Prof. Bryan Caplanbcaplan@gmu.edu
This course will try to fulfill two goals. First, it will provide a thorough exposure to the economic applications of multiple regression techniques. Second, it will provide a necessarily cursory introduction to a broad variety of more advanced econometric techniques.
I assume familiarity with the basics of linear algebra and multivariate calculus. If your knowledge of these is "rusty," you will need to take extra effort to learn them on your own. You will also need to know how to use Windows on a PC.
The following texts are required. You may find it cheaper to order them online, from, for example, http://www.barnesandnoble.com.
Jack Johnston and John DiNardo, Econometric Methods (available in the book store or online)
Richard Herrnstein and Charles Murray, The Bell Curve (available online [and discounted at the B&N site!] and at all popular bookstores)
In addition, you must purchase a copy of Eviews; the best place to do so is surely online at http://www.eviews.com/general/prices.html. The price is $65 for the Student version; once you are sure you will be in the class, order it immediately. One or two computers at the Public Choice Center also have Eviews installed, but you cannot count on the availability of these machines.
Grading and Exams:
There will be one midterm and a final exam. The midterm counts for 30%; the final exam is 50%; homework counts for the remaining 20%. These weights are fixed - improvement on later exams will not retroactively raise your grades on earlier exams.
There is no formal grade for participation, but if you are one of the students who (in my judgment) contributes most to the quality of class discussion your grade will be raised if you are on the borderline.
There will be approximately six homework assignments during the semester. Depending upon how good a job you do, your homework will receive a check-plus (4 points), a check (3 points), or a check-minus (2 points) if you turn it in; otherwise you receive 0 points. Late homework loses one point. Late homework is no longer accepted after I pass out my suggested answers for a given assignment.
The best way to contact me is by email at email@example.com. Many questions and requests can be satisfied by going to my homepage at http://www.gmu.edu/departments/economics/bcaplan. I have two offices: the first is in 326 Enterprise Hall; the number there is 3-1124. I also have a second office at the Public Choice Center; the number there is 3-2324. My official office hours are MWF 1:30-2:30, but you can also schedule an appointment or just drop by and see if Iím available.
My proposed schedule for the semester follows; you will notice that it follows the textbook closely. If it proves too ambitious, I will try to simply say less about each topic rather than cut the topics for the final weeks.
Week 1-2: Relationships Between Two Variables
Johnston and DiNardo, chapter 1.
Weeks 3-4: The k-Variable Linear Equation
Johnston and DiNardo, chapter 3 (except 3.2 and 3.3).
Week 5: Specification Errors; Types and Transformations of Variables
Johnston and DiNardo, chapter 4.1; 2.1, 2.2, 4.6.
Week 6: Applications and Reflections, I
Bryan Caplan, "Has Leviathan Been Bound?" unpub. ms.
David Card and Alan Krueger, "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, v84 n4 September 1994, pp. 772-93.
Week 7: MIDTERM
Weeks 8-9: Estimation and Identification of Systems of Simultaneous Equations
Johnston and DiNardo, chapter 5.5, 9.4-9.6; skim: appendix 9.1, 5.4.1, 5.1-5.2, 10.1-10.4.
Week 10: Time Series, I: Basics
Johnston and DiNardo, chapter 7.1-7.3 (skim 7.3.4; skip parts on partial correlation coefficients), 6.1, 6.2.1, 6.3, 6.4, 6.6.1
Week 11: Time Series, II: Systems of Simultaneous Equations
Johnston and DiNardo, chapter 9.1, 9.2 (skip parts on nonstationary systems and cointegration), 12.1-12.2, 12.6, 12.8
Week 12: Discrete and Limited Dependent Variable Models
Johnston and DiNardo, chapter 13.1-13.6, 13.9-13.10.
Weeks 13-14: Applications and Reflections, II
Murray and Herrnstein, The Bell Curve, introduction to Part II; chapters 5-8, 14; appendices 4 and 6.
Bryan Caplan, "War as a Natural Macro Experiment: Did Fiscal Policy Ever Matter?"
Bordo, Michael, Choudhri, Ehsan U. and Schwartz, Anna J. "Could Stable Money Have Averted the Great Contraction?," Economic Inquiry, July 1995, pp. 484- 505.