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MonetaryTrends
September 2007

Measure for Measure:
Headline versus Core Inflation

W

hen discussing long-run inflation trends, members
of the Federal Open Market Committee (FOMC)
have tended to emphasize the “core” measure—
which excludes food and energy prices—over the corresponding headline measure, which does not. It is not that policymakers believe that food and energy prices do not affect
economic decisions; they know very well it is headline inflation that matters for household welfare. Rather, as Chairman
Bernanke noted in his July 18 monetary policy report to
Congress, the emphasis on core measures is motivated by a
desire to track and predict persistent inflation: “Food and
energy prices tend to be quite volatile, so that, looking forward, core inflation (which excludes food and energy prices)
may be a better gauge than overall [headline] inflation of
underlying inflation trends.”
Despite close, long-run similarities between core and
headline inflation, not all measures are created equal. As
noted recently in this publication, there has been considerable persistence in the difference between the headline and
core inflation measures for the PCE and the CPI.1 For example, from November 2002 to August 2006, average yearover-year headline CPI inflation was 1.04 percentage points
higher than for core CPI. Over this same period, average
year-over-year headline PCE inflation was 0.70 percentage
points higher than for core PCE. This means that, based on
the CPI measure, consumers experienced a 4 percent larger
decline in purchasing power than the core measure would
have indicated. Over the same period, the cumulative decline
in purchasing power based on the PCE measure was smaller,
2.7 percent, but still significant. Consequently, even over
fairly long periods of time, core inflation measures distort
the inflation picture.
If the core measure is misleading as an indicator of
changes in purchasing power, can it still be useful? The core
measure may indeed be useful to both consumers and policymakers if it does a better job of predicting future headline
inflation than the corresponding headline measure does. In
recent research comparing core and headline CPI inflation,
evidence suggests that core CPI inflation better predicts
future headline CPI inflation. For example, if headline CPI
inflation is below the corresponding core measure, and the

core measure is a better predictor of future headline inflation,
one might conclude that headline CPI inflation is likely to
increase in the future.
Unfortunately, the same is not true for the PCE measure.
Current research indicates that headline PCE inflation is a
better predictor of future headline PCE inflation than is core
PCE inflation.2 Consequently, core PCE inflation appears to
provide no useful information about future PCE inflation. It is
the case, however, that over sufficiently long periods of time,
CPI inflation averages about a half of a percentage point higher
than PCE inflation—apparently reflecting a larger bias in the
former measure relative to the latter. For this reason, one might
think that one could forecast future headline PCE inflation by
using the core CPI forecast of headline CPI and simply subtracting a half of a percentage point from the headline CPI forecast. Unfortunately, as is the case with the difference between
the headline and core measures of these indices, there is considerable persistence in the difference between the CPI and
PCE inflation measures. Hence, the differences between these
measures averaged over a period of several years can be considerably larger or smaller than 50 basis points. Because of
this, core CPI inflation is unlikely to be useful for forecasting
future headline PCE inflation.
The alternative is to consider different measures of “core”
inflation and not rely on the measures that exclude simply food
and energy prices. There is some evidence, in fact, that alternative measures of core PCE inflation may have superior predictive power for headline PCE inflation.3
In any event, although preliminary, current research suggests
that policymakers and the public may want to pay more attention to headline PCE inflation and less attention to core PCE
inflation.
—Daniel L. Thornton
1 DiCecio,

Riccardo “Inflation Disconnect?” Federal Reserve Bank of St. Louis
Monetary Trends, July 2007.
2 See

Khettry, N. Neil K. and Mester, Loretta J. “Core Inflation as a Predictor of
Total Inflation.” Federal Reserve Bank of Philadelphia Research Rap—Special
Report. April 26, 2006; and Smith, Julie K. “PCE Inflation and Core Inflation.”
Unpublished manuscript, Department of Economics and Business, Lafayette
College, July 6, 2006.

3 For

example, see Smith (2006).

Views expressed do not necessarily reflect official positions of the Federal Reserve System.

research.stlouisfed.org

Contents
Page
3
4
6
7
8
9
10
11
12
14
15
16
18

Monetary and Financial Indicators at a Glance
Monetary Aggregates and Their Components
Monetary Aggregates: Monthly Growth
Reserves Markets and Short-Term Credit Flows
Measures of Expected Inflation
Interest Rates
Policy-Based Inflation Indicators
Implied Forward Rates, Futures Contracts, and Inflation-Indexed Securities
Velocity, Gross Domestic Product, and M2
Bank Credit
Stock Market Index and Foreign Inflation and Interest Rates
Reference Tables
Definitions, Notes, and Sources

Conventions used in this publication:
1. Unless otherwise indicated, data are monthly.
2. Shaded areas indicate recessions, as determined by the National Bureau of Economic Research.
3. Percent change at an annual rate is the simple, not compounded, monthly percent change multiplied by 12. For
example, using consecutive months, the percent change at an annual rate in x between month t –1 and the current
month t is: [(xt /x t – 1 )–1] × 1200. Note that this differs from National Economic Trends. In that publication, monthly
percent changes are compounded and expressed as annual growth rates.
4. The percent change from year ago refers to the percent change from the same period in the previous year. For example,
the percent change from year ago in x between month t –12 and the current month t is: [(xt /x t – 12 )–1] × 100.
We welcome your comments addressed to:
Editor, Monetary Trends
Research Division
Federal Reserve Bank of St. Louis
P.O. Box 442
St. Louis, MO 63166-0442

On March 23, 2006, the Board of Governors of the Federal
Reserve System ceased the publication of the M3 monetary
aggregate. It also ceased publishing the following components:
large-denomination time deposits, RPs, and eurodollars.

or to:
stlsFRED@stls.frb.org

Monetary Trends is published monthly by the Research Division of the Federal Reserve Bank of St. Louis. Visit the Research Division’s website at research.stlouisfed.org/publications/mt to
download the current version of this publication or register for e-mail notification updates. For more information on data in the publication, please visit research.stlouisfed.org/fred2 or call
(314) 444-8590.

