FUNDAMENTALS
January 2015
Yesterday’s Gone: Year-End Capital Markets
Commentary and Expectations
Chris Brightman, CFA, and James Masturzo, CFA
Chris Brightman, CFA
“
It is tempting to
extrapolate past
returns.
“
KEY POINTS
1.
2.
3.
4.
U.S. stocks and bonds have produced
high returns over the very long term
and, despite the slow economic recovery, respectable returns over the past
decade.
Using a simple model that assumes
starting yields determine subsequent
returns, we expect U.S. stocks and
bonds to produce substantially lower
returns in the future.
“
“
Don’t stop thinking about tomorrow… Yesterday’s gone, yesterday’s gone
— Fleetwood Mac
Bill Clinton followed this anthem into the White House 20-plus years ago, at the start of an
era that brought us commercialization of the World Wide Web, rapid productivity growth,
and a historic bull market.1 The song also seems fitting as we kick off another new year,
contemplate another Clinton presidential campaign, and develop our capital market return
expectations following another long bull market.
We present here the first quarterly update of our 10-year expectations for asset class returns.
Notice we say expectations and not forecasts. We put a “flux capacitor”2 on our Christmas
list, but Santa failed to deliver, again.
Without the ability to visit the future, we are left with our
expectations based on economic theory and empirical evidence. Before we examine these
expectations, let’s start by taking a look at the history of asset class returns.
Yesterday’s Returns
One hundred years ago the global capital
markets looked much different than they
do today. Many of the asset classes we
now consider to be staples in our portfolios
In fact, Table 1 shows that investing in the
60/40 portfolio over more recent periods,
the last 50 or even 25 years, resulted in even
better annualized nominal returns, with U.S.
bonds picking up some of the slack from a
were either non-existent or just too difficult
slightly lower U.S.
equity market return.
to trade. From a look-back perspective, the
Initial Conditions
data on these markets is questionable at best
and non-existent at worst. Therefore, for the
purpose of examining long-term historical
With such consistency over these long time
horizons, it is tempting to extrapolate past
returns into future expectations.
Before
Prospective returns are not very high
anywhere, but we expect other asset
classes (notably including emerging
market stocks and bonds) to outperform mainstream U.S. investments in
the coming 10-year timeframe.
returns, we limit our analysis to U.S. stocks
the two.3
the conditions of the past century, which
We encourage readers to visit Research
Affiliates’ asset allocation website,10
where we employ a more sophisticated
approach to determining expected
returns.
Figure 1 shows that an investor in 1915,
investing in the 60/40 portfolio, and
reinvesting all cash flows for the next century,
earned an annual nominal return of 8.4%,
composed of 10.3% from equities and 5.6%
from bonds.
Not too shabby!
markets, with today’s environment. Table 2
and bonds and the simple 60/40 portfolio of
doing so, however, we should compare
provided strong tailwinds for financial
shows valuation metrics for U.S. stocks
and bonds at the outset of each of these
investment periods.
In both the long (100year) and short (25-year) periods, P/E ratios
were low and yields were moderate to high.
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Hewes Communications
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. FUNDAMENTALS
12%
January 2015
Figure 1. 100-Year Returns
Table 1. Annualized Nominal Returns
100 Years
10.3%
25 Years
10.3%
9.9%
9.7%
U.S. Bonds
5.6%
7.7%
7.6%
60/40 Portfolio
8.4%
9.0%
8.9%
U.S.
Equities
10%
8.4%
Annualized Return
50 Years
8%
Source: Research Affiliates using data from Robert Shiller and Bloomberg.
6%
5.6%
Table 2. Starting Valuation Metrics
4%
100 Years
2%
P/E Ratio
0%
Equity
Bonds
60/40
Source: Research Affiliates based on data from Robert Shiller and Bloomberg.
Not so fast. Consider the first decade
(1965–1974) after the start of the
50-year period, shown in Figure 2.
Over
this period, the 60/40 portfolio returned
a measly 2.3% in nominal terms and
a negative 2.8% in real terms. For that
decade, equities and bonds returned 1%
and 3.7%, respectively, while inflation
averaged 5.2%. So, although the
portfolio subsequently rebounded, the
high multiple coupled with the low yield
5.5%
2.9%
3.1%
18.3
14.6
3.7%
4.2%
7.9%
Source: Research Affiliates based on data from Robert Shiller and Bloomberg.
resulted in awful returns for the first
decade.
Today, multiples are even higher
and yields even lower. We’ll come back
to this point later.
