Morningstar Magazine - October/November 2016 - 57
EXHIBIT 2
What E X H I B I T 1 doesn't adequately depict is the
cyclicality of these factors' performance.
While each of the factor variants of the MSCI
World Index delivered better absolute-
and in most cases risk-adjusted-performance
relative to their parent benchmark during
the period in question, it was not smooth sailing.
This is apparent in E X H I B I T 2 , which is the
"periodic table" of these factor indexes' calendaryear returns during the past 10 years.
Each of these factors has and will continue
to experience its own unique cycles. Stretches of
market-beating performance will inevitably
be followed by prolonged droughts. For example,
as I discussed in "Value Investors Are Vexed"
in the January ETFInvestor, the value premium is in
the midst of a decade-plus dry spell during which
it has lagged growth by a wide margin. Value
has been missing for so long that it's likeness is
being printed on the back of milk cartons.
But Factors Are Cyclical A stretch of good performance inevitably will be followed
by droughts.
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
27.92
19.43
-29.68
41.35
17.70
7.29
16.34
29.66
11.37
5.16
25.59
16.22
-33.84
34.26
16.11
4.21
16.07
27.92
8.45
4.06
22.99
9.04
-37.49
32.56
15.78
3.89
15.83
27.06
6.55
3.71
21.61
6.53
-40.20
32.47
12.03
3.84
14.08
26.68
6.15
-0.55
20.49
6.35
-40.71
31.89
11.76
-3.37
13.60
25.95
4.94
-0.87
20.07
5.99
-42.24
29.99
11.27
-5.54
13.05
23.25
2.94
-1.51
18.74
5.82
-42.95
16.43
10.70
-8.73
12.24
21.91
2.48
-3.20
16.21
5.52
-42.98
14.21
6.29
-9.75
8.06
18.61
2.36
-4.11
p MSCI World Equal Weighted NR USD
p MSCI World High Dividend Yield NR USD
p MSCI World Minimum Volatility NR USD
p MSCI World Momentum NR USD
p MSCI World Quality NR USD
p MSCI World Risk Weighted NR USD
p MSCI World Value Weighted NR USD
p MSCI World NR USD
Source: Morningstar.
One data point I have included in E X H I B I T 1 that
is also useful as a crude proxy for this cyclicality is
each factor variant's tracking error relative
to the cap-weighted MSCI World Index. The idea
here is that the further, on average, the
performance of each factor index strays from that
of its parent, the more discomfort an investor
might experience. If past behavior is any guide
(I think it is), then discomfort will often lead
investors to abandon sound strategies at precisely
the wrong time.
Owning a proven factor on a stand-alone basis
has the potential to deliver better risk-adjusted
returns relative to owning the market, but
it's hardly a free lunch. Bouts of underperformance
can lead to buyer's remorse, which in turn can
create the very real risk of bad investor behavior.
EXHIBIT 3
Getting the Chemistry Right As these trailing correlations show, some factors are
better complements to each other than others.
1
2
3
4
5
6
7
MSCI World Minimum Vol (USD) NR USD
MSCI World Quality NR USD
0.88
MSCI World Momentum NR USD
0.84
0.87
MSCI World Risk Weighted NR USD
0.94
0.91
0.88
MSCI World NR USD
0.91
0.97
0.88
0.96
MSCI World Equal Weighted NR USD
0.89
0.91
0.86
0.99
0.97
MSCI World High Dividend Yield NR USD
0.94
0.92
0.84
0.95
0.95
0.93
0.9
0.94
0.85
0.97
0.99
0.98
MSCI World Value Weighted NR USD
0.96
Source: Morningstar. Data from 07/01/2001 to 06/30/2016.
Better Together
Value, momentum, size, quality, low volatility,
and dividends are members of my factor "A-Team."
In my mind, value and momentum are the
John "Hannibal" Smith and Bosco Albert "B.A."
Baracus of factors. The former is the battle-tested
leader of the group, cool under pressure and
known to enjoy "cigar butts." The latter is known
for being unpredictable and having a short fuse.
Each member of this factor A-Team contributes its
own unique and complementary talents in a team
setting. The key to getting the chemistry right
is sensible diversification-pairing factors that zig
with teammates that zag under a given set
of market conditions.
E X H I B I T 3 is a correlation matrix that shows
the trailing 15-year correlations among the factor
variants of the MSCI World Index that are
also featured in the first two exhibits. It is apparent
that some factors, measured strictly in terms
of their historical correlations, are better
complements than others. Value and momentum
are like peanut butter and jelly. Meanwhile,
value and dividend yield are like peanut butter and
cashew butter.
global.morningstar.com/Morningstarmagazine
57
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