updated through
08/22/07

Monetary Trends

M2 and MZM

Treasury Yield Curve

Billions of dollars

Percent

7725

6.5

7475

6.0

MZM
7225

5.5

6975

5.0

6725

Week Ending Friday:
08/18/06
07/20/07
08/17/07

4.5

M2
6475

4.0

6225

3.5

5975

3.0
2004

2004

2005

2005

2006

2006

2007

2007

5y

Adjusted Monetary Base

Percent

30

3.5

20

3.0

10

2.5

0

2.0

-10

1.5

-20
2004

2005

2006

2006

2007

2007

5y

7y

10y

20y

2008

Reserve Market Rates

Inflation-Indexed Treasury Yield Spreads

Percent

Percent

6.5

3.5

Effective Federal Funds Rate
Intended Federal Funds Rate

6.0

20y

Week Ending Friday:
08/18/06
07/20/07
08/17/07

1.0

2005

10y

Real Treasury Yield Curve

Percent change at an annual rate

2004

7y

2008

5.5
5.0

Week Ending Friday:
08/18/06
07/20/07
08/17/07

3.0

4.5

Primary Credit Rate

4.0
3.5

2.5

3.0
2.5
2.0

2.0

1.5
1.0
0.5

1.5
2004

2004

2005

2005

Data available as of July 2007.

2006

2006

2007

2007

5y

7y

10y

20y

2008

Research Division
Federal Reserve Bank of St. Louis

3

updated through
08/21/07

Monetary Trends
MZM and M1
Percent change from year ago
25
20
15
10

MZM

5
0

M1

-5
-10
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

M2
Percent change from year ago
15

10

5

0

-5
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

M3*
Percent change from year ago
15

10

5

0

-5
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

*See table of contents for changes to the series.

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Monetary Services Index - M2**
Percent change from year ago
15

10

5

0

-5
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

**We will not update the MSI series until we revise the code to accomodate the discontinuation of M3.

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Research Division

4

Federal Reserve Bank of St. Louis

updated through
08/21/07

Monetary Trends

Adjusted Monetary Base
Percent change from year ago
20
15
10
5
0
-5
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

04

2004

2005

05

2006

06

2007

Domestic Nonfinancial Debt

Currency Held by the Nonbank Public

Percent change from year ago

Percent change from year ago

15

15

07

2008

10
5

10

Total
Federal

0

5

-5
-10

0

2000
2001
2002
2003
2004
2005
2006
2007
2000
2001
2002
2003
2004
2005
2006
2007
2008

2004

2004

2005

2005

2006

2006

2007

Time Deposits*

Checkable and Savings Deposits

Percent change from year ago

Percent change from year ago

30

30

25

Large Denomination

20

15

15

10

10

5

5

0

0

-5

-5

2004

2004

2005

2005

Savings

Checkable

-10

Small Denomination

-15

2008

25

20

-10

2007

-15
2006

2006

2007

2007

*See table of contents for changes to the series.

2008

Money Market Mutual Fund Shares

2004

2004

2005

2005

2006

2006

2007

2007

2008

Repurchase Agreements and Eurodollars*

Percent change from year ago

Billions of dollars

30

Billions of dollars

600

500

Repos (left)
20

Institutional Funds

10
0

550

450

500

400

450

-10

400

Retail Funds

-20
2004

2004

2005

2005

350

Eurodollars (right)

300

350
2006

2006

2007

2007

2008

250

2004

2005

2006

2007

*See table of contents for changes to these series.

Research Division
Federal Reserve Bank of St. Louis

5

updated through
08/21/07

Monetary Trends
M1
Percent change at an annual rate
30
20
10
0
-10
-20
-30
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

*Actual values for September and October 2001 are 55.87 and -38.35 percent rate, respectively.

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

MZM
Percent change at an annual rate
30
20
10
0
-10
-20
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

*Actual value for September 2001 is 39.41 percent rate.

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

M2
Percent change at an annual rate
20

10

0

-10
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

*Actual value for September 2001 is 24.90 percent rate.

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

M3*
Percent change at an annual rate
30

20

10

0

-10
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

*See table of contents for changes to the series.

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Research Division

6

Federal Reserve Bank of St. Louis

updated through
08/21/07

Monetary Trends

Adjusted and Required Reserves
Billions of dollars
120
100

Adjusted
80
60

Required
40
20
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

Total Borrowings, nsa

Excess Reserves plus RCB Contracts

Billions of dollars

Billions of dollars

0.8

16

07

2008

0.6
12
0.4
8
0.2

0.0

4

2000
2001
2002
2003
2004
2005
2006
2007
2000
2001
2002
2003
2004
2005
2006
2007
2008

2000
2001
2002
2003
2004
2005
2006
2007
2000
2001
2002
2003
2004
2005
2006
2007
2008

*Actual value for September 2001 is $3.4 billion.

*Actual value for September 2001 is $26.43 billion.

Nonfinancial Commercial Paper
Percent change from year ago
60
40
20
0
-20
-40
-60
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

As of April 10, 2006, the Federal Reserve Board made major changes to its commercial paper calculations.
For more information, please refer to http://www.federalreserve.gov/releases/cp/about.htm.

2004

04

2005

05

2006

06

2007

07

2008

Consumer Credit
Percent change from year ago
20
15
10
5
0
-5
-10
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Research Division
Federal Reserve Bank of St. Louis

7

updated through
08/15/07

Monetary Trends
Inflation and 1-Year-Ahead Inflation Expectations
Percent
10

8

6

Humphrey-Hawkins CPI Inflation Range
4

2

Federal Reserve Bank
of Philadelphia
CPI Inflation
University of
Michigan
0
90

91

92

93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

08

The shaded region shows the Humphrey-Hawkins CPI inflation range. Beginning in January 2000, the Humphrey-Hawkins inflation range was reported
using the PCE price index and therefore is not shown on this graph. See notes on page 19.

