View original document

The full text on this page is automatically extracted from the file linked above and may contain errors and inconsistencies.

For release on delivery
3:30 p.m. EDT (12:30 p.m. PDT)
May 20,2004

Gradualism

Remarks by
Ben S. Bernanke
Member
Board of Governors of the Federal Reserve System
at an Economics Luncheon
Co-sponsored by the Federal Reserve Bank of San Francisco (Seattle Branch) and the
University of Washington
Seattle, Washington
May 20,2004

As a general rule, the Federal Reserve tends to adjust interest rates incrementally,
in a series of small or moderate steps in the same direction. Between January 2001 and
June 2003, for example, the Fed reduced its policy rate, the federal funds rate, a total of
550 basis points in thirteen separate actions. Four of the actions were reductions of25
basis points in the policy rate, and nine were reductions of 50 basis points. Moreover, the
easing cycle that began in 2001 probably represented a more rapid adjustment than
normal for the Fed--for good reason, I think, as I will discuss later. The easing that
spanned the 1990-91 recession and subsequent recovery is a better example of how
drawn out the process of adjusting rates can be. That episode lasted for more than three
years, from June 1989 to September 1992, and involved twenty-four policy actions that
cumulated to a total reduction of 675 basis points in the funds rate. Of these twenty-four
actions, twenty-one were rate cuts of 25 basis points, and three were cuts of 50 basis
points.
Gradual adjustment tends to characterize periods of rate increases as well as
periods of decreases. Even the policy tightening that occurred during 1994-95, though
distinctly more rapid than most episodes of rate adjustment, involved seven steps over a
period of twelve months, with an ultimate increase in the policy rate of300 basis points.
Of these increases in the policy rate, three were of 25 basis points, three were of 50 basis
points, and one was an unusually large 75 basis points. More recently, the eleven-month
tightening cycle that began in June 1999 involved five increases of 25 basis points and
one of 50 basis points. Researchers have documented that the Federal Reserve is not
unique in its tendency to adjust the policy rate in a long sequence of steps in one
direction: Central banks in most other industrial countries generally behave in a similar

-2manner (Lowe and Ellis, 1998; Goodhart, 1999; Srour, 200 1). This relatively slow
adjustment of the policy rate has been referred to variously as interest-rate smoothing,
partial adjustment, and monetary policy inertia. In today's talk I will use the term
"gradualism. "
An alternative to gradual policy adjustment is what an engineer might call a bangbang solution, or what I will refer to today as the "cold turkey" approach. Under a cold
turkey strategy, at each policy meeting the Federal Open Market Committee (FOMC)
would make its best guess about where it ultimately wants the funds rate to be and would
move to that rate in a single step. In the abstract, the cold turkey approach is not without
appeal: If you think you know where you want to end up (or are at least are willing to
make your best guess), why not just go there directly in one step rather than drawing out
the process?
As I have already suggested, however, in practice the FOMC seems to take a
gradualist approach. Why should this be the case? Are there times when other
approaches, such as cold turkey, might be more appropriate? In my remarks I will briefly
address these questions. As always, I emphasize that my colleagues in the Federal
Reserve System do not necessarily share the views I will express today.'
Gradualism and Policymaker Uncertainty
Several arguments have been made for the desirability of a gradualist approach to
monetary policy. Today I will focus on three of these: (1) Policymakers' uncertainty
about the economy should lead to more gradual adjustment of the policy rate; (2)
gradualism in adjusting the policy rate affords policymakers greater influence over the

I

I thank members of the Board staff for useful comments and assistance.

