Mishkin • Instructor’s Manual for The Economics of Money, Banking, and Financial Markets, Twelfth Edition 216
b. Based on your answer to part (a), calculate the average inflation rate since 2000 as
predicted by the quantity theory of money.
c. Next, find the data on the GDP deflator price index (GDPDEF), download the data using
the ‘Percent Change from Year Ago’ setting, and calculate the average inflation rate
since 2000:Q1. Comment on the value relative to your answer in part (b).
2. Go to the St. Louis Federal Reserve FRED database and find data on the budget deficit
(FYFSD), the amount of federal debt held by the public (FYGFDPUN), and the amount of
federal debt held by the Federal Reserve (FDHBFRBN). Convert the two “debt held” series
to “Annual” using the frequency setting. Download all three series into a spreadsheet. Make
sure that the rows of data align properly to the correct dates. Note that for the deficit series,
a negative number indicates a deficit; multiply the series by –1 so that a deficit is indicated
by a positive number. Manipulate the three series so that all data are given in terms of the
same units (either millions or billions of dollars). To do this, if a series is in millions and you
are converting it to billions, divide the series by 1000. Finally, for each year, convert the two
“debt held” series into one “changes in debt holdings by the public and the Federal
Reserve” series by calculating, for each year, the difference in bond holdings from the
preceding year.
a. Create a scatter plot showing the deficit on the horizontal axis and the change in bond
holdings by the public on the vertical axis, using the data from 1980 through the most
recent period of data available. Insert a fitted line into the scatter plot, and comment on
the relationship between the deficit and the change in public bond holdings.
b. Create a scatter plot showing the deficit on the horizontal axis and the change in bond
holdings by the Federal Reserve on the vertical axis, using the data from 1980 through
the most recent period of data available. Insert a fitted line into the scatter plot, and
comment on the relationship between the deficit and the change in Federal Reserve
bond holdings.
c. Now repeat part (b), but create separate scatterplots for the period of 1980 to 2007, and
2008 to the most recent year. Comment on how, if at all, the monetizing of the debt is
exhibited in the data. Do you think the relationship between the deficit and the change in
bond holdings of the Federal Reserve has changed since 2008? Why or why not?