Treasury Security Yield Spreads
Yield to maturity
6
4

10-Year less 3-Month T-Bill

2
0

3-Year less 3-Month T-Bill

10-Year less 3-Year Note
-2
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Real Interest Rates
Percent, Real rate = Nominal rate less year-over-year CPI inflation
8
6

1-Year Treasury Yield

4
2

Federal Funds Rate

0
-2
-4
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Research Division

8

Federal Reserve Bank of St. Louis

updated through
08/22/07

Monetary Trends

Short-Term Interest Rates
Percent
14

90-Day Commercial Paper

12
10
8

Prime Rate

6
4

3-Month Treasury Yield

2
0
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Long-Term Interest Rates
Percent
13
11

Conventional Mortgage

9
7
5

Corporate Aaa

10-Year Treasury Yield

3
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

Long-Term Interest Rates

Short-Term Interest Rates

Percent

Percent

8

2005

05

2006

06

2007

07

2008

6
5

7

90-Day Commercial Paper

Corporate Baa

4

6

3-Month
Treasury Yield

3

5

2

4

1

10-Year Treasury Yield
3

0

2004

2004

2005

2005

2006

2006

2007

2007

2008

2004

2004

2005

2005

2006

2006

2007

2007

2008

*90-Day Commercial Paper data are not available for December
2005, January 2006, and July 2006.

FOMC Intended Federal Funds Rate, Discount Rate, and Primary Credit Rate
Percent
12
10
8

Intended Federal
Funds Rate

6
4

Primary Credit
Rate

Discount Rate

2
0
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Data available as of July 2007.

Research Division
Federal Reserve Bank of St. Louis

9

updated through
08/21/07

Monetary Trends
Federal Funds Rate and Inflation Targets
Percent
12

4% 3% 2% 1% 0% Target Inflation Rates

9

6

3

Actual
0
1998

1998

1999

1999

2000

2000

2001

2001

2002

2002

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Calculated federal funds rate is based on Taylor's rule. See notes on page 19.

Components of Taylor's Rule
Actual and Potential Real GDP
PCE Inflation
Billions of chain-weighted 2000 dollars

Percent change from year ago

12000

6

11500

5

Potential

11000

4

10500

Actual

10000

3
2

9500

1

9000
8500

0

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008

Monetary Base Growth* and Inflation Targets
Percent
12

Actual

9

6

3

Target Inflation Rates

0

1998

98

99

1999

2000

00

01

2001

02

2002

03

2003

0% 1% 2% 3% 4%
04

2004

05

2005

2006

06

07

2007

08

*Modified for the effects of sweeps programs on reserve demand.
Calculated base growth is based on McCallum's rule. Actual base growth is percent change from year ago. See notes on page 19.

Components of McCallum's Rule
Monetary Base Velocity Growth
Real Output Growth
Percent

Percent

8

8

1-Year
Moving Average

1-Year
Moving Average

4

4

10-Year
Moving Average

0
0

4-Year
Moving Average

-4

-8

-4
98

1998

99

1999

00

2000

01

2001

02

2002

03

2003

04

2004

05

2005

06

2006

07

2007

08

98

1998

99

1999

00

2000

01

2001

02

2002

03

2003

04

2004

05

2005

06

2006

07

2007

08

Research Division

10

Federal Reserve Bank of St. Louis

updated through
08/21/07

Monetary Trends

Implied One-Year Forward Rates

Rates on 3-Month Eurodollar Futures

Percent
8

Percent, daily data
5.6

Week Ending:
08/18/06
07/20/07
08/17/07

6

5.5

Aug 2007

5.4

Sep 2007

5.3

4

5.2
5.1

2

Oct 2007

5.0
0

2y

5y

3y

7y

10y

4.9
06/18 06/25 07/02 07/09 07/16 07/23 07/30 08/06 08/13 08/20

Rates on Selected
Federal Funds Futures Contracts

Rates on Federal Funds Futures
on Selected Dates

Percent, daily data

Percent

5.3

5.4

Aug 2007

5.2

06/15/2007
5.2

||
||

5.1

07/13/2007

5.0

Sep 2007

4.8

5.0

Oct 2007
4.9

4.6

4.8

4.4

08/17/2007
06/18 06/25 07/02 07/09 07/16 07/23 07/30 08/06 08/13 08/20

Aug

Sep

Oct

Nov

Dec

Jan

Contract Month

Inflation-Indexed Treasury Securities

Inflation-Indexed Treasury Yield Spreads

Weekly data

Weekly data

Percent

Percent

3

3.5

2

2.5

1

1.5

20

0
2005

15
10
2006

2007

20

0.5
2005

Maturity

5

2008
.
Note: Yields are inflation-indexed constant maturity
U.S. Treasury securities

15
10
2006

2007

Horizon

5

2008
.
Note: Yield spread is between nominal and inflation-indexed
constant maturity U.S. Treasury securities.

Inflation-Indexed
10-Year Government Notes

Inflation-Indexed
10-Year Government Yield Spreads

Percent, weekly data

Percent, weekly data

3

4

U.K.

U.S.
3

U.S.

2
2

U.K.

1

France
France

1

0

0
2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Research Division
Federal Reserve Bank of St. Louis

11

updated through
08/21/07

Monetary Trends
Velocity
Nominal GDP/MZM, Nominal GDP/M2 (Ratio Scale)
3.00
2.75

MZM
2.50
2.25

M2
2.00

1.75

1.50
10958

90

11323

91

11688

92

12054

93

12419

94

12784

95

13149

96

13515

97

13880

98

14245

99

14610

00

14976

01

15341

02

15706

03

16071

04

16437

05

16802

06

17167

07

17532

Interest Rates
Percent
10

8

3-Month T-Bill
6

4

M2 Own
MZM Own

2

0
10958

90

11323

91

11688

92

12054

93

12419

94

12784

95

13149

96

13515

97

13880

98

14245

14610

00

14976

01

15341

02

15706

03

16071

04

16437

05

16802

06

17167

MZM Velocity and Interest Rate Spread

M2 Velocity and Interest Rate Spread

Ratio Scale

Ratio Scale

3.50

07

17532

2.25

Velocity = Nominal GDP / M2

Velocity = Nominal GDP / MZM

99

3.00

2.50

2.00

2.00

1.75

1.50

1974Q1 to 1993Q4
1994Q1 to present

1974Q1 to 1993Q4
1994Q1 to present
1.25

1.50

0

1

2

3

4

5

6

7

8

9

10

Interest Rate Spread = 3-Month T-Bill less MZM Own Rate

11

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

Interest Rate Spread = 3-Month T-Bill less M2 Own Rate

Research Division

12

Federal Reserve Bank of St. Louis

updated through
08/21/07

Monetary Trends

Gross Domestic Product
Percent change from year ago
20

15

10

5

0
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Dashed lines indicate 10-year moving averages.