“
Without the ability to
visit the future, we are
left with our expectations
based on economic theory
and empirical evidence.
“
Notice that the 50-year period appears
as an outlier. The equity P/E ratio was
high, in the 18s, while the dividend yield
was moderate to low, just below 3%,
and bond yields were also moderate,
just above 4%.
Even starting from these
conditions, the 60/40 portfolio returned
9% over the next 50 years. If 60/40
can flourish despite starting with a high
equity multiple and a moderate bond
yield, this mainstream portfolio must be
a stalwart in all market environments,
right?
10-Year Bond Yields
25 Years
14.5
Dividend Yield
50 Years
Let’s also take a moment to reminisce
about some of the changes to the
business environment that have
occurred over the last century. Henry
Ford installed the first moving assembly
line, indoor plumbing and home
electrification became standard, women
joined the work force, infant mortality
rates declined dramatically in many
parts of the world….
We could go on and
on, but instead we leave it to you to take
a few moments to reflect.
This is not to say that technological,
social, and health-related advancements
will not continue to occur over the next
century.4 However, it is fair to pose a
question about the marginal importance
of future advancement relative to the
past. Asked in a practical way, if you
had to make a choice between indoor
plumbing (from a hundred years ago) or
your smart phone (from a decade ago),
which one would you choose? Which
had a larger impact on society as a
whole? Can we expect the same financial
tailwinds from future advancements?
Only time will tell.
The Past Decade:
2005–2014
Moving to more recent times, the past
decade has seen ultra-low interest
rates, a housing bubble, the Global
Financial Crisis, the Great Recession,
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Page 2
. FUNDAMENTALS
18%
Figure 2. Rolling 10-Year Nominal Returns
for the 60/40 Portfolio
Let’s consider a simple model assuming
that returns are a function of starting
yields. More specifically, we model
each asset class with the following
premises:
1965 —1974
15%
60/40 Rolling 10-Year Return
January 2015
12%
• Sovereign bond returns are equal
9%
to the starting nominal yield, thus
assuming changes in interest
rates are offset by changes in the
reinvestment rate.
6%
3%
0%
• Credit returns are equal to the
-3%
starting nominal yield minus
credit losses.
Rolling 10-Yr Returns
Average
1 Std Dev
• Equity returns are the average
Source: Research Affiliates based on data from Robert Shiller and Bloomberg.
global unemployment at levels not
seen in decades, and now a slow and
geographically uneven global economic
expansion. With all that turmoil, surely
the 60/40 portfolio suffered mightily
during this time! Well, actually, no.
The
60/40 portfolio earned a respectable
annual nominal return of 7.2%, or 5%
real, over the past decade.
of the starting dividend yield
and the starting earnings yield
(Garland, 2004), higher than
dividend yield to account
for reinvestment of retained
earnings but lower than earnings
yield to account for dilution
(Bernstein and Arnott, 2003).
Looking Ahead Through
a Simple Lens
When
forming
focus
on
a
expectations,
10-year
we
investment
horizon because returns over shorter
• REIT returns are equal to the
horizons, say in any particular year, are
starting dividend yield.5
essentially random. As far as we can
• Commodity prices, proxied by
tell, humankind hasn’t figured out a way
short-term collateralized futures,
change with inflation and therefore the return is set equal to
expected inflation.
to reliably and consistently predict next
Surely if most global asset classes can
perform this well in light of the events
of the last 10 years, the future must be
bright!
year’s returns. But noise dissipates as
the horizon lengthens.
Figure 3.
Annualized Real Returns (2005–2014)
for Major Asset Classes*
8%
Real Annualized Return (in USD, 2005–2014)
Of course 60/40 equities and bonds is
not the only choice for investors these
days. What happens if we expand the
opportunity set? From Figure 3 we
can see that, on a real return basis, the
60/40 portfolio outperformed 9 of 16
core asset classes, many of which also
enjoyed relatively strong performance.
(Note that when we combine assets
classes into a single graph, as we do
here in Figure 3 and later in Figure 6, we
choose to display real returns because
investors’ objectives are more often real
than nominal.)
EM Equity
EM Hard
Currency Bonds
6%
60/40
U.S. Large
U.S.
Aggregate
TIPs
Global Dev Debt
REITs
U.S. Small
Long Treasuries
EM Local Bonds
4%
2%
High Yield
EAFE
EM Currency
Bank Loans
Short Treasuries
0%
-2%
-4%
Commodities
0%
5%
10%
15%
20%
25%
Volatility
*Inflation measured using U.S. CPI, non-seasonally adjusted.