-3long-term interest rates that most affect the economy; and (3) gradualism reduces risks to
financial stability. I will begin by discussing the implications of uncertainty for policy
choices and then consider the other two arguments for gradualism. I will conclude by
briefly revisiting the empirical case for gradualism and then discussing some implications
for current policy.
Many central bankers and researchers have pointed to the pervasive uncertainty
associated with analyzing and forecasting the economy as a reason for central bank
caution in adjusting policy. Because policymakers cannot be sure about the underlying
structure of the economy or the effects that their actions will have on economic
outcomes, and because new information about the economic situation arrives continually,
the case for policymakers to move slowly and cautiously when changing rates seems
intuitive.
In a classic article published in 1967, William Brainard of Yale University
showed in the context of a simple economic model why this intuition might make sense.
Specifically, Brainard showed that when policymakers are unsure of the impact that their
policy actions will have on the economy, it may be appropriate for them to adjust policy
more cautiously and in smaller steps than they would if they had precise knowledge of
the effects of their actions.
An analogy may help to clarify the logic behind Brainard's argument. Imagine
that you are playing in a miniature golf tournament and are leading on the final hole. You
expect to win the tournament so long as you can finish the hole in a moderate number of
strokes. However, for reasons I won't try to explain, you find yourself playing with an

-4-

unfamiliar putter and hence are uncertain about how far a stroke of given force will send
the ball. How should you play to maximize your chances of winning the tournament?
Some reflection should convince you that the best strategy in this situation is to be
conservative. In particular, your uncertainty about the response of the ball to your putter
implies that you should strike the ball less firmly than you would if you knew precisely
how the ball would react to the unfamiliar putter. This conservative approach may well
lead your first shot to lie short of the hole. However, this cost is offset by the important
benefit of guarding against the risk that the putter is livelier than you expect, so lively
that your normal stroke could send the ball well past the cup. Since you expect to win the
tournament if you avoid a disastrously bad shot, you approach the hole in a series of short
putts (what golf aficionados tell me are called lagged putts). Gradualism in action!
In a policy context, the analogous situation is one in which policymakers hope to
guide the economy in a particular direction but fear overshooting, either to the
inflationary upside or the recessionary downside. Overshooting the objective of stable,
non-inflationary growth is perceived as costly by policymakers because overshooting
creates unnecessary volatility in the economy and delays the achievement of
macroeconomic stability. Like the golfer with the unfamiliar putter, monetary
policymakers are far from certain about the impact that a policy change of a given size
will have on the economy, as already noted. Given this uncertainty, the Brainard
argument suggests a gradual approach to policy adjustment. In contrast, by applying the
stronger policy impetus that may be called for by the cold turkey approach, policymakers
might inadvertently drive the economy away from its desired path, increasing economic
volatility.

-5-

Brainard's argument relies on a specific form of uncertainty, namely,
policymakers' uncertainty about the effects of their actions on the economy, but other
types of uncertainty may also provide a rationale for policy gradualism. For example,
because economic data can be quite noisy, policymakers must inevitably operate with
imperfect knowledge about the current state of the economy. Generally, all else being
equal, the noisier the economic data, the less aggressive policymakers should be in
responding to newly arriving information (Orphanides, 2003). A cold-turkey approach,
by contrast, carries the risk that policymakers will take strong action in response to
information that may later be revealed to have been seriously inaccurate.
Another potential advantage of gradualism is that, by taking small steps,
policymakers give themselves the opportunity to assess the effects of their actions and
perhaps to refine their views on how large a policy change will ultimately be needed
(Sack, 1998). In terms of the golf analogy, by taking a few strokes of moderate firmness
one may learn more about the elasticity of the unfamiliar putter and thereby improve the
accuracy of subsequent shots. A related benefit of the strategy of taking a small step and
then reassessing the situation is that it allows policymakers to avoid excessive reliance on
unobservable constructs, such as potential output or the neutral federal funds rate
(Orphanides, Porter, Reifschneider, Tetlow, and Finan, 2000; Orphanides and Williams,
2002). In contrast, because they need to determine the optimal policy setting before each
action, policymakers following the cold turkey approach may need to rely heavily on
estimates of such concepts.
Although the idea that uncertainty should induce policy caution seems plausible,
research since Brainard's original contribution has shown that this conclusion is not a