Real Gross Domestic Product
Percent change from year ago
15

10

5

0

-5
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Dashed lines indicate 10-year moving averages.

Gross Domestic Product Price Index
Percent change from year ago
20

15

10

5

0
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Dashed lines indicate 10-year moving averages.

M2
Percent change from year ago
20

15

10

5

0
1990

90

1991

91

1992

92

1993

93

1994

94

1995

95

1996

96

1997

97

1998

98

1999

99

2000

00

2001

01

2002

02

2003

03

2004

04

2005

05

2006

06

2007

07

2008

Dashed lines indicate 10-year moving averages.

Research Division
Federal Reserve Bank of St. Louis

13

updated through
08/21/07

Monetary Trends
Bank Credit
Percent change from year ago
20

15

10

5

0
1998

1998

1999

1999

2000

2000

2001

2001

2002

2002

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Investment Securities in Bank Credit at Commercial Banks
Percent change from year ago
25
20
15
10
5
0
-5
1998

1998

1999

1999

2000

2000

2001

2001

2002

2002

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Total Loans and Leases in Bank Credit at Commercial Banks
Percent change from year ago
20
15
10
5
0
-5
1998

1998

1999

1999

2000

2000

2001

2001

2002

2002

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Commercial and Industrial Loans at Commercial Banks
Percent change from year ago
20
15
10
5
0
-5
-10
1998

1998

1999

1999

2000

2000

2001

2001

2002

2002

2003

2003

2004

2004

2005

2005

2006

2006

2007

2007

2008

Research Division

14

Federal Reserve Bank of St. Louis

updated through
08/15/07

Monetary Trends

Standard & Poor's 500
1600

48

1400

42

Composite Index
(left)

1200

36

1000

30

800

24

Price/Earnings Ratio
(right)

600

18

400

12

200

6

0

0

90

91

92

93

94

95

96

97

98

99

00

01

02

03

04

05

06

07

Recent Inflation and Long-Term Interest Rates
Consumer Price
Inflation Rates

Long-Term
Government Bond Rates

Percent change from year ago
2006Q3
2006Q4
2007Q1
2007Q2

Percent
May07
Jun07

Apr07

Jul07

United States

3.36

1.95

2.43

2.66

4.69

4.75

5.10

5.00

Canada

1.73

1.37

1.81

2.19

4.16

4.29

4.62

4.60

France

1.68

1.34

1.16

1.18

4.21

4.34

4.62

.

Germany

1.56

1.31

1.74

1.88

4.15

4.28

4.56

4.50

Italy

2.17

1.82

1.73

1.59

4.37

4.49

4.77

4.76

Japan

0.60

0.33

-0.10

0.00

1.68

1.68

1.90

1.90

United Kingdom

2.43

2.71

2.84

2.58

5.04

5.15

5.43

5.41

Inflation and Long-Term Interest Rate Differentials
Percent

Percent

3

3

Canada

U.K.

Canada

0

0

U.K.
Germany

Germany

Japan

-3

-3

Japan
Inflation differential = Foreign inflation less U.S. inflation
Long-term rate differential = Foreign rate less U.S. rate
-6
01/01/2004

-6

2004

01/01/2005

2005

01/01/2006

2006

01/01/2007

2007
01/01/2008

01/01/2004

2004

01/01/2005

2005

01/01/2006

2006

01/01/2007

2007
01/01/2008

Research Division
Federal Reserve Bank of St. Louis

15

updated through
08/21/07

Monetary Trends

Money Stock

Bank

Adjusted

M1

MZM

M2

M3*

Credit

Monetary Base

Reserves

2002.
2003.

1196.216

5888.211

5598.784

8259.055

5597.733

697.075

88.132

294.080

1273.497

6324.948

5988.524

8787.321

6118.567

740.938

93.321

315.192

2004.
2005.

1344.404

6576.260

6268.459

9234.718

6598.334

776.768

96.125

329.873

1371.683

6723.495

6540.902

9786.477

7242.139

806.626

96.546

343.539

2006.

1374.928

6998.183

6851.516

10270.74

7957.823

835.011

94.873

.

MSI M2**

2005

1

1368.350

6660.098

6442.484

9528.052

6992.397

798.378

96.763

339.356

.

2

1368.566

6672.127

6493.200

9670.405

7158.555

802.565

95.987

341.280

.

3

1375.343

6741.629

6573.580

9859.294

7354.836

809.023

96.923

344.766

.

4

1374.471

6820.125

6654.344

10088.16

7462.769

816.537

96.510

348.753

2006

1

1379.238

6892.080

6746.178

.

7643.640

830.532

96.478

.

.

2

1381.649

6940.252

6804.285

.

7890.432

836.330

95.014

.

.

3

1369.915

7011.311

6872.906

.

8029.446

834.531

94.737

.

.

4

1368.908

7149.088

6982.694

.

8267.775

838.651

93.264

.

2007

1

1367.619

7297.339

7106.924

.

8411.686

846.332

94.132

.

.

2

1375.150

7499.933

7226.355

.

8535.153

849.921

93.526

.

1368.443

6709.066

6540.426

9762.435

7284.620

806.594

96.160

343.275

.

Jul
Aug

1378.316

6739.454

6573.873

9864.629

7365.033

808.055

96.319

344.739

.

Sep

1379.269

6776.367

6606.440

9950.818

7414.855

812.419

98.291

346.285

2005

.

