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WHEN
THE FACTS CHANGE,
I CHANGE MY MODEL
What Do You Do?
by Paul L.
Kasriel
Senior Vice President & Director of Economic Research
The Northern Trust
Company
April 10, 2007
On March 22, I published a commentary
entitled “Recession Imminent? Both The LEI And The
KRWI Are Flashing Warning”. The LEI refers to the index of Leading
Economic Indicators published by the Conference Board. The KRWI (Kasriel
Recession Warning Indicator) is something I happened on in my
independent research.
In
that March 22 commentary, I wrote:
“The
LEI might be termed the ultimate Rodney Dangerfield of economic
statistics – it can’t get no respect. The LEI often is referred to
derisively by mainstream Wall Street economists as the index of Misleading
Indicators. I suppose that if there were an indicator that gave consistently
better advance warnings of the onset of recessions and recoveries
than one’s my “proprietary” GDP forecasting model, I would not
look kindly on this indicator either for fear of having my forecasting
job replaced by a Conference Board press release. And although I might publicly deride the LEI, I would privately incorporate it into my forecasts. Judging from how poorly
consensus economic forecasts consistently fail to anticipate cyclical
turning points, it looks as though many macroeconomic forecasters are
either ignorant of how well the LEI outperforms them or are just plain
stupid.”
I
must have hit a raw nerve because one economist, Michael Lewis,
president of Free Market Inc., penned a diatribe excoriating the LEI.
One of his major criticisms of the LEI is that it is a work in progress.
That is, over time, its components have changed. For example, in the
1980s, one of its components was an index of economically-sensitive
materials prices. In later years, the LEI was revamped, dropping this
price index and adding the spread between the Treasury 10-year bond
yield and the federal funds rate (long-short spread, or ‘the
spread’). So, this irate economist is quite correct – today’s LEI
is not your father’s LEI.
But
is that such a bad thing? According to legend, when John Maynard Keynes
was challenged about a change in his views on something economic, he
responded along the lines that when the facts warranted a change in
view, he changed his view. He then queried the rival: “What do you
do?” So, if the Conference Board thinks that it has come up with a
better “mousetrap,” should it keep using the less efficient one or
introduce the new one? Would a rational economist continue to use a
forecasting model that had become more error prone if he could tweak it
such that it better explained past data, realizing, of course, that
explaining past economic behavior is no guarantee that future behavior
will conform? But if one can’t explain the past behavior of the
economy, what confidence would anyone have in him to forecast future
behavior?
Mr.
Lewis appeals to authority in denigrating the LEI. That authority is
none other than Alan Greenspan. Mr. Lewis cites FOMC meeting transcripts
of 2000 when then Fed Chairman Greenspan, in the words of our irate
economist, “mocked the index’s use of revised/benchmarked data and
periodic major revamps.” I don’t know what the 2000 version of the
LEI was doing “real time” – evidently it must have been pointing
toward a recession or Greenspan would not have brought up the subject --
but I do know that the current version on a quarterly average basis had
gone from a year-over-year change of plus 4.1% in Q4:1999 to minus 0.6% in Q4:2000. I know that the peak in that business
expansion occurred in March 2001. I also know that the FOMC was biased
toward raising the fed funds rate through November 2000, did a 180 at
the December 10, 2000 meeting and, in a special telephone conference on
January 3, 2001, dropped the
fed funds rate by 50 basis points. Obviously, the slowdown in economic
growth in late 2000 caught Chairman Greenspan by surprise. Perhaps if he
had spent less time “mocking” the LEI and more time observing its
behavior, he would have cut the funds rate sooner and avoided the
recession of 2001. A reading of the August 21, 1990 FOMC transcript,
August being the month after that
business expansion had peaked and, therefore, the month the economy
entered a recession, has Chairman Greenspan stating “that those who
argue that we are already in a recession I think are reasonably certain
to be wrong…” Again, I don’t know what the 1990 version of the LEI
was doing, but the 2007 version of the LEI on a quarterly average basis
was down year-over-year starting in the second
quarter of 1989! Regardless of what the prior versions of the LEI
were signaling in 1990 or 2000, Greenspan was hardly prescient with
regard to the occurrence of recessions. So, he would not be the
authority to which I would be appealing to denigrate the LEI. We all try
to learn from our mistakes, perhaps even Alan Greenspan. To wit, a few
weeks ago, Greenspan put the odds of a recession occurring this year at
30%. Maybe Greenspan, instead of mocking the LEI today, is embracing it?
I
am not a shill for the Conference Board. I have tested the ten
components of the LEI for their leading indicator characteristics. I
have found that a number of them appear to be more akin to coincident
indicators than leading indicators. Of those components that do lead,
some lead more than others. I am not endorsing the Conference Board’s
weighting methodology. I realize full well that the LEI has evolved more
along empirical lines than theoretical ones, although some of its
components do have theoretical underpinnings. All I was saying is that
in its present form, the LEI has done a good job of foreshadowing past
recessions –considerably more than can be said for the consensus
forecasts of economists. As the irate economist points out, economic
cycles are like fingerprints – no two are alike (my words, not his).
Perhaps the LEI will give a false signal this time. But does Mr. Lewis
know this a priori? It is easy
to criticize something. But what does Mr. Lewis offer that is superior
to the LEI?
Mr.
Lewis seems obsessed with trashing one of the components of the LEI, the
long-short yield spread. Just because the spread has gone negative and
the economy presumably has not yet entered a recession is no reason to
ignore the primary message that was being sent by it – namely that
economic growth was likely to slow. In this current cycle, the spread
hit a high of 3.28 percentage points (328 basis points) on a
four-quarter moving average basis in Q2:2004. As of Q1:2007, the spread
had narrowed to minus 34 basis points. On a year-over-year basis, real
GDP growth peaked at 4.49% in Q2:2004 and has slowed to 2.3% in Q1:2007
based on the Blue Chip Survey consensus real GDP forecast for the first
quarter of this year. All of this can be seen in Chart 1. The narrowing
in the spread had been anticipating
slower real GDP growth – exactly what has occurred.
Chart 1