-6-

general principle but depends instead on the type of uncertainty facing policymakers. A
simple variant of the miniature golf analogy can illustrate one important case in which the
Brainard intuition fails. Suppose that the hole lies on an elevated plateau, so that your
putt must be strong enough to make it up the hill and onto the flat area that holds the cup.
If the ball does not make it up the hill, it will roll backward and out of bounds. In this
case, if you are using an unfamiliar putter, your best strategy is to hit the ball harder than
otherwise, not more softly. Because you don't know how far the putter will send the ball,
you want to be sure that you do not inadvertently putt too softly and end up out of
bounds. Compared with our initial example, the key difference in this case is that
undershooting the objective imposes an especially high cost. Likewise, in an economic
context, a high cost of undershooting the objective leads the optimal policy to be more
aggressive and less gradualist, all else being equal.
The interaction of uncertainty and concerns about undershooting may well have
affected Fed policy during the easing cycle that began in 2001. During that cycle, the
FOMC faced a worrisome trend of disinflation, a trend that if left unchecked might have
brought the economy close to the zone of falling prices, or deflation. The FOMC had two
options during that episode: gradual easing, which some observers advocated as a way of
saving the remaining "interest rate ammunition"; or a more preemptive approach, to try to
nip in the bud any further decline of inflation toward the deflation boundary. In this
particular episode, the risk of doing too little appeared to exceed the risk of doing too
much, and the FOMC undertook a relatively aggressive strategy of rate cuts, as I
mentioned in the introduction. Similar considerations presumably played a role during
the 1994-95 tightening cycle, when concerns that inflation might rise significantly

-7-

induced a relatively more rapid tightening. Indeed, interesting research by Ulf
Soderstrom (2002) has shown that uncertainty about the persistence of inflation should
induce more aggressive policies. For example, ifpolicymakers are worried that inflation
may be difficult to control once it is "out of the bottle," so to speak, a more preemptive
approach to controlling inflation may be justified.
Although we can draw no general conclusions about the effects of policymakers'
uncertainty on the pace of policy adjustment, empirical studies and simulations of
realistic economic models suggest that, normally, relatively gradual policy adjustment
produces better results in an uncertain economic environment (Sack, 1998, 2000;
Rudebusch, 2001; Soderstrom, 2002; Orphanides, 2003). In practice, then, a desire on
the part of policymakers to be conservative in the face of many different forms of
uncertainty is probably an important reason for gradualism in monetary policy.
Gradualism and the Determination of Long-term Interest Rates

A rather different, but nevertheless complementary, argument for gradualism
builds on the observation that private-sector expectations playa crucial role in the
determination of long-term interest rates and other asset prices and yields. Specifically,
by leading market participants to anticipate that changes in the policy rate will be
followed by further changes in the same direction, policy gradualism may increase the
ability of the Fed to affect long-term rates and thus influence economic behavior.
Informal discussions of monetary policy sometimes refer to the Fed as "setting
interest rates." In fact, the FOMe does not set interest rates in general; rather, the

-8-

Committee "sets" one specific interest rate, the federal funds rate. 2 The federal funds
rate, the interest rate at which commercial banks borrow and lend to each other on a
short-term basis (usually overnight) is not important in itself. Only a tiny fraction of
aggregate borrowing and lending is done at that rate. From a macroeconomic
perspective, longer-term interest rates--such as home mortgage rates, corporate bond
rates, and the rates on Treasury notes and bonds--are far more significant than the funds
rate, because those rates are the most relevant to the spending and investment decisions
made by households and businesses. These longer-term rates are determined not by the
Fed but by participants in deep and sophisticated global financial markets.
Although the FOMC cannot directly determine long-term interest rates, it can
exert significant influence over those rates through its control of current and future values
of the federal funds rate. The crucial link between the federal funds rate and longer-term
interest rates is the formation of private-sector expectations about future monetary policy
actions. Loosely speaking, long-term interest rates embody the expectations of financialmarket participants about the likely future path of short-term rates, which in tum are
closely tied to expectations about the federal funds rate. Thus, to influence long-term
interest rates, such as thirty-year mortgage rates or the yields on corporate bonds, the
FOMC must influence private-sector expectations about future values ofthe federal funds
rate. The Committee can do this by its communication policies, by establishing certain
patterns of behavior, or both. I will focus here on the effect on expectations of the
FOMC's patterns of behavior, of which gradualism is an example.

Even this statement is not quite accurate. The Fed does not set the federal funds rate in
an administrative sense but only controls it indirectly by varying the supply of bank
reserves.