Oct

1374.668

6804.816

6631.984

10031.96

7431.841

816.722

97.974

347.590

.

Nov

1375.740

6815.893

6652.527

10078.49

7448.387

817.462

97.544

348.603

.

Dec

1373.006

6839.665

6678.522

10154.03

7508.080

815.426

94.012

350.067

2006 Jan

1378.666

6881.812

6723.493

10242.79

7563.566

825.161

96.774

353.032

.

Feb

1374.976

6891.047

6747.561

10298.68

7647.809

832.400

96.850

353.943

.

Mar

1384.073

6903.382

6767.479

.

7719.544

834.035

95.810

.

.

Apr

1380.561

6923.655

6788.869

.

7811.091

835.306

95.563

.

.

May

1387.927

6935.664

6799.662

.

7925.221

836.887

94.190

.

.

Jun

1376.459

6961.437

6824.323

.

7934.984

836.796

95.290

.

.

Jul
Aug

1372.561

6982.346

6848.346

.

7983.366

834.899

94.801

.

.

1372.693

7012.024

6874.358

.

8042.683

834.567

94.631

.

.

Sep

1364.490

7039.563

6896.014

.

8062.288

834.128

94.779

.

.

Oct

1369.457

7097.902

6945.713

.

8213.433

837.899

93.958

.

.

Nov

1371.026

7142.598

6981.201

.

8264.430

840.381

94.758

.

.

Dec

1366.241

7206.764

7021.167

.

8325.461

837.672

91.077

.

2007 Jan

1372.185

7251.688

7073.260

.

8363.107

843.477

94.164

.

.

Feb

1360.822

7278.874

7095.924

.

8442.057

847.313

94.464

.

.

Mar

1369.849

7361.454

7151.589

.

8429.895

848.205

93.769

.

.

Apr

1379.341

7448.817

7206.095

.

8489.528

848.961

93.577

.

.

May

1379.278

7507.422

7229.080

.

8537.915

849.648

92.767

.

.

Jun

1366.832

7543.560

7243.889

.

8578.016

851.153

94.234

.

.

Jul

1368.778

7601.673

7269.228

.

8642.773

852.009

94.662

.

Note: All values are given in billions of dollars. *See table of contents for changes to the series.
**We will not update the MSI series until we revise the code to accommodate the discontinuation of M3.
Research Division

16

Federal Reserve Bank of St. Louis

updated through
08/09/07

Monetary Trends

Federal

Primary Prime

3-mo

Funds Credit Rate Rate

CDs

3-mo

Treasury Yields
3-yr

10-yr

Corporate

Municipal

Aaa Bonds Aaa Bonds

Conventional
Mortgage

2002.
2003.
2004.
2005.
2006.

1.67
1.13
1.35
3.21
4.96

.
2.11
2.34
4.19
5.96

4.68
4.12
4.34
6.19
7.96

1.73
1.15
1.56
3.51
5.15

1.63
1.03
1.40
3.21
4.85

3.10
2.11
2.78
3.93
4.77

4.61
4.02
4.27
4.29
4.79

6.49
5.67
5.63
5.23
5.59

4.87
4.52
4.50
4.28
4.15

6.54
5.82
5.84
5.86
6.41

1
2
3
4

2.47
2.94
3.46
3.98

3.44
3.91
4.43
4.97

5.44
5.91
6.43
6.97

2.78
3.23
3.74
4.30

2.58
2.93
3.43
3.91

3.61
3.73
3.98
4.37

4.30
4.16
4.21
4.49

5.32
5.15
5.09
5.38

4.23
4.15
4.28
4.45

5.76
5.72
5.76
6.22

1
2
3
4

4.46
4.91
5.25
5.25

5.43
5.90
6.25
6.25

7.43
7.90
8.25
8.25

4.72
5.18
5.39
5.32

4.50
4.83
5.03
5.03

4.58
4.98
4.87
4.65

4.57
5.07
4.90
4.63

5.39
5.89
5.68
5.39

4.29
4.36
4.13
3.82

6.24
6.60
6.56
6.24

1
2

5.26
5.25

6.25
6.25

8.25
8.25

5.31
5.32

5.12
4.87

4.68
4.76

4.68
4.85

5.36
5.58

3.91
4.13

6.22
6.37

2005 Jul
. Aug
. Sep

3.26
3.50
3.62

4.25
4.44
4.59

6.25
6.44
6.59

3.57
3.77
3.87

3.29
3.52
3.49

3.91
4.08
3.96

4.18
4.26
4.20

5.06
5.09
5.13

4.18
4.33
4.34

5.70
5.82
5.77

Oct
Nov
Dec

3.78
4.00
4.16

4.75
5.00
5.15

6.75
7.00
7.15

4.13
4.31
4.45

3.79
3.97
3.97

4.29
4.43
4.39

4.46
4.54
4.47

5.35
5.42
5.37

4.49
4.42
4.46

6.07
6.33
6.27

2006 Jan
. Feb
Mar
.

4.29
4.49
4.59

5.26
5.50
5.53

7.26
7.50
7.53

4.56
4.72
4.88

4.34
4.54
4.63

4.35
4.64
4.74

4.42
4.57
4.72

5.29
5.35
5.53

4.27
4.33
4.29

6.15
6.25
6.32

.
.
.

Apr
May
Jun

4.79
4.94
4.99

5.75
5.93
6.02

7.75
7.93
8.02

5.03
5.15
5.35

4.72
4.84
4.92

4.89
4.97
5.09

4.99
5.11
5.11

5.84
5.95
5.89

4.36
4.38
4.35

6.51
6.60
6.68

.
.
.

Jul
Aug
Sep

5.24
5.25
5.25

6.25
6.25
6.25

8.25
8.25
8.25

5.46
5.38
5.34

5.08
5.09
4.93

5.07
4.85
4.69

5.09
4.88
4.72

5.85
5.68
5.51

4.41
4.10
3.87

6.76
6.52
6.40

.
.
.

