chapters 2, 3, 4, and 5, pp. 29-36, 61-78, and 107-115. ISBN: 0127466509.
Newey, W. "Asymptotic Theory of Least Squares." Working Paper, Cambridge, MA: Massachusetts Institute of Technology. |
6 | Heteroskedasticity, Autocorrelation, and Robust Variance Estimation | Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapters 10.1-10.3, 11.1-11.2, and 12.1-12.5. ISBN: 0130661899.
Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapter 4.2.3. ISBN: 0262232197.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapters 18.2-18.4, and 19.2-19.5. ISBN: 0195111648.
White, H. "A Heteroskedasticity - Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity." Econometrica 48, no. 4 (May 1980): 817-838.
Newey, W., and West, K. "A Simple, Positive - Definitive Heteroskedasticity and Autocorrelation Consistent Covariance Matrix." Econometrica 55 (1987): 703-708. |
7 | Review | |
8-9 | Generalized Least Squares, Heteroskedasticity and Serial Correlation | Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapters 11.3, 11.4, 12, and 13. ISBN: 0262232197.
Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapters 10, 11, and 12. ISBN: 0130661899.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapters 18.5 and 19.6. ISBN: 0195111648.
Amemiya, T. Advanced Econometrics. Cambridge, MA: Harvard University Press, 1985, pp. 181-196 and 198-207. ISBN: 0674005600. |
10-11 | Nonorthogonality of Regressors and Errors: Correlation Between Regressors and Errors, Errors in Variables, Instrumental Variables and Specification Tests | Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapters 4.3, 4.4, 5, and 6.2. ISBN: 0262232197.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapter 20. ISBN: 0195111648.
Hausman, J. "Specification Tests in Econometrics." Econometrica 46, no. 6 (1978): 1251-1271.
Card, D. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems." Econometrica 69, no. 5 (2001): 1127-1160.
Griliches, Z., and M. Intriligator. Handbook of Econometrics. Vol. 1-3. Amsterdam, Holland; New York, NY: North-Holland, 1983, chapter 23. ISBN: 0444861882. (Handbook)
Griliches, Z. "Estimating the Returns to Schooling: Some Econometric Problems." Econometrica 45 (1977): 1-22. |
12 | Panel Data | Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapter 10. ISBN: 0262232197.
Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapter 13. ISBN: 0130661899.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapter 24. ISBN: 0195111648.
Hausman, J., and J. Taylor. "Panel Data and Unobservable Individual Effects." Econometrica 46 (1981).
Griliches, Z., and J. Hausman. "Errors in Variables in Panel Data." Journal of Econometrics 31 (1986): 98-118.
Amemiya, T. Advanced Econometrics. Cambridge, MA: Harvard University Press, 1985, pp. 207-218. ISBN: 0674005600.
Griliches, Z., and M. Intriligator. Handbook of Econometrics. Vol. 1-3. Amsterdam, Holland; New York, NY: North-Holland, 1983, chapter 22. ISBN: 0444861882. (Handbook) |
13-14 | Nonlinear Specifications, Limited Dependent Variables and Maximum Likelihood Estimation | Wooldridge, J. M. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press, 2001, chapters 15, 16, and 20. ISBN: 0262232197.
Greene, W. H. Econometric Analysis. 5th ed. Upper Saddle River, NJ: Prentice Hall, 1999, 2002, chapters 9, 21, and 22. ISBN: 0130661899.
Ruud, P. An Introduction to Classical Econometric Theory. New York, NY: Oxford University Press, 2000, chapter 27-28. ISBN: 0195111648.
Amemiya, T. Advanced Econometrics. Cambridge, MA: Harvard University Press, 1985, pp. 127-135, 141-146, and 105-127. ISBN: 0674005600.
Hausman, J. "Mismeasured Variables in Econometric Analysis: Problems from the Right and Problems from the Left." Journal of Economic Perspectives 54, no. 4 (2001): 57-67.
Hausman, J., F. Scott-Morton, and J. Abrevaya. "Misclassification of a Dependent Variable in Qualitative Response Models." Journal of Econometrics (1998).
Hausman, et al. "Econometric Models for Count Data with an Application to the Patents R&D Relationship." Econometrica 52 (1984).
Berndt, E. R. The Practice of Econometrics. Reading, MA: Addison-Wesley, 1991, chapter 11. ISBN: 0201176289. |
15 | Review | |