2

-9Suppose the FOMC decided at a given meeting to raise the federal funds rate 25
basis points. What effect would that action likely have on mortgage rates and other
longer-term interest rates that the Committee would like to influence? This question can
be answered only if we know the effect of the action on market expectations about the
future course of short-term rates. To take an extreme and unrealistic example, if the
FOMC had established a reputation for reversing any changes made in the funds rate at
the subsequent meeting, an increase in the funds rate today would not affect market
expectations of future values of the rate (beyond one meeting). In this example, the
FOMC's action would have essentially no effect on long-term interest rates.
How can the FOMC ensure that its policy actions feed into longer-term rates and
thus influence the economy? An interesting result, noted in an early paper by Marvin
Goodfriend (1991) of the Federal Reserve Bank of Richmond and developed more
formally by my Princeton colleague Michael Woodford (2000, 2003), is that gradualist
policies may allow the Fed to gain greater influence over long-term interest rates. 3 The
reason is the effect of past episodes of gradualist behavior on market expectations. In a
gradualist regime, an increase in the federal funds rate not only raises current short-term
rates but also signals to the market that rates are likely to continue to rise for some time.
Because they reflect the whole path of expected future short-term rates, under a gradualist
regime long-term rates such as mortgage rates tend to be relatively sensitive to changes in
the federal funds rate. Thus, gradualism helps to ensure that the FOMC will have an
effective lever over economic activity and inflation.

3 See Amato and Laubach (1999) for further discussion. These authors use simulations of
a small macroeconomic model to show that gradualism can improve the Fed's ability to
affect long-term rates and thus stabilize the economy.

-10-

Of course, gradualism is not the only approach that might be used to try to
increase the FOMC's influence on long-term rates. Cold turkey policies would also
likely lead to a strong response of long-term rates to changes in the funds rate, because
under this approach changes in the funds rate could be presumed to be long lasting.
However, theoretical analyses have tended to show that, in models in which financialmarket participants are assumed to be forward-looking, optimal monetary policies
generally involve some degree of gradualism (Woodford, 2000, 2003). One advantage of
the gradualist approach in this context is that it can provide a powerful lever on long-term
rates with relatively modest volatility in short-term rates. Less variable short-term rates
reduce the risk that the policy rate will hit the zero lower bound on interest rates; they
may also reduce stress in the financial system, as I will discuss shortly. More subtly,
Woodford (2000) has also shown in theoretical models that purely forward-looking
policies such as the cold turkey approach may not be consistent with the existence of a
rational expectations equilibrium in the economy. In practical terms, Woodford's result
suggests that such policies may lead to excessive volatility in expectations and hence in
financial markets.
The fact that market expectations are key in determining long-term yields has an
important implication, which is that the current level of the federal funds rate provides
only partial information about overall monetary and financial conditions. In particular, a
given setting of the funds rate may be consistent with a range of monetary conditions,
depending on the direction and pace of future expected changes in the policy rate. For
example, monetary conditions in the United States have recently tightened noticeably,
even though the funds rate has remained unchanged for some time at 1 percent--a

-11consequence of the expectations about future rates engendered in the financial markets. I
will return to this point in my concluding remarks.
Gradualism and Financial Stability
A third explanation of gradualism is that a slower adjustment of policy rates
enhances financial stability. For example, some researchers have argued that gradual
adjustment of short-term rates gives commercial banks more time to adjust to changes in
the costs of short-term funding and thereby increases the stability of bank profits
(Cukielman, 1991). Slow adjustment of short-term rates may reduce financial stress for
other economic actors as well--for example, households with adjustable-rate mortgages
and businesses with heavy needs for short-term financing.
A variant of the financial stability argument is that the Fed chooses to move
interest rates gradually to minimize the risk of "shocking" the bond market. According to
this argument, sharp changes in the policy rate risk creating large capital gains and losses
for bondholders, which increase market volatility and pose risks for banks and other
financial institutions that hold bonds. Because the Fed has a broad responsibility to
maintain orderly and well-functioning financial markets, the argument goes, the central
bank will avoid policies that create unnecessary financial stress, all else being equal.
I suspect that this second variant of the financial-stability argument has some
merit, but the case is not as straightforward as it may seem at first. A problem with the
argument is that policy gradualism does not necessarily insulate bondholders from capital
gains and losses. Indeed, we have just seen that, under a gradualist approach, a small
change in the policy rate may have a relatively large effect on longer-term rates, because
of its implications for private-sector expectations about the future path of short-term