Oct
Nov
Dec

5.25
5.25
5.24

6.25
6.25
6.25

8.25
8.25
8.25

5.33
5.32
5.32

5.05
5.07
4.97

4.72
4.64
4.58

4.73
4.60
4.56

5.51
5.33
5.32

3.91
3.81
3.76

6.36
6.24
6.14

2007 Jan
. Feb
Mar
.

5.25
5.26
5.26

6.25
6.25
6.25

8.25
8.25
8.25

5.32
5.31
5.30

5.11
5.16
5.08

4.79
4.75
4.51

4.76
4.72
4.56

5.40
5.39
5.30

3.89
3.95
3.88

6.22
6.29
6.16

.
.
.

Apr
May
Jun

5.25
5.25
5.25

6.25
6.25
6.25

8.25
8.25
8.25

5.31
5.31
5.33

5.01
4.87
4.74

4.60
4.69
5.00

4.69
4.75
5.10

5.47
5.47
5.79

3.99
4.04
4.36

6.18
6.26
6.66

.

Jul

5.26

6.25

8.25

5.32

4.96

4.82

5.00

5.73

4.24

6.70

2005
.
.
.
2006
.
.
.
2007
.

.
.
.

Note: All values are given as a percent at an annual rate.

Research Division
Federal Reserve Bank of St. Louis

17

updated through
08/21/07

Monetary Trends

M1

MZM

M2

M3*

Percent change at an annual rate

2002.
2003.
2004.
2005.
2006.

4.91
6.46
5.57
2.03
0.24

12.76
7.42
3.97
2.24
4.09

7.47
6.96
4.67
4.35
4.75

7.98
6.40
5.09
5.97
4.95

1
2
3
4

-0.60
0.06
1.98
-0.25

0.03
0.72
4.17
4.66

3.10
3.15
4.95
4.91

5.63
5.98
7.81
9.29

1
2
3
4

1.39
0.70
-3.40
-0.29

4.22
2.80
4.10
7.86

5.52
3.45
4.03
6.39

.
.
.
.

1
2

-0.38
2.20

8.29
11.11

7.12
6.72

.
.

2005 Jul
. Aug
. Sep

-10.65
8.66
0.83

3.87
5.44
6.57

4.21
6.14
5.94

4.58
12.56
10.48

Oct
Nov
Dec

-4.00
0.94
-2.38

5.04
1.95
4.19

4.64
3.72
4.69

9.79
5.57
8.99

2006 Jan
. Feb
Mar
.

4.95
-3.21
7.94

7.39
1.61
2.15

8.08
4.30
3.54

10.49
6.55

.
.
.

Apr
May
Jun

-3.04
6.40
-9.92

3.52
2.08
4.46

3.79
1.91
4.35

.
.
.

.
.
.

Jul
Aug
Sep

-3.40
0.12
-7.17

3.60
5.10
4.71

4.22
4.56
3.78

.
.
.

.
.
.

Oct
Nov
Dec

4.37
1.37
-4.19

9.94
7.56
10.78

8.65
6.13
6.87

.
.
.

2007 Jan
. Feb
Mar
.

5.22
-9.94
7.96

7.48
4.50
13.61

8.90
3.85
9.41

.
.
.

.
.
.

Apr
May
Jun

8.32
-0.05
-10.83

14.24
9.44
5.78

9.15
3.83
2.46

.
.
.

.

Jul

1.71

9.24

4.20

.

2005
.
.
.
2006
.
.
.
2007
.

.
.
.

.

*See table of contents for changes to the series.

Research Division

18

Federal Reserve Bank of St. Louis

Monetary Trends

Definitions
M1: The sum of currency held outside the vaults of depository institutions,
Federal Reserve Banks, and the U.S. Treasury; travelers checks; and demand
and other checkable deposits issued by financial institutions (except demand
deposits due to the Treasury and depository institutions), minus cash items in
process of collection and Federal Reserve float.
MZM (money, zero maturity): M2 minus small-denomination time deposits,
plus institutional money market mutual funds (that is, those included in M3 but
excluded from M2). The label MZM was coined by William Poole (1991); the
aggregate itself was proposed earlier by Motley (1988).
M2: M1 plus savings deposits (including money market deposit accounts)
and small-denomination (under $100,000) time deposits issued by financial
institutions; and shares in retail money market mutual funds (funds with initial
investments under $50,000), net of retirement accounts.
M3: M2 plus large-denomination ($100,000 or more) time deposits; repurchase
agreements issued by depository institutions; Eurodollar deposits, specifically,
dollar-denominated deposits due to nonbank U.S. addresses held at foreign
offices of U.S. banks worldwide and all banking offices in Canada and the
United Kingdom; and institutional money market mutual funds (funds with
initial investments of $50,000 or more).
Bank Credit: All loans, leases, and securities held by commercial banks.
Domestic Nonfinancial Debt: Total credit market liabilities of the U.S.
Treasury, federally sponsored agencies, state and local governments, households,
and nonfinancial firms. End-of-period basis.
Adjusted Monetary Base: The sum of currency in circulation outside Federal
Reserve Banks and the U.S. Treasury, deposits of depository financial institutions at Federal Reserve Banks, and an adjustment for the effects of changes
in statutory reserve requirements on the quantity of base money held by depositories. This series is a spliced chain index; see Anderson and Rasche (1996a,b,
2001, 2003).
Adjusted Reserves: The sum of vault cash and Federal Reserve Bank deposits
held by depository institutions and an adjustment for the effects of changes in
statutory reserve requirements on the quantity of base money held by depositories. This spliced chain index is numerically larger than the Board of
Governors’ measure, which excludes vault cash not used to satisfy statutory
reserve requirements and Federal Reserve Bank deposits used to satisfy required
clearing balance contracts; see Anderson and Rasche (1996a, 2001, 2003).
Monetary Services Index: An index that measures the flow of monetary
services received by households and firms from their holdings of liquid assets;
see Anderson, Jones, and Nesmith (1997). Indexes are shown for the assets
included in M2, with additional data at research.stlouisfed.org/msi/index.html.
Note: M1, M2, M3, Bank Credit, and Domestic Nonfinancial Debt are constructed and published by the Board of Governors of the Federal Reserve
System. For details, see Statistical Supplement to the Federal Reserve Bulletin,
tables 1.21 and 1.26. MZM, Adjusted Monetary Base, Adjusted Reserves,
and Monetary Services Index are constructed and published by the Research
Division of the Federal Reserve Bank of St. Louis.

