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Ghosts and Forecasts

James Bullard
President and CEO, FRB-St. Louis
CFA Society Chicago
Distinguished Speakers Series
16 January 2015
Chicago, Ill.
Any opinions expressed here are my own and do not necessarily reflect those of the Federal Open Market Committee.

Introduction

Macroeconomic forecasting on the FOMC
Federal Open Market Committee (FOMC) participants
regularly make forecasts.
 This time of year provides a good window to evaluate previous
forecasts to see what can be learned from them.

On what dimensions was the Committee right, and on what
dimensions wrong, in its forecasts for 2014?
What are the implications for forecasts and monetary policy
in 2015?

Fed forecasts
The Fed releases forecasts on real GDP growth, the
unemployment rate, inflation and the policy rate.
The forecasts are made by FOMC participants each quarter,
without attribution to individuals.
I will point out the St. Louis Fed’s forecasts as we consider
the range of forecasts of Committee participants in recent
years.

Main themes for today’s talk
The FOMC forecasts are special because the Committee also
decides on monetary policy for the U.S.
 We will treat FOMC forecasts as unconditional statements of
what will actually happen, but only after acknowledging this
difficulty.

The FOMC has been surprised in the same way two years in
a row.
The nature of this surprise pulls the Committee in two
different directions on monetary policy.

The Monetary Policy Assumption

The policy assumption clouds FOMC forecasts
When FOMC participants are asked to submit forecasts, it is
under an “appropriate monetary policy” assumption.
 What does this mean?

This aspect of the exercise clouds the meaning of these
Committee forecasts.
This is a long-standing problem with FOMC forecasts.

The Ghost of Christmas Future

© iStockphoto/duncan1890

The problem as explained by Dickens
Consider “A Christmas Carol” by Charles Dickens.
The Ghost of Christmas Future shows Scrooge a scary vision
of events to come, but only under Scrooge’s present-day
policy of cold-heartedness.
If Scrooge changes his policy today, then perhaps the vision
shown to him by the Ghost of Christmas Future will not
materialize.
In the story, Scrooge does change policy and his future
unfolds in a very different way.
Did the Ghost of Christmas Future make a “bad forecast”?

The Dickens problem for the FOMC
FOMC participants are like the Ghost of Christmas Future.
They must produce a vision of what is to come for the
economy, but under a monetary policy assumption.
• Should participants project possible outcomes under their own
policy assumption? If so, these participants might then predict
good outcomes.
• Or, should participants project possible outcomes under a policy
path likely to be chosen by the Committee, even if these
participants view a different policy as appropriate? These
participants might then predict less satisfactory outcomes.

Participants in fact use very different policy assumptions.
• There is currently no resolution to this problem.

The forecast assessment for today
Outside observers often simply treat the FOMC
prognostications as forecasts of what will actually happen.
That is how I will look at these forecasts today.
However, I will do so with your understanding that this is not
completely fair.
• For a technical discussion of this and related issues, see Martin
Ellison and Thomas J. Sargent, 2012, “A Defense of the FOMC,”
published in the International Economic Review, and my related
commentary, “Discussion of Ellison and Sargent,” at the
Workshop on Uncertainty Over the Business Cycle, Frankfurt,
Germany, 2009.

FOMC Forecast Assessment 2014

The data
We will consider the FOMC forecast ranges for three
variables: Real GDP growth, unemployment and inflation.
There is a “central tendency,” which omits the three highest
and three lowest projections.
The forecasts are the ones made in June for the following
January-December calendar year.
Full data for 2014 are not yet available, and we fill in using
private sector estimates.

The forecast record
The Committee often misses in the sense that the entire range
of forecasts is too high or too low.
In 2014, the FOMC was:
 about right on real GDP growth,
 too pessimistic on unemployment, and
 too sanguine that inflation would remain near target.

This is the same set of misses as in 2013.

Real GDP growth

Source: FRB Economic Projections of Federal Reserve Governors and Reserve Bank Presidents in the Monetary
Policy Report to the Congress from the previous July. The 2014-Q4 figure is the MA January 2015 forecast.

Remarks on real GDP growth
The central tendency of the Committee underestimated real
GDP growth slightly in 2013 and overestimated real GDP
growth in 2014.
 This leaves the level of real GDP approximately correct over
the two-year period.
 In this sense, the Committee has been about right recently.

The big misses for this variable were 2011 and 2012, as well
as during the recession years 2008 and 2009.
Bottom line: The growth forecast was about right for 2014.

