Graph #1 |
The jiggy, dull red line shows Real GDP growth (FRED's GDPC1 as Percent Change from Year Ago). The thinner, bright red line is the smoothed version. Again, quarterly data and a smoothing factor of 1600.
My objective here is to compare the general trends of RGDP Growth and Debt Service, so on the next graph I'm keeping the smoothed lines and omitting FRED's data series. To facilitate the comparison I'm using a data manipulation technique that I picked up from Lars Christensen.
I figured the series average for the smoothed Debt Service series, and subtracted the average from each value in that series. This centers the blue line at the zero level. I did the same for the smoothed RGDP series, so both series are centered at the zero level.
Next, I figured the standard deviation for each smoothed series. I divided the relocated RGDP values by the standard deviation of the RGDP, and multiplied them by the standard deviation of the Debt Service series. This makes the amplitude of the smoothed RGDP series similar to that of the smoothed Debt Service series.
Here is the result:
Graph #2 |
Graph #3: Household Debt Service Payments as a Percent of GDP |
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