Don’t
trust the Commerce Department’s measurement of real GDP? What about
the ISM manufacturing new orders index? This index, when devoid of
seasonal adjustments, never
gets revised. Chart 2 shows a similar qualitative relationship between
the spread and the ISM manufacturing new orders index – that is, a
narrowing spread has anticipated slower growth in manufacturing
activity.
Chart 2

In
my March 22 commentary I mentioned, in addition to the LEI, another
indicator that had in the past been a reliable harbinger of recessions
and was currently on the verge of sending a recession signal. That
indicator, which I modestly referred to as the Kasriel Recession Warning
Indicator (KRWI) is simply, but not necessarily simplistically, the
combination of a negative spread between the Treasury 10-year yield and
the fed funds rate – the same spread that is a component of the LEI
– and the year-over-year contraction in the price-adjusted or real
monetary base. The monetary base consists of reserves created by the Fed
for the banking system and the coin and currency held by the public.
There are different variations of the monetary base. The variant I chose
is unadjusted – unadjusted for seasonal variation and unadjusted for
changes in bank reserve requirements. I like variables that do not get
revised such as the unadjusted monetary base and the spread. Now the
CPI, the price index I used to calculate the real monetary base
unfortunately does get revised. And, the CPI I used to calculate the
real monetary base in my March 22 commentary was not
a consistent series. So, in the interest of “purity,” I have
recalculated the real monetary base using what I believe to be a
consistent CPI series for the years 1967 through 2006. The series is the
CPI-U-X1 (published and maintained by Haver Analytics), which uses the
rental equivalence approach to housing costs throughout. Chart 3 shows
the real monetary base series using this consistent CPI-U-X1 series
along with the spread. The shaded areas are periods of recession as
designated by the NBER.
Chart 3

Remember,
the KRWI signals a recession when both
the year-over-year change in the quarterly average real monetary base is
negative and the four-quarter
moving average of the spread is negative. By using the consistent
CPI-U-X1 series, the year-over-year change in the real monetary base did
not go negative in the cycle leading up to the 1969-1970 recession until
Q1:1970. The peak of economic activity in that business cycle occurred,
according to the NBER, in December 1969. So, if you want to get picky,
the KRWI did not send a recession warning in that cycle until the
quarter in which the recession began.
The
LEI-hating economist probably also can come up with numerous reasons as
to why the KRWI is an irrelevant leading indicator of recessions. But
one criticism that he cannot
level against it is that today’s KRWI is different from the one that
predicted the 1975, the 1980, the 1990 and the 2001 recessions. The KRWI
is the same today as it was in 1967. Moreover, the KRWI is one of those
so rare examples of a situation where a “beautiful” theory is not
spoiled by some “ugly” facts. (For the theory and the facts
underlying the KRWI, see The Econtrarian, March 16,
2007, "The Inverted Yield Curve -- Is It Really Different This
Time?).
Now,
it certainly is possible that the LEI and the KRWI may issue a false
recession signal in the coming months. But I don’t think that whether
or not the economy slips into a recession this year is the most
important information either indicator provides. Rather, both indicators
signaled in advance that economic growth would slow significantly. My
below-consensus forecasts were guided by these “irrelevant”
indicators. Moreover, both indicators suggest that resurgence in
economic growth is not
imminent. If that is how economic events unfold, then the Fed’s next
change in the federal funds rate is more likely to be a cut than an
increase. Continued sluggish economic growth and a cut in the federal
funds rate would seem to have considerably different investment
implications than a rebound in growth and an increase in the federal
funds rate. I don’t know what Mr. Lewis had been forecasting or is now
forecasting. But given his vehement reaction to my March 22 commentary,
I suspect he was on the wrong side of the real GDP data published after
Q1:2006. Because I prefer weaker competition to stronger, I hope he
continues to ignore the LEI.
*Paul
Kasriel is the recipient of the 2006 Lawrence R. Klein Award for Blue
Chip Forecasting Accuracy

© 2007 Paul L. Kasriel
Editorial Archive
CONTACT
INFORMATION
Paul
L. Kasriel
Sr.
Vice President & Director of Economic Research
The Northern Trust Company
50 S. LaSalle Street
Chicago, IL USA
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