Sunday, June 3, 2018

Experimenting with ways to show the yield curve

An "area" graph:

Graph #1
It looks to me like the increases since mid-2016 are more parallel than not.

The skinny white vertical lines are not really lines. They are gaps in the daily data. I don't know why there are gaps; they're not "regular" enough to be mostly weekends. Anyway there are gaps in the data, and when FRED filled the area with color for the area graph, it kept the gaps as gaps.


This next graph uses the same daily data for the same time period, but shows it a different way.

Graph #2
The blue line here is the spread: the 10-year interest rate minus the Federal Funds interest rate. The red line is the Federal Finds rate, but with a minus sign to make it negative. So if you measure from the zero line up to the blue line, that's the size of the yield spread. And if you measure from the red line up to the blue line, that's the size of the 10-year interest rate. Plus, the red line lets you see when and how the Fed changed the Fed Funds rate. (But of course it has really been going up, not down.)

The changes in the red line are clearly visible in the blue. I had to hunt to find them, but they are there.

I like this way of showing the yield spread.


I want to use this "spread and negative fedfunds" comparison graph to look at the 1990s now. But, oh, apparently the daily data only goes back to the year 2000. So I switched to weekly data for this one:

Graph #3
The Fed Funds rate (red) is shown here a little below -7.5% in 1990; really it was around 8%. By 1993 it appears to be a little below -2.5%; really, around 3%. The FedFunds rate fell (moved toward the zero line) in those years. And the spread (blue) went up.

In 1994 and early 1995, on the graph FedFunds goes from below -2.5% to below -5% (really, it increased from around 3% to around 6%). As FedFunds rose, the spread fell; it reached zero in July 1995, five years before the start of the 1990-91 recession.

You can see the Fed reducing the FedFunds rate from 6% to 5% in late 1995 and early 1996; and you can see the spread rising up from zero in 1996.  Then in early 1997 you can see the FedFunds rate increase to about 5.5% and stay there for more than a year as the spread falls to zero again.

I won't bore you with every excruciating detail of this. But maybe you can tell why I like the graph: It really lets you see what happened with the policy rate and the yield spread.


And the relevant detail? The spread hit zero five years before a recession hit the economy.

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