Notes
Page 3: Readers are cautioned that, since early 1994, the level and growth of
M1 have been depressed by retail sweep programs that reclassify transactions
deposits (demand deposits and other checkable deposits) as savings deposits
overnight, thereby reducing banks’ required reserves; see Anderson and Rasche
(2001) and research.stlouisfed.org/aggreg/swdata.html. Primary Credit Rate,
Discount Rate, and Intended Federal Funds Rate shown in the chart Reserve
Market Rates are plotted as of the date of the change, while the Effective
Federal Funds Rate is plotted as of the end of the month. Interest rates in
the table are monthly averages from the Board of Governors H.15 Statistical
Release. The Treasury Yield Curve and Real Treasury Yield Curve show
constant maturity yields calculated by the U.S. Treasury for securities 5, 7, 10,
and 20 years to maturity. Inflation-Indexed Treasury Yield Spreads are a
Research Division
Federal Reserve Bank of St. Louis

measure of inflation compensation at those horizons, and it is simply the
nominal constant maturity yield less the real constant maturity yield. Daily
data and descriptions are available at research.stlouisfed.org/fred2/. See also
Statistical Supplement to the Federal Reserve Bulletin, table 1.35. The 30year constant maturity series was discontinued by the Treasury as of
February 18, 2002.
Page 5: Checkable Deposits is the sum of demand and other checkable deposits.
Savings Deposits is the sum of money market deposit accounts and passbook
and statement savings. Time Deposits have a minimum initial maturity of 7
days. Large Time Deposits are deposits of $100,000 or more. Retail and
Institutional Money Market Mutual Funds are as included in M2 and the
non-M2 component of M3, respectively.
Page 7: Excess Reserves plus RCB (Required Clearing Balance) Contracts
equals the amount of deposits at Federal Reserve Banks held by depository
institutions but not applied to satisfy statutory reserve requirements. (This
measure excludes the vault cash held by depository institutions that is not
applied to satisfy statutory reserve requirements.) Consumer Credit includes
most short- and intermediate-term credit extended to individuals. See Statistical
Supplement to the Federal Reserve Bulletin, table 1.55.
Page 8: Inflation Expectations measures include the quarterly Federal Reserve
Bank of Philadelphia Survey of Professional Forecasters, the monthly University
of Michigan Survey Research Center’s Surveys of Consumers, and the annual
Federal Open Market Committee (FOMC) range as reported to the Congress
in the February testimony that accompanies the Monetary Policy Report to
the Congress. Beginning February 2000, the FOMC began using the personal
consumption expenditures (PCE) price index to report its inflation range; the
FOMC then switched to the PCE chain-type price index excluding food and
energy prices (“core”) beginning July 2004. Accordingly, neither are shown
on this graph. CPI Inflation is the percentage change from a year ago in the
consumer price index for all urban consumers. Real Interest Rates are ex
post measures, equal to nominal rates minus year-over-year CPI inflation.
Page 9: FOMC Intended Federal Funds Rate is the level (or midpoint of
the range, if applicable) of the federal funds rate that the staff of the FOMC
expected to be consistent with the desired degree of pressure on bank reserve
positions. In recent years, the FOMC has set an explicit target for the federal
funds rate.
Page 10: Federal Funds Rate and Inflation Targets shows the observed
federal funds rate, quarterly, and the level of the funds rate implied by applying
Taylor’s (1993) equation
ft*= 2.5 + π t –1 + (π t –1 – π* )/2 + 100 × (yt –1 – yt –1P )/2
to five alternative target inflation rates, π* = 0, 1, 2, 3, 4 percent, where ft* is
the implied federal funds rate, π t –1 is the previous period’s inflation rate (PCE)
measured on a year-over-year basis, yt –1 is the log of the previous period’s
level of real gross domestic product (GDP), and yt –1P is the log of an estimate
of the previous period’s level of potential output. Potential Real GDP is as
estimated by the Congressional Budget Office.
Monetary Base Growth and Inflation Targets shows the quarterly growth
of the adjusted monetary base (modified to include an estimate of the effect
of sweep programs) implied by applying McCallum’s (1988, 1993) equation
ΔMBt* = π* + (10-year moving average growth of real GDP)
– (4-year moving average of base velocity growth)
to five alternative target inflation rates, π* = 0, 1, 2, 3, 4 percent, where ΔMBt*
is the implied growth rate of the adjusted monetary base. The 10-year moving
average growth of real GDP for a quarter t is calculated as the average quarterly
growth during the previous 40 quarters, at an annual rate, by the formula
((yt – yt –40 )/40) × 400, where yt is the log of real GDP. The 4-year moving
average of base velocity growth is calculated similarly. To adjust the monetary
base for the effect of retail-deposit sweep programs, we add to the monetary
base an amount equal to 10 percent of the total amount swept, as estimated
by the Federal Reserve Board staff. These estimates are imprecise, at best.
Sweep program data are found at research.stlouisfed.org/aggreg/swdata.html.

