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Authorized for public release by the FOMC Secretariat on 09/04/2018

BOARD OF GOVERNORS OF THE FEDERAL RESERVE SYSTEM
DIVISION OF RESEARCH AND STATISTICS

Date:

March 15, 2001

To:

Dave Stockton

From:

Tilda Horvath, Eileen Mauskopf, and John Williams

Subject:

FRB/US Estimates of R*

This memo reports preliminary estimates of the equilibrium real federal funds
rate (R*) based on the FRB/US model. Strong potential growth, an exuberant stock
market, and surprisingly strong private spending boosted the FRB/US-based estimate of
R* to about 4 percent at the beginning of this year. But, the recent and projected
declines in the equity valuations cause the FRB/US estimate of R* to fall to 3-1/2
percent by the middle of 2001, and it remains at about that level through the end of
2002.
We define the equilibrium real interest rate to be the real federal funds rate at
which real GDP equals potential, once the effects of past transitory disturbances have
dissipated. Only highly persistent disturbances to the economy should influence our
estimate of R*.ยน We use the FRB/US model to generate a time series for estimates of R*,
where each estimate is conditional on assumed values for a set of variables listed in Table
1. In computing the equilibrium real rate for period t, we hold these conditioning
variablesfixed at their period t values, computed according to the rules given in the third
column of the table. In particular, we hold capital and debt (government and net foreign
asset) stocks constant relative to trend nominal GDP because these variables tend to
adjust very gradually over time. (For this reason, an estimate of R* consistent with full

1. This definition is the same as in the Kalman filter-based estimates using a small macro
model reported earlier by Laubach-Williams. Note that R* is defined to be consistent with GDP
equaling potential, and not necessarily with constant inflation. For example, in the presence of
a persistent adverse supply shock, output may need to be held below potential for some time in

order to stabilize inflation.

Authorized for public release by the FOMC Secretariat on 09/04/2018
-2Table 1
Conditioning Variables for FRB/US-based Estimates of R*
Category

Variables

Rule

Fiscal policy

tax rates

1-year average

govt. spending

HP filter

Structural trends

GDP, labor prod.

FRB/US estimate

Foreign

trend GDP

HP filter

real exchange rate residual

HP filter

Aggregate price inflation

4-yr. ave. core PCE price inflation

relative prices

current level

equity premium

1-year average

bond premiums

4-year average

Equation residuals

nonfinancial

4-year average

Stocks

physical capital

current level (rel. to trend GDP)

government debt

current level (rel. to trend GDP)

net foreign assets

current level (rel. to trend GDP)

Nonfinancial prices

Asset prices

adjustment of stocks - a multi-decade process - may provide an inaccurate measure of
the R* relevant for monetary policy, an so a shorter-run concept is more appropriate for
our purposes.)
The solid line in the upper panel of Chart 1 shows the FRB/US-based estimates of
R*; the dashed line shows the actual real fed funds rate - measured as the nominal fed
funds rate less the four-quarter percent change in the core PCE price index. The lower
panel shows the difference between the actual real fed funds rate and the FRB/US
estimate of R*. The FRB/US-based estimates of R* vary from a low of below one
percent in 1994 to a peak of over 5 percent in the early 1970s; this range is similar to that
of the Laubach-Williams Kalman filter model and earlier work by Antulio Bomfim using
the FRB/US model. Chart 2 shows the contributions from several key conditioning
assumptions on the historical estimates of R*.

Authorized for public release by the FOMC Secretariat on 09/04/2018

Table 2
Estimates of a Time-varying R*
Model
FRB/US

History
GB Projection
1999 2000 2001 2002
4.0
4.2
3.6
3.5

Laubach-Williams - raw filter

3.5

3.9

3.3

2.9

(estimated. through 2002q4)
Laubach-Williams - smoothed

3.2

3.1

2.9

2.9

(estimated through 2002q4)

Table 2 provides a closer look at the FRB/US estimates both for the past two
years and for this year and next, treating the March Greenbook projection as data. The
FRB/US-based estimate of R* in 2000q4 is 4.0 percent (not shown); this figure
declines to about 3.5 percent by mid-2001 and remains at that level though the end of
2002. In 1999 and 2000, high trend GDP growth, a low equity premium, and the
persistent component of spending equation residuals all boost R*, while a strong dollar
and restrictive fiscal policy have the opposite effect. Going forward, the recent and
projected rise in the equity premium more than explains the decline in the FRB/US
estimate this year and next. For comparison, the Laubach-Williams random walk
estimate of R* is 3.9 percent based on data through 2000q4 - labeled "raw filter" in
Table 2 - and declines to about 3 percent by the end of 2002, based on the Greenbook
projections of the output gap and real interest rates.
A number of caveats apply to the FRB/US estimates. First, these results are still
preliminary; we are continuing to study and refine the methods used to estimate R*. In
particular, the estimates assume that debt and capital stocks are fixed; we are now
considering partial adjustment of stocks that may occur within the time frame of
monetary policy. Second, the estimates are naturally sensitive to assumptions regarding
the conditioning variables, especially, structural trends, asset prices, and filtered equation
residuals. Finally, the confidence bands, which we have not yet formally computed, are
likely to be quite wide.

Authorized for public release by the FOMC Secretariat on 09/04/2018

Chart 1
FRB/US-based Estimates of R*

- -

Real Federal Funds Rate

S FRBUS I

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

1988

1991

1994

1997

2000

Real Federal Funds Rate - FRB/US Estimate of R*
6
4
2
0
-2
-4

1970

1973

1976

1979

1982

1985

Authorized for public release by the FOMC Secretariat on 09/04/2018
-5-

Chart 2
Estimated Contributions to R* from Financial Conditions

S
- -

Equity premium (rel. to 190-99 average)
Trend real exchange rate residual (rel. to 1980-99 avera

/

1970

1973

1976

1979

1982

1985

1988

1991

1994

1997

2000

Estimated Contributions to R* from Real Conditions

S
- -

1970

1973

1976

1979

1982

1985

Trend GDP growth (rel. to 3 percent)
Trend Inflation (l. to 2 percent cor PCE price Inflon)
IS-block
equation residuals

1988

1991

1994

1997

2000