Theory and Practice of Econometrics
Spring 2012
Assignments
There are two kinds of assignments for this class: daily assignments that are done individually and submitted prior to each class session and weekly projects (usually) done in teams of two students and submitted (electronically) by 6am Tuesdays.
Daily assignments
- Due January 26: Proving a property of statistical summations
- Due January 27: Maximum-likelihood estimators
- Due January 30: Some basic Stata commands
- Due February 1: Simple regression in matrix form
- Due February 2: Interpreting a quadratic equation
- Due February 3: Interpreting Stata regressions
- Due February 6: Using the covariance matrix of coefficients
- Due February 8: Interpreting R2
- Due February 9: Choosing a functional form
- Due February 10: Multiple regression in matrix form
- Due February 13: Multiple regression assumptions
- Due February 15: Multiple regression tests: Part I
- Due February 16: Multiple regression tests: Part II
- Due February 17: Regression with linear coefficient restrictions
- Due February 20: Testing interaction terms
- Due February 22: Chow test
- Due February 23: Using dummies to explore functional form
- Due February 27: Heteroskedasticity
- Due February 29: Weighted least squares in matrix form
- No writeup, prepare for March 1: Midterm sample question (Data set: vote.dta)
- Due March 7: Lag operators
- Due March 8: AR(1) error terms and GLS
- Due March 9: Multipliers in an ARDL model
- Due March 19: Choosing a lag specification
- Due March 21: Method of moments and simultaneity bias
- Due March 22: IV regression
- Due March 23: Identification in simultaneous-equation models
- Due March 26: Testing instrument validity
- Due March 28: Seemingly unrelated regressions
- Due March 29: AR processes
- Due March 30: Polynomial roots
- Due April 2: Dickey-Fuller tests
- Due April 4: Cointegration
- Due April 5: Identification of VARs
- Due April 6: Vector error-correction models
- Due April 11: Using pooled data
- Due April 12: Panel-data estimation
- Due April 13: Random effects
- Due April 16: Binary dependent variables
- Due April 18: Interpreting probit regression output
- Due April 19: Multinomial and conditional logit models
- Due April 20: Ordered probit
- Due April 23: Tobit
Weekly econometric projects
Project Guidelines
Sample Project Report
Project #1, due Tuesday, February 7
Project #2, due Tuesday, February 14
Project #3, due Tuesday, February 21
Project #4, due Tuesday, February 28
Project #5, due Tuesday, March 27
Project #6, due Tuesday, April 3
Project #7: In-class debate on Monday, April 9
Project #8, due Tuesday, April 17