1
The Taylor Rule and Its Variants
History of the Taylor Rule
• Taylor (1993)* proposes a “feedback” monetary policy rule, where changes in
policy instruments (e.g., the interest rate, the monetary base, the money
supply) responds to changes in the price level or real income.
• He argues that using rules to to control inflation is more effective than
discretionary policy
• Although different studies have shown different responsiveness of the
instruments, there has been some indication of the functional forms and the
signs of the coefficients.
• Under discretion policy, the settings of the instruments are determined from
scratch each period -- which may result in time-inconsistency problem.
*Taylor, J.B., 1993. Discretion Versus Policy Rules in Practice. Carnegie-Rochester Conference Series on Public Policy 39, 195-214.
2
Discretion v. Rules
• A policy rule is referred to as the “optimal,” the “rules,” or the “precommitted”
solution, to a dynamic optimisation problem.
• Discretionary policy is referred to as the “inconsistent,” the “cheating,” or the
“shortsighted” solution.
• The difference and the advantage of rules over discretion are like those of a
cooperative over a noncooperative solution in game theory.
Taylor Rule: Functional Form
• Taylor (1993) claims that policy rules that seem to work well focus on the
price level and real output directly.
• Rules that focus on exchange rate or the money supply do not deliver as good
a performance, which is measure by the variances of output and price.
• Taylor (1993) finds that placing a positive weight on both the price level and
real output is the interest-rate rule is preferable in most of his samples.
• He proposes a simple feedback rule where the weights placed on the output
gap and the inflation are both 0.5.
i = ! + 0.5 !y + 0.5 ! " 2( ) + 2
3
Taylor Rule: Functional Form
where i is the federal funds rate, π is the rate of inflation over the previous four
quarters, is the percentage deviation of real GDP from a target.
That is,
i = ! + 0.5 !y + 0.5 ! " 2( ) + 2
!y
!y =
100 y ! y*( )
y
*
where
y is real GDP, and
y
* is trend real GDP (equals 2.2 percent per year from 1984/01 to 1992/03)
Taylor Rule: Functional Form
• The Taylor rule has the feature that the federal funds rate rises if
– Inflation increases above a target of 2 percent or if
– Real GDP rises above trend GDP
• Note that if both the inflation rate and the real GDP are on target, the federal
funds rate would equal 4 percent, or 2 percent in real terms.
• Using the data from 1987 to 1992, the Taylor rule replicates the actual path of
the federal funds rate remarkably well.
4
Actual v. Fitted
The Output Gap
5
Inflation
The Taylor Property
• Since the publication of Taylor (1993) paper, there have been a large number
of scholarly papers published using the Taylor rule.
• The most common functional form employed has the following form
• In this form, the estimated values of β and γ are 1.5 and 0.5 respectively
• Notice that β = 1.5 implies that the federal funds rate rises by 1.5 percent in
respond to a one percent increase in the rate of inflation.
• This means that the real interest rate rises by 0.5 percent, causing a
contractionary impact on the economy
i
t
= ! + "#
t
+ $ !y
t
where i
t
is the interest rate at time t, !
t
is the rate of inflation at time t, and
!y
t
is the output gap at time t
6
The Taylor Rule with Interest Rate
Smoothing
• The original Taylor rule proposed by Taylor (1993) does not take into account
the gradual adjustment behaviour of interest rate.
• Most of the interest rates, administered by major central banks, change
gradually by a small amount in each period — usually by 25 basis points.
• By including a lagged value of the interest rate on the right-hand side of the
Taylor rule equation, we also mitigate the auto-correlation problem of the
functional form.
• Clarida et al (1998)* estimates the “augmented” Taylor rule for the G3 and the
E3 countries
• In their specification of the Taylor rule, the interest rates respond to inflation
expectation, reflecting the real-world conduct of monetary policy.
Clarida, R., Gali, J., Gertler, M., 1998. Monetary Policy Rules in Practice: Some International Evidence. European Economic Review 42, 1033-1067
The Taylor Rule with Interest Rate
Smoothing
• In their paper, the modification has been made assuming that within each
operating period the central bank has a target for the nominal short-term
interest rate that is based on the state of the economy.
i
t
*
= i + ! E "
t+n |#t[ ]$ "
*( ) + %
E y
t
|#
t[ ]$ yt
*
y
t
*
&
'(
)
*+
where i is the long-run equilibrium nominal rate, !
t+n
is the rate of annualised
inflation n period ahead, E is the mathematical expectation operator and "
t
is
the information available to the central bank at the time it sets the interest rate.
