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Lecture Notes on Regression Analysis Paper | ECO 205, Papers of Introduction to Econometrics

Material Type: Paper; Professor: Foley; Class: Basic Econometrics; Subject: Economics; University: Davidson College; Term: Spring 2009;

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Basic Econometrics (Economics 205) Davidson College Jan – May 2008
Regression Analysis Paper
In this semester-long project, you will apply regression analysis, the most commonly used tool of
empirical economics, to a topic of your choice. The goal is to develop and estimate an econometric
model of the causal effect which an explanatory variable of interest has on a dependent variable,
controlling for relevant other factors.
The due dates and relative weights for the regression analysis paper (30% of course grade) are as follows:
Initial Proposal & Lit Review Monday, February 4, 09:00 0 points
Data Description Friday, March 14, 16:00 10 points
Intro & Lit Review Friday, March 14, 16:00 15 points
Model development & Predictions Friday, April 11, 16:00 15 points
Model estimation not to be formally turned in 10 points
Final paper Thursday, May 8, 17:00 50 points
Please submit your final paper by sending an email to me (mafoley@davidson.edu) with the subject line
“205 Final Paper userid.” There should be only one document attached to the email; the appendices
should not be in a separate document.
Model Estimation and Conclusion
This is intended to be a section of your final paper. Please write and format it accordingly. For
the final paper you should combine this part with the previous parts. Do not simply cut and
paste. Create a coherent overall paper, by following the “roadmap” you set up earlier, and
including appropriate transitional phrases from one section to the next.
In this section, you must:
1. Estimate the model and conduct the hypothesis tests you proposed
in the previous section. You may of course amend these for the
final paper.
2. Create a results table (or tables if necessary) like Table 8.3 (page
292), Table 10.1 (page 368), and Table 11.2 (page 403).
3. Discuss the table in detail. Take your cues from our textbook’s
discussions of results and from your literature review articles’
discussions of results. Keep your eye on the ball!
In the previous section, you developed specific hypotheses about
the signs of the variables’ marginal influences and/or elasticities.
Interpret the signs and values of the estimated marginal influences
and/or elasticities, which you will need to calculate , in the
appropriate context and compare them to those theoretical
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Basic Econometrics ( Economics 205) Davidson College Jan – May 2008

Regression Analysis Paper

In this semester-long project, you will apply regression analysis, the most commonly used tool of empirical economics, to a topic of your choice. The goal is to develop and estimate an econometric model of the causal effect which an explanatory variable of interest has on a dependent variable, controlling for relevant other factors. The due dates and relative weights for the regression analysis paper (30% of course grade) are as follows: Initial Proposal & Lit Review Monday, February 4, 09:00 0 points Data Description Friday, March 14, 16:00 10 points Intro & Lit Review Friday, March 14, 16:00 15 points Model development & Predictions Friday, April 11, 16:00 15 points Model estimation not to be formally turned in 10 points Final paper Thursday, May 8, 17:00 50 points Please submit your final paper by sending an email to me (mafoley@davidson.edu) with the subject line “205 Final Paper userid .” There should be only one document attached to the email; the appendices should not be in a separate document.

Model Estimation and Conclusion

This is intended to be a section of your final paper. Please write and format it accordingly. For

the final paper you should combine this part with the previous parts. Do not simply cut and

paste. Create a coherent overall paper, by following the “roadmap” you set up earlier, and

including appropriate transitional phrases from one section to the next.

In this section, you must:

1. Estimate the model and conduct the hypothesis tests you proposed

in the previous section. You may of course amend these for the

final paper.

2. Create a results table (or tables if necessary) like Table 8.3 (page

292), Table 10.1 (page 368), and Table 11.2 (page 403).

3. Discuss the table in detail. Take your cues from our textbook’s

discussions of results and from your literature review articles’

discussions of results. Keep your eye on the ball!

In the previous section, you developed specific hypotheses about

the signs of the variables’ marginal influences and/or elasticities.

Interpret the signs and values of the estimated marginal influences

and/or elasticities, which you will need to calculate , in the

appropriate context and compare them to those theoretical

Economics 205 Page 2 of 3

expectations. In particular, what is the average marginal effect for

your variable of interest?

4. Compare your results to the results in the peer-reviewed literature.

Explain the source of the differences. This can be done after

discussing all of your results and hypothesis tests, or embedded

within that discussion. You decide which works better for your

paper.

5. Write a conclusion. A good conclusion should stand on its own, so

that the reader does not need to refer back to the main body of the

paper. It should contain a restatement of your specific research

question, a description of your dataset (but not a list of all the

variables’ definitions), a description of your estimation method and

any internal validity issues (think “OWESS”), and a summary of your

main findings and how they differed or conformed to expectations

(comparing to previous literature as needed). It should not

introduce new material or arguments, except for a discussion of

future avenues for this line of research or to say what you would do

differently (if you were starting this project given what you now

know about econometric analysis).

STATA Appendix

Include your STATA do-file with appropriate white space and comments, and

a small enough font (change it to Courier please!) so that I can follow your

work. Also, please include your STATA log file, again formatted so it’s easily

readable. As with the labs, I do realize the log file has the do-file embedded

in it already, but I still want both in the appendix because sometimes it’s

easiest for me to look directly at your do-file.

Previous Literature Appendix

For the two most relevant papers in your literature review, please scan the

main regression results table -- the table you use for the comparisons above

-- into an Adobe PDF file. Then insert that into your overall Word document.

You can insert an “object” like this by choosing, on the Word menu bar,

Insert-Object-From file. Don’t forget to save your Word document in 1997-

2003 format.

Grading

This assignment is worth 10 points as indicated above (note that 2 of those are for having a complete cover page in the format indicated below). The penalty for late submission is 1 point off the whole paper per 24 hours (i.e., you start with a 99/100).