-12rates. Large movements in long-term rates translate, of course, into wide swings in bond
prices and thus potentially large capital gains and losses.
To the extent that the FOMe is concerned about stabilizing the bond market, the
key is not necessarily keeping changes in the policy rate small but in making policy
changes as easy to forecast as possible. Of course, complete predictability of policy
cannot be achieved because the FaMe must react to incoming information in order to
achieve its macroeconomic objectives. However, the FOMe can attempt to minimize
bond-market stress in at least two ways: first, through transparency, that is, by providing
as much information as possible about the economic outlook and the factors that the
FOMe is likely to take into account in its decisions; and second, by adopting regular and
easily understood policy strategies. In the latter respect, gradualism may be helpful to
some degree, because it establishes a relatively forecastable pattern of adjustment by the
central bank. By varying the pace of policy adjustment, the FOMe may also be able to
provide additional signals to bond markets about its views and intentions.

Is the Fed Really Gradualist?
In my remarks today I have taken as self-evident that the FaMe conducts
monetary policy by gradualist principles and have focused on reasons that gradualist
policies may help to promote the Federal Reserve's objectives. Although theory and
empirical analysis generally suggest that the Fed should be gradualist, not everyone
agrees, as an empirical matter, that the Fed actually has been gradualist in its policies.
The alternative view, most closely associated with Glenn Rudebusch of the
Federal Reserve Bank of San Francisco, is that slow adjustment is not an intrinsic feature
of Fed behavior (Rudebusch, 2001, 2002; Lansing, 2002). Rather, Rudebusch has

-13-

argued, in practice the FOMC responds relatively promptly to changes in the economy.
The reason that monetary policy appears to adjust gradually, according to Rudebusch, is
that the economy itself evolves slowly, which in tum leads policy to change slowly as
well. To illustrate, suppose that the FOMC did not adjust policy gradually but set the
federal funds rate at each meeting precisely as needed to offset the effects of shocks to
the economy. Suppose also that shocks to the economy tend to die away slowly or that
the economy's adjustment mechanisms lead it to respond only gradually to disturbances.
In this scenario, observed interest rates would appear to be adjusting slowly, but in reality
the apparent gradualism would reflect only the slow adjustment of the underlying
economy that the Fed is trying to influence. To support his view, Rudebusch has
presented evidence that longer-term rates respond to changes in the funds rate less than
they would if the FOMC were intent on pursuing a gradualist approach.
Distinguishing "true" gradualist policies from policies that respond to gradual
changes in the economic environment is difficult, as the two hypotheses imply similar
behavior by policymakers. However, recent studies that have taken up Rudebusch's
challenge have generally found that both an intrinsically gradualist approach to policy
and gradual changes in the underlying economic environment are needed to explain the
historical patterns of U.S. monetary policy (English, Nelson, and Sack, 2003; GerlachKristen,2004). If correct, these more-recent studies confirm that gradualism is an
accurate description of actual Fed behavior as well as a normative prescription of
economic theory. Clearly, though, the extent to which the Fed has pursued gradualism
over its history remains an interesting question for further research.

-14-

Conclusion

In my talk I discussed three sets of reasons for gradualist policies: policymaker
uncertainty, improved control of long-term interest rates, and the reduction of financial
stress. The debate about the sources of gradualism is ongoing and I cannot hope to
render a definitive verdict today on the relative merits of these rationales. My sense,
though, is that policymakers' caution in the face of many forms of uncertainty and their
desire to make policy as predictable as possible both contribute to the gradualist behavior
we seem to observe in practice.
I will close by briefly discussing some implications of the gradualist approach for
current monetary policy. Before doing so, I remind you once again that the views I
express are my responsibility alone.
As you know, in reaction to gathering economic momentum and an apparent
stabilization in inflation, the FOMC at its May 4 meeting characterized the risks to both
sustainable growth and inflation as being roughly in balance. The Committee's statement
ended with the following sentence: "At this juncture, with inflation low and resource use
slack, the Committee believes that policy accommodation can be removed at a pace that
is likely to be measured."
As a number of FOMC members have noted in public forums, the federal funds
rate's current setting of 1 percent (which implies a negative real funds rate) cannot be
sustained in a growing economy and eventually will have to be normalized. The
Committee's statement suggests that, based on current information, it appears likely that
this normalization can proceed gradually. As I have discussed today, given the highly
uncertain environment in which policy operates, a gradual adjustment of rates has the