19

Monetary Trends
Page 11: Implied One-Year Forward Rates are calculated by this Bank from
Treasury constant maturity yields. Yields to maturity, R(m), for securities with
m = 1,..., 10 years to maturity are obtained by linear interpolation between
reported yields. These yields are smoothed by fitting the regression suggested
by Nelson and Siegel (1987),
R(m) = a0 + (a1 + a2 )(1 – e–m/50 )/(m/50) – a2 × e–m/50,
and forward rates are calculated from these smoothed yields using equation
(a) in table 13.1 of Shiller (1990),
f(m) = [D(m)R(m) – D(m–1)] / [D(m) – D(m–1)],
where duration is approximated as D(m) = (1 – e –R(m) × m)/R(m). These rates
are linear approximations to the true instantaneous forward rates; see Shiller
(1990). For a discussion of the use of forward rates as indicators of inflation
expectations, see Sharpe (1997). Rates on 3-Month Eurodollar Futures and
Rates on Selected Federal Funds Futures Contracts trace through time the
yield on three specific contracts. Rates on Federal Funds Futures on Selected
Dates displays a single day’s snapshot of yields for contracts expiring in the
months shown on the horizontal axis. Inflation-Indexed Treasury Securities
and Yield Spreads are those plotted on page 3. Inflation-Indexed 10-Year
Government Notes shows the yield of an inflation-indexed note that is
scheduled to mature in approximately (but not greater than) 10 years. The
current French note has a maturity date of 7/25/2015, the current U.K. note
has a maturity date of 8/16/2013, and the current U.S. note has a maturity date
of 7/15/2017. Inflation-Indexed Treasury Yield Spreads and InflationIndexed 10-Year Government Yield Spreads equal the difference between
the yields on the most recently issued inflation-indexed securities and the
unadjusted security yields of similar maturity.
Page 12: Velocity (for MZM and M2) equals the ratio of GDP, measured in
current dollars, to the level of the monetary aggregate. MZM and M2 Own
Rates are weighted averages of the rates received by households and firms
on the assets included in the aggregates. Prior to 1982, the 3-month T-bill
rates are secondary market yields. From 1982 forward, rates are 3-month
constant maturity yields.
Page 13: Real Gross Domestic Product is GDP as measured in chained 2000
dollars. The Gross Domestic Product Price Index is the implicit price deflator
for GDP, which is defined by the Bureau of Economic Analysis, U.S. Department of Commerce, as the ratio of GDP measured in current dollars to GDP
measured in chained 2000 dollars.

Chicago Mercantile Exchange : Eurodollar futures.
Congressional Budget Office : Potential real GDP.
Federal Reserve Bank of Philadelphia: Survey of Professional Forecasters
inflation expectations.
Federal Reserve Bank of St. Louis : Adjusted monetary base and adjusted
reserves, monetary services index, MZM own rate, one-year forward rates.
Organization for Economic Cooperation and Development : International
interest and inflation rates.
Standard & Poor’s : Stock price-earnings ratio, stock price composite index.
University of Michigan Survey Research Center: Median expected price
change.
U.S. Department of the Treasury : U.S. security yields.

References
Anderson, Richard G. and Robert H. Rasche (1996a). “A Revised Measure of
the St. Louis Adjusted Monetary Base,” Federal Reserve Bank of St. Louis
Review, March/April, 78(2), pp. 3-13.*
____ and ____(1996b). “Measuring the Adjusted Monetary Base in an Era of
Financial Change,” Federal Reserve Bank of St. Louis Review, November/
December, 78(6), pp. 3-37.*
____ and ____(2001). “Retail Sweep Programs and Bank Reserves, 19941999,” Federal Reserve Bank of St. Louis Review, January/February,
83(1), pp. 51-72.*
____ and ____ , with Jeffrey Loesel (2003). “A Reconstruction of the Federal
Reserve Bank of St. Louis Adjusted Monetary Base and Reserves,”
Federal Reserve Bank of St. Louis Review, September/October, 85(5),
pp. 39-70.*
____ , Barry E. Jones and Travis D. Nesmith (1997). “Special Report: The
Monetary Services Indexes Project of the Federal Reserve Bank of St.
Louis,” Federal Reserve Bank of St. Louis Review, January/February,
79(1), pp. 31-82.*
McCallum, Bennett T. (1988). “Robustness Properties of a Monetary Policy
Rule,” Carnegie-Rochester Conference Series on Public Policy, vol. 29,
pp. 173-204.

Page 14: Investment Securities are all securities held by commercial banks
in both investment and trading accounts.

____(1993). “Specification and Analysis of a Monetary Policy Rule for Japan,”
Bank of Japan Monetary and Economic Studies, November, pp. 1-45.

Page 15: Inflation Rate Differentials are the differences between the foreign
consumer price inflation rates and year-over-year changes in the U.S. all-items
Consumer Price Index.

Motley, Brian (1988). “Should M2 Be Redefined?” Federal Reserve Bank of
San Francisco Economic Review, Winter, pp. 33-51.

Page 17: Treasury Yields are Treasury constant maturities as reported in the
Board of Governors of the Federal Reserve System’s H.15 release.

Sources
Agence France Trésor: French note yields.
Bank of Canada : Canadian note yields.

Nelson, Charles R. and Andrew F. Siegel (1987). “Parsimonious Modeling of
Yield Curves,” Journal of Business, October, pp. 473-89.
Poole, William (1991). Statement before the Subcommittee on Domestic
Monetary Policy of the Committee on Banking, Finance and Urban Affairs,
U.S. House of Representatives, November 6, 1991. Government Printing
Office, Serial No. 102-82.
Sharpe, William F. (1997). Macro-Investment Analysis, on-line textbook
available at www.stanford.edu/~wfsharpe/mia/mia.htm.

Bank of England : U.K. note yields.
Board of Governors of the Federal Reserve System :
Monetary aggregates and components: H.6 release. Bank credit and components: H.8 release. Consumer credit: G.19 release. Required reserves,
excess reserves, clearing balance contracts, and discount window borrowing:
H.4.1 and H.3 releases. Interest rates: H.15 release. Nonfinancial commercial
paper: Board of Governors website. Nonfinancial debt: Z.1 release. M2
own rate.

Shiller, Robert (1990). “The Term Structure of Interest Rates,” Handbook of
Monetary Economics, vol. 1, B. Friedman and F. Hahn, eds., pp. 627-722.
Taylor, John B. (1993). “Discretion versus Policy Rules in Practice,” CarnegieRochester Conference Series on Public Policy, vol. 39, pp. 195-214.
Note: *Available on the Internet at research.stlouisfed.org/publications/review/.

Bureau of Economic Analysis : GDP.
Bureau of Labor Statistics : CPI.
Chicago Board of Trade : Federal funds futures contract.

20

Research Division
Federal Reserve Bank of St. Louis