7
The Taylor Rule with Interest Rate
Smoothing
• Assuming further that the actual rate partially adjusts to the target
• The reasons behind the gradualist approach are
– Data uncertainty
– Uncertainty about the effect of parameters*
– Fear of reputation loss
– Fear of disrupting financial market
– Attempt to minimise output fluctuation
i
t
= 1! "( )i
t
*
+ "i
t!1 + vt
where v
t
~ i.i.d. is an exogenous random shock to the interest rate and the
parameter ! " 0,1[ ] captures the degree of interest rate smoothing.
Brainard, W.C., 1967. Uncertainty and the Effectiveness of Policy. The American Economic Review.
Paper and Proceedings of the Seventy-ninth Annual Meeting of the American Economic Association 57, 2, 411-425.
The Taylor Rule with Interest Rate
Smoothing
• Define
• We then rewrite the equation as
• Combining the equation shown above with the partial adjustment mechanism
yields
! = i " #$ * and !y =
y
t
" y
t
*
y
*
i
t
*
= ! + "E #
t+n
|$
t[ ] + % E !yt |$t[ ]
i
t
= 1! "( ) # + $E % t+n |&t[ ] + ' E !yt |&[ ]( ) + "it!1 + vt
8
The Taylor Rule with Interest Rate
Smoothing
• Finally, to obtain the estimable equation, eliminate the unobserved forecast
components from the expression by rearranging the policy rule in terms of
realised variables as follows.
where the residual
i
t
= 1! "( )# + 1! "( )$% t+n + 1! "( )& !yt + "it!1 + 't
!
t
= " 1" #( ) $ % t+n " E % t+n |&t[ ]( ) + ' !yt " E !yt |&t[ ]( ){ } + vt
is the linear combination of the forecast errors of inflation and output and
the exogenous disturbance v
t
, E is the mathematical expectation operator,
and !
t
is the information available to the central bank at the time it sets
the interest rate. The parameters ", #, $ , and % are to be estimated.
The Taylor Rule for the Federal
Reserve
• As for the Federal Reserve, previous research has suggested that the second-
order partial adjustment model
fits the us data significantly better than the first-order model used for Germany
and Japan.
• Since foreign variables are not very helpful for predicting US inflation and
output, the exchange rates and foreign interest rates were excluded from the
instrument list.
i
t
= 1! "
1
! "
2( ) # + $% t+n + & !yt( ) + "1it!1 + "2it!2 + 't
9
Data
• Clarida et al (1998) use the augmented Taylor rule to estimate the policy
reaction function for 6 countries:
– G3: The US, Germany, and Japan
– E3: England, France, and Italy
• Sample periods for each country are as follows:
– The US: 1979/10 - 1994/12
– Germany: 1979/04 - 1993/12
– Japan: 1979/04 - 1994/12
– England: 1979/06 - 1990/10
– France: 1983/05 - 1989/12
– Italy: 1981/06 - 1989/12
Data
• Variables used in each economy are as follows:
– The interest rates used in each estimation are the central bank’s instrument.
• Federal Funds rate for the Federal Reserve
• The overnight call rate for the Bank of Japan
• The ‘day-to-day’ rate for Germany
– The Consumer Price Index (CPI) is used as a proxy to measure inflation.
– The Index of Industrial Production (IP) is used to measure output. The output gap
for each eonomy is obtained by detrending the log of the IP using linear-quadratic
trend.
• The model is estimated using GMM with the instrument set including 1-6, 9,
12 lagged values of the output gap, the inflation rate, the log difference of a
world commodity price index, the interest rate, and the log difference of the
local currency/USD real exchange rate.
10
Results
• Results show that the estimated coefficients β for the G3 countries satisfy the
Taylor property, while those for the E3 don’t.
• Evidence explains why the E3 economies experienced high inflation during a
good part of the 80’s.
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