-15advantage of allowing the FOMe to monitor the evolution of the economy and the effects
of its policy actions, making adjustments along the way as needed. On the margin, a
more gradual process may also help ease the transition to higher rates for participants in
money markets and bond markets, as well as for households, banks, and firms.
In my own view, economic developments over the next year are reasonably likely
to be consistent with a gradual adjustment of policy. It is true that the inflation rate rose
in the first quarter, a point to which I will return in a moment. However, policy involves
lags and thus must of necessity be based on forecasts. As we look ahead, core inflation
appears likely to remain in the zone of price stability during the remainder of 2004 and
into 2005. Although slack utilization of resources, which moderates wage and price
pressures, is an important reason that inflation is likely to remain subdued, my forecast of
controlled inflation is based on more than output gap arguments. Other factors likely to
keep inflation at modest levels include continuing rapid gains in productivity, which have
kept growth of unit labor costs at a very low level; unusually high price-cost margins in
industry, which provide scope for firms to absorb future cost increases without raising
prices; globalization and intensified competition in product markets; and the recent
strengthening of the dollar. There are also indications that commodity prices, with the
important exception of energy prices, may be peaking. Long-term inflation expectations
also appear well contained, although inflation expectations over shorter horizons have
risen, perhaps partly in reaction to the rise in energy costs.
Not everyone agrees with my relatively sanguine inflation forecast; indeed, some
observers have questioned whether the current low level of the federal funds rate is not

-16already excessively stimulative in light of the gathering recovery and the recent inflation
data. I would like to make two observations.
First, I do agree that the flare-up in inflation in the first quarter is a matter for
concern, and that the inflation data bear close watching. Should the rise in inflation show
signs of persisting, I am confident that the Federal Open Market Committee will adjust
policy as necessary to preserve price stability. As the qualified and probabilistic
language of the FOMC's statement makes clear, the likelihood that the pace of rate
normalization will be "measured" represents a forecast about the future evolution of
policy, not an unconditional commitment on the part of the Committee. Although I
expect policy to follow the usual gradualist pattern, the pace of tightening will of
necessity respond to evolving economic conditions, particularly the strength ofthe
ongoing recovery in the labor market and developments on the inflation front.
Second, however, concerns that that monetary policy is "behind the curve" may
not fully take into account a point I made earlier, that the level of the federal funds rate
by itself does not fully describe broad monetary conditions. A given level of the funds
rate can be consistent with easing or tightening monetary conditions, depending on
market expectations about future short-term rates. In part because of the FOMC's
communication strategy, which has linked future rate changes to the levels of inflation
and resource utilization, and in part because of the gradualist policies that the FOMC has
pursued in the past, markets have responded to recent data on payrolls, spending, and
inflation by bringing forward a considerable amount of future policy tightening into
current financial conditions. Notably, in the past few months, long-term interest rates
have risen 100 basis points or more, equity markets have been subdued despite robust

-17-

earnings reports, and the dollar has strengthened. These developments--the sort of "frontloading" of monetary tightening predicted by our analysis of gradualism--will reduce the
financial impetus being provided to the economy and thus provide some check to nascent
inflationary pressures.
In short, the low level of the federal funds rate not withstanding, broad monetary
conditions have already begun to normalize, a development that should tend to limit
future inflation risks. Of course, at some point the FOMe will have to validate the
general expectation of rising short-term rates; expectations management is not an
independent tool of monetary policy. The good news is that, because of the impact of
private-sector expectations about policy on current long-term rates, a significant portion
of the financial adjustment associated with the tightening cycle may already be behind us.