Source: Research Affiliates based on data from Robert Shiller and Bloomberg, and FactSet.
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FUNDAMENTALS
January 2015
Do we have convincing evidence that
starting yields determine subsequent
returns? Yes. Figure 4 shows the
relationship between nominal returns
for U.S. fixed income indices versus
their starting bond yields.6 As we
suggested previously, the lower the
starting yield, the lower the subsequent
10-year return of the index. We can’t
look at this plot of returns and starting
yields and, knowing that we start today
with 2% bond yields, expect bonds to
provide over the next 10 years the 8%
return they provided over the past 50
years.
We know that 2% bond yields
means 2% bond returns.
18%
16%
Subsequent 10-Year Return
14%
12%
10%
8%
6%
4%
R² = 0.7925
2%
0%
0%
2%
4%
6%
8%
Starting Yield
Now, we have heard the arguments
claiming this time is different. The forces
of globalization may continue to propel
corporate profits to an ever-greater share
of economic output for a few more years
(Brightman, 2014). Quantitative easing
may continue to expand corporate cash
flow beyond profitable reinvestment
opportunities, facilitating financially
engineered growth in earnings per share
through an unprecedented quantity of
stock buybacks.
But these trends cannot
continue indefinitely and seem more
Figure 5. Equity Yields vs. Subsequent Real 10-Year Returns*
Subsequent 10-Year Return
20%
15%
12%
14%
16%
18%
likely to reverse than continue over a
10-year horizon.
Let’s take a look at the expected real
returns for a range of asset classes
using the simple and reliable model
assuming that starting yields predict
future returns.
Figure 6 shows the real
expected return for our 16 asset classes
using this approach.8
Another way to view these returns is
based on representative portfolios used
by investors. Table 3 presents three
common portfolios: the 60/40 portfolio
discussed earlier, an equal-weight
portfolio of all 16 asset classes, and a
mainstream institutional portfolio.9
Looking Ahead with More
Sophisticated Models
10%
5%
0%
R² = 0.3186
-5%
-10%
10%
*Barclays U.S. Aggregate for 1976–2014 and Barclays U.S.
Treasury Index for 1990–2014.
Source: Research Affiliates based on data from Bloomberg.
Turning our attention to stocks, we
find the same relationship: starting
yields determine future returns. Figure
5 displays the relationship between
real global 10-year equity returns7
(represented by the S&P 500, MSCI
EAFE, and MSCI Emerging Market
indices) and the average of the starting
dividend and trailing 12-month earnings
yields. To be sure, the relationship
between yields and returns is fuzzier
for stocks than bonds.
Yet we cannot
look at this plot and fail to discern a
relationship.
25%
Figure 4. Bond Valuations vs. Subsequent Nominal
10-Year Returns (1976–2014)*
0%
2%
4%
6%
8%
10%
12%
14%
16%
Average of Dividend Yield & Earnings Yield
*1915–2014 for the United States, 1969–2014 for Global Developed Markets, 1994–2014 for Emerging Markets.
Source: Research Affiliates based on data from Robert Shiller and Bloomberg.
Visitors to our asset allocation website
will notice that we employ a more
sophisticated approach to determining
expected returns for each asset
class.
This more formal methodology
takes into account various additional
considerations beyond the basic
valuation metrics. Nonetheless, the
results are similar.
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Page 4
. FUNDAMENTALS
January 2015
Figure 6. Simple Expected Real Returns
8%
leading to an expected return even lower
than the simple model predicted. We
expect the reverse in other markets that
Expected Real Return (in USD)
6%
are trading at relatively low Shiller P/E
EM Hard
Currency Bonds
EM Local Bonds
4%
2%
TIPs
EM Currency
0%
U.S. Aggregate
EAFE
High Yield
Long Treasuries
U.S.
Large
REITs
Commodities
Global Dev Debt
Please visit our asset allocation website10
to see our current expected returns across
U.S. Small
Short Treasuries
-2%
-4%
multiples.
EM Equity
Bank Loans
0%
a wide range of investible asset classes.
5%
10%
15%
20%
“
Humankind hasn’t
figured out a way to
reliably and consistently
predict next year’s
returns.
25%
Volatility
Source: Research Affiliates based on data from Robert Shiller, Bloomberg, and FactSet.
“
Table 3. Expected Real Returns (Simplified Approach)
Expected Real Return
Portfolio
60/40
1.2%
Equal Weight
1.6%
About Tomorrow
Institutional
1.8%
History is our guide for the future, but
we interpret the historical record in light
Source: Research Affiliates based on data from Robert Shiller, Bloomberg, and FactSet.
of the starting conditions.
