Discussion
by Professor Throckmorton
for Time Series Econometrics
W&M ECON 408
Slides
0 Introduction (6 min)¶
You will need to find some time series papers in economics for the replication exercise and presentation at the end of the class.
1 Brain Storm (12 min)¶
What economic questions are you interested in?
Who or what is important to your question? e.g., households, government etc...
If you could observe any time series about them, what would you want to see?
Notes:
Share with group (6 min)¶
Share each other’s questions and discuss them briefly.
What is the motivation for your question?
Does your question reflect or represent any of your other interests/priorities?
Notes:
Share with class (6 min)¶
Let’s hear about some of your questions.
2 Research (12 min)¶
Goto Google Scholar and search for a paper that tries to answer you question. What did you find?
Briefly reading abstracts of a few papers, do you see a clear answer to your/their question(s)?
Are the answers/findings interesting to you?
Are these papers in good journals or have high citation counts? (>10 citations)
Tip: If you’re finding older work, I find it helpful to click the Cited by link below the result to see more recent work that might build on the original paper.
Notes:
Reflect with group (6 min)¶
Given your search results, do you think your question is popular or not?
Are you seeing a different way to ask your question? Or are you seeing different questions?
Now that you’ve seen some papers, discuss whether you want to change your question or keep it.
Notes:
Share with class (6 min)¶
Let’s hear about some of the papers you found.
3 Data (12 min)¶
Of the papers you read the abstracts of, are there any good time series plots? If so, what is being measured/reported? (If nothing is standing out, skim a couple more papers).
What is the source of that data? Is the source in the caption, a footnote, or appendix?
If you found the source, go to the corresponding website and see if the data is publicly avaible. If yes, how do you access it?
Notes:
Share with group (6 min)¶
Tell your group about your time series plot and data.
Decide as a group if you’re somewhat confident that you could reproduce the plots you found.
Discuss the plots: is the data stationary? does it have a trend? is it seasonal? do you see any possible structural breaks?
Notes:
Share with class (6 min)¶
Let’s hear about some of the data you found.