-18References
Amato, Jeffrey, and Thomas Laubach (1999). "The Value ofInterest Rate Smoothing:
How the Private Sector Helps the Federal Reserve," Federal Reserve Bank of Kansas
City, Economic Review, Third Quarter, pp. 47-61.
Brainard, William (1967). "Uncertainty and the Effectiveness of Policy," American
Economic Review, 57 (May), pp. 411·25.
Cukierman, Alex (1991). "Why Does the Fed Smooth Interest Rates?" in Michael
Belongia, ed., Monetary Policy on the 75th Anniversary of the Federal Reserve System,
Boston: Kluwer Academic Publishers, pp. 111·47.
English, William, William Nelson, and Brian Sack (2003). "Interpreting the Significance
of the Lagged Interest Rate in Estimated Monetary Policy Rules," Contributions to
Macroeconomics, 3. http://www.bepress.com/bejm/contributions/voI3/iss 1/artS/.
Gerlach·Kristen, Petra (2004). "Interest-Rate Smoothing: Monetary Policy Inertia or
Unobserved Variables?" Contributions to Macroeconomics, 4.
http://www.bepress.comibej m/contributions/voI4/iss 1/art3.

Goodhart, Charles (1999). "Central Bankers and Uncertainty," Bank of England,
Quarterly Bulletin, 39 (February), pp. 102-14.
Goodfriend, Marvin (1991). "Interest Rate Smoothing in the Conduct of Monetary
Policy," Carnegie-Rochester Conference Series on Public Policy, 37 (Spring), pp. 7·30.
Lansing, Kevin (2002). "Real-Time Estimation of Trend Output and the Illusion of
Interest Rate Smoothing," Federal Reserve Bank of San Francisco, Economic Review, pp.
17·34.
Lowe, Philip, and Luci Ellis (1998). "The Smoothing of Official Interest Rates," in
Philip Lowe, ed., Monetary Policy and Inflation Targeting: Proceedings of a Conference,
Reserve Bank of Australia, pp. 286-312.
Orphanides, Athanasios (2003). "Monetary Policy Evaluation with Noisy Information,"
Journal of Monetary Economics, 50 (April), pp. 605-31.
Orphanides, Athanasios, Richard Porter, David Reifschneider, Robert Tetlow, and
Frederico Finan (2000). "Errors in the Measurement of the Output Gap and the Design of
Monetary Policy," Journal of Economics and Business, 52, pp. 117-41.
Orphanides, Athanasios, and John Williams (2002). "Robust Monetary Policy Rules with
Unknown Natural Rates," Brookings Papers on Economic Activity, 2, pp. 63-118.

-19Rudebusch, Glenn (1995). "Federal Reserve Interest Rate Targeting, Rational
Expectations, and the Term Structure," Journal of Monetary Economics, 35, pp. 245-74.
Rudebusch, Glenn (2001). "Is the Fed Too Timid? Monetary Policy in an Uncertain
World," Review of Economics and Statistics, 83, pp. 203-17.
Rudebusch, Glenn (2002). "Term Structure Evidence on Interest Rate Smoothing and
Monetary Policy Inertia," Journal of Monetary Economics, 49 (September), pp. 1161-88.
Sack, Brian (1998). "Uncertainty, Learning, and Gradual Monetary Policy," Board of
Governors of the Federal Reserve System, Finance and Economics Discussion Series
1998-34 (July).
Sack, Brian (2000). "Does the Fed Act Gradually? A VAR Analysis," Journal of
Monetary Economics, 46 (August), pp. 229-56.
Soderstrom, Ulf (2002). "Monetary Policy with Uncertain Parameters," Scandinavian
Journal of Economics, 104, pp. 125-45.
Srour, Gabriel (2001). "Why Do Central Banks Smooth Interest Rates?" Bank of
Canada, working paper 2001-17 (October).
Woodford, Michael (2000). "Pitfalls of Forward-Looking Monetary Policy," American
Economic Review, 90 (May), pp. 100-04.
Woodford, Michael (2003) "Optimal Monetary Policy Inertia," Review of Economic
Studies, 70, pp. 861-86.