With that in
One
important
refinement
is
the
expectation of slower global growth
going forward than we’ve experienced
historically. We won’t go into too much
detail here because our thoughts on GDP
growth are summarized in other articles
which can be found on our website
mind, let us go back to where we opened
by the average real EPS over the previous
10 years—U.S. equities are trading at
in this piece, with Fleetwood Mac, and
remind ourselves, “Don’t stop thinking
very high levels compared to history
and compared to other countries.
(The
horizontal axis labels specify the start
date for each country.) We expect P/E
multiples of U.S. stocks to contract,
(Masturzo and Mazzoleni, 2015). But
we will say that we expect global growth
to be greatly influenced by two factors:
the productivity impact of an aging
70
population and the need to deleverage
about tomorrow.” We do not share the
song’s confidence that “it’ll be better than
before.” But, certainly, “yesterday’s gone,
yesterday’s gone.”
Figure 7.
Shiller P/E for Developed Equity Markets vs.
Historical Ranges (Start Dates to 2014)
60
the world have accumulated.
A further consideration is changes in
valuations. Our expectations of valuation
changes affect all asset classes, but are
especially noticeable in U.S. equities.
Figure 7 shows that on a Shiller P/E
basis—the real price of the index divided
50
Shiller P/E Range
the enormous debts that nations around
48.8
40
30
20
26.6
24.5
19.4
10
16.0
13.8
16.1
11.5
9.4
0
Australia
U.S.
U.S.
Large–Cap Small–Cap (1969)
(1871)
(1978)
Canada
(1969)
France
(1971)
22.7
19.4
18.6
Germany Hong Kong
(1969)
(1981)
Italy
(1984)
Japan
(1969)
Spain
(1980)
12.3
Sweden Switzerland United
(1969)
(1969)
Kingdom
(1969)
Source: Research Affiliates based on data from Robert Shiller and MSCI.
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FUNDAMENTALS
Endnotes
1.
2.
3.
4.
5.
6.
7.
January 2015
Expected inflation is based on the U.S. 10-year break-even inflation rate
as of November 2014. Foreign exchange returns are assumed to be zero,
a parsimonious approach indeed.
9. The institutional portfolio is 30% U.S. Large Cap Equity, 24% EAFE
Equity, 6% EM Equity, 5% Commodities, 5% TIPS, 4% High Yield, 3%
Bank Loans, 3% EM Local Bonds, 10% U.S.
Core Bonds, 5% Long Treasuries, and 5% Foreign Developed Debt.
10. www.researchaffiliates.com/AssetAllocation.
8.
We leave it up to you to decide if there is any causation between Mr.
Clinton’s election as president (or, indeed, Al Gore’s as vice president)
and the subsequent Internet revolution.
Fans of the “Back to the Future” movies will recall the “flux capacitor” as
the piece of technology that makes time travel possible.
In this case the 60/40 portfolio contains 60% S&P 500 Index (total
return) and 40% 10-year constant maturity U.S. Treasuries because the
more commonly used Barclays U.S. Aggregate Index did not exist until
the 1970s.
Although we hold out hope that in the next 50 years someone figures out
how to upload human consciousness or discovers the Fountain of Youth,
we’re not holding our breath.
A slightly more complicated model could include an average of dividend
yield and Adjusted Funds from Operations (AFFO), but let’s keep things
basic for now.
The scatter plot we display for bonds is nominal because bonds provide
nominal returns: Nominal bond yields correspond to nominal returns.
The scatter plot we show for equities is real because equities are real
assets: Equity yields correspond to real returns.
References
Bernstein, William J., and Robert D.
Arnott. 2003. “Earnings Growth: The
Two Percent Dilution,” Financial Analysts Journal, vol.
59, no. 5 (September/
October):47–55.
Brightman, Chris. 2014.
“The Profits Bubble.” Research Affiliates (January).
Garland, James P. 2004. “The Fecundity of Endowments and Long-Duration
Trusts,” Economics and Portfolio Strategy (September 15).
Masturzo, James, and Michele Mazzoleni.
2015. “GDP Growth: Cutting
Through the Noise.” Research Affiliates (January).
Disclosures
The material contained in this document is for general information purposes only. It is not intended as an offer or a solicitation for the purchase and/or sale of any security, derivative,
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results may differ.
Index returns represent back-tested performance based on rules used in the creation of the index, are not a guarantee of future performance, and are not indicative
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Errors may exist in data acquired from
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