Unemployment

Source: FRB Economic Projections of Federal Reserve Governors and Reserve Bank Presidents
in the Monetary Policy Report to the Congress from the previous July.

Remarks on unemployment
The Committee missed the large decline in unemployment in
2014, expecting less labor market improvement than was
observed.
For 2014, the St. Louis Fed had the second lowest estimate
for the end-of-year unemployment rate—we were at the low
end of the Committee range.
 Despite being optimistic for this variable, we were still too high
for 2014.

Bottom line: The FOMC was too pessimistic on labor market
improvement.

Private sector forecasts for unemployment
The private sector forecasting community has also been far
too pessimistic on unemployment.
The following chart shows forecasts for unemployment made
at the launch of QE3 in September 2012, and one year after
that, for the end-of-year unemployment rate in 2013 and
2014.
Both of these forecasts were too high by a full percentage
point or more.
Unemployment is one of two workhorse measures of labor
market performance (along with nonfarm payroll
employment).

Unemployment

Source: Bureau of Labor Statistics and Blue Chip Economic Indicators. Last observation: December 2014.

Headline inflation

Source: FRB Economic Projections of Federal Reserve Governors and Reserve Bank Presidents in the Monetary
Policy Report to the Congress from the previous July. The 2014-Q4 figure is the MA January 2015 forecast.

Remarks on inflation

The Committee overestimated inflation again in 2014, similar
to 2013.
The St. Louis Fed was, along with the entire Committee, too
high.
The pattern for core inflation (which excludes food and
energy) forecasts is similar.

Implications for Current Monetary Policy

Implications
The Committee has been surprised in the same direction for
two years in a row.
The surprise has the following form:
 Real GDP growth not too different from expectations.
 Labor markets stronger than expectations.
 Inflation lower than expectations.

This constellation of surprises pulls the Committee in
different directions with respect to monetary policy choices.

Better-than-expected real variables
In traditional central banking, when real macroeconomic
performance exceeds expectations, policymakers chart a
more aggressive course for interest rates.
The generally good real GDP growth, coupled with the sharp
and surprising improvement in labor markets, suggests
somewhat earlier and faster policy rate increases than would
otherwise be the case.
Has the Committee shifted market expectations toward an
earlier and higher path for the policy rate in response to this
surprise?
 Answer: No.

Market expectations of the policy rate path

Source: Bloomberg and author’s calculations. Last observation: January 13, 2014.

Inconsistency?
The Committee received better-than-expected news on the
real economy over the last two years, and yet adjusted policy
in the direction of maintaining low interest rates for a longer
time.
By itself, this suggests some inconsistency in recent
monetary policy decisions.
 In particular, an adjustment like this makes it hard for the
private sector to infer the Committee’s reaction function to
incoming data.
 Why didn’t the Committee adjust in the normal way to betterthan-expected news on the real economy?

Lower-than-expected inflation outcomes
However, there is another variable: Inflation.
The improvement in the real economy has not been
accompanied with upward movements in inflation so far.
 The level of inflation is not so low that it can alone justify a
policy rate of zero.*

Still, low inflation readings and declining inflation
expectations may indicate a loss of credibility for the
Committee’s 2 percent inflation target.
An important tenet of modern central banking is that a central
bank must protect its credibility with respect to its inflation
goal.
*See

J. Bullard, November 2014, Does Low Inflation Justify a Zero Policy Rate?, remarks delivered at
the St. Louis Regional Chamber Financial Forum, St. Louis, Mo.

Bottom line
The bottom line is that there have been positive surprises
relative to forecasts during 2013 and 2014 concerning the
labor market.
This normally would have led to a more aggressive plan for
the policy rate compared to expectations as of the summer of
2012.
Instead, market expectations for the policy rate have moved
in the opposite direction, raising questions about the nature of
the Committee’s reaction function to incoming data.
Surprisingly low inflation readings provide one possible
explanation for this development.

Summary

Summary
In a forecasting sense, the FOMC has been surprised in the
same way two years in a row.
The surprise has been that real GDP growth has been about
as expected, but labor markets have improved more rapidly
than expected, while inflation has remained low.
This type of surprise pulls the Committee in different
directions.
 Better real performance suggests a more aggressive rate policy.
 Lower-than-expected inflation outcomes weigh on the
credibility of the Committee’s inflation target, and suggest a
less aggressive rate policy.

Federal Reserve Bank of St. Louis
stlouisfed.org

Federal Reserve Economic Data (FRED)
research.stlouisfed.org/fred2/

James Bullard
research.stlouisfed.org/econ/bullard/