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 http://global.morningstar.com/Morningstarmagazine

Table of Contents for the Digital Edition of Morningstar Magazine - October/November 2016

Contents
Morningstar Magazine - October/November 2016 - Cover1
Morningstar Magazine - October/November 2016 - Cover2
Morningstar Magazine - October/November 2016 - 1
Morningstar Magazine - October/November 2016 - 2
Morningstar Magazine - October/November 2016 - Contents
Morningstar Magazine - October/November 2016 - 4
Morningstar Magazine - October/November 2016 - 5
Morningstar Magazine - October/November 2016 - 6
Morningstar Magazine - October/November 2016 - 7
Morningstar Magazine - October/November 2016 - 8
Morningstar Magazine - October/November 2016 - 9
Morningstar Magazine - October/November 2016 - 10
Morningstar Magazine - October/November 2016 - 11
Morningstar Magazine - October/November 2016 - 12
Morningstar Magazine - October/November 2016 - 13
Morningstar Magazine - October/November 2016 - 14
Morningstar Magazine - October/November 2016 - 15
Morningstar Magazine - October/November 2016 - 16
Morningstar Magazine - October/November 2016 - 17
Morningstar Magazine - October/November 2016 - 18
Morningstar Magazine - October/November 2016 - 19
Morningstar Magazine - October/November 2016 - 20
Morningstar Magazine - October/November 2016 - 21
Morningstar Magazine - October/November 2016 - 22
Morningstar Magazine - October/November 2016 - 23
Morningstar Magazine - October/November 2016 - 24
Morningstar Magazine - October/November 2016 - 25
Morningstar Magazine - October/November 2016 - 26
Morningstar Magazine - October/November 2016 - 27
Morningstar Magazine - October/November 2016 - 28
Morningstar Magazine - October/November 2016 - 29
Morningstar Magazine - October/November 2016 - 30
Morningstar Magazine - October/November 2016 - 31
Morningstar Magazine - October/November 2016 - 32
Morningstar Magazine - October/November 2016 - 33
Morningstar Magazine - October/November 2016 - 34
Morningstar Magazine - October/November 2016 - 35
Morningstar Magazine - October/November 2016 - 36
Morningstar Magazine - October/November 2016 - 37
Morningstar Magazine - October/November 2016 - 38
Morningstar Magazine - October/November 2016 - 39
Morningstar Magazine - October/November 2016 - 40
Morningstar Magazine - October/November 2016 - 41
Morningstar Magazine - October/November 2016 - 42
Morningstar Magazine - October/November 2016 - 43
Morningstar Magazine - October/November 2016 - 44
Morningstar Magazine - October/November 2016 - 45
Morningstar Magazine - October/November 2016 - 46
Morningstar Magazine - October/November 2016 - 47
Morningstar Magazine - October/November 2016 - 48
Morningstar Magazine - October/November 2016 - 49
Morningstar Magazine - October/November 2016 - 50
Morningstar Magazine - October/November 2016 - 51
Morningstar Magazine - October/November 2016 - 52
Morningstar Magazine - October/November 2016 - 53
Morningstar Magazine - October/November 2016 - 54
Morningstar Magazine - October/November 2016 - 55
Morningstar Magazine - October/November 2016 - 56
Morningstar Magazine - October/November 2016 - 57
Morningstar Magazine - October/November 2016 - 58
Morningstar Magazine - October/November 2016 - 59
Morningstar Magazine - October/November 2016 - 60
Morningstar Magazine - October/November 2016 - 61
Morningstar Magazine - October/November 2016 - 62
Morningstar Magazine - October/November 2016 - 63
Morningstar Magazine - October/November 2016 - 64
Morningstar Magazine - October/November 2016 - 65
Morningstar Magazine - October/November 2016 - 66
Morningstar Magazine - October/November 2016 - 67
Morningstar Magazine - October/November 2016 - 68
Morningstar Magazine - October/November 2016 - 69
Morningstar Magazine - October/November 2016 - 70
Morningstar Magazine - October/November 2016 - 71
Morningstar Magazine - October/November 2016 - 72
Morningstar Magazine - October/November 2016 - 73
Morningstar Magazine - October/November 2016 - 74
Morningstar Magazine - October/November 2016 - 75
Morningstar Magazine - October/November 2016 - 76
Morningstar Magazine - October/November 2016 - 77
Morningstar Magazine - October/November 2016 - 78
Morningstar Magazine - October/November 2016 - 79
Morningstar Magazine - October/November 2016 - 80
Morningstar Magazine - October/November 2016 - 81
Morningstar Magazine - October/November 2016 - 82
Morningstar Magazine - October/November 2016 - 83
Morningstar Magazine - October/November 2016 - 84
Morningstar Magazine - October/November 2016 - 85
Morningstar Magazine - October/November 2016 - 86
Morningstar Magazine - October/November 2016 - 87
Morningstar Magazine - October/November 2016 - 88
Morningstar Magazine - October/November 2016 - 89
Morningstar Magazine - October/November 2016 - 90
Morningstar Magazine - October/November 2016 - 91
Morningstar Magazine - October/November 2016 - 92
Morningstar Magazine - October/November 2016 - 93
Morningstar Magazine - October/November 2016 - 94
Morningstar Magazine - October/November 2016 - 95
Morningstar Magazine - October/November 2016 - 96
Morningstar Magazine - October/November 2016 - Cover3
Morningstar Magazine - October/November 2016 - Cover4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2024q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2023q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2022q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2021q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q4
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q3
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q2
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2020q1
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019winter
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019fall
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019summer
https://www.nxtbook.com/nxtbooks/morningstar/magazine_2019spring
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20191201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20181011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20180203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20181201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20171011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20170203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20171201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20161011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20160203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20161201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20151011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20150203
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20151201
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20141011
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140809
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140607
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140405
https://www.nxtbook.com/nxtbooks/morningstar/magazine_20140203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20141201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20131011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20130203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20131201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20121011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120405
https://www.nxtbook.com/nxtbooks/morningstar/investorconference2012
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20120203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20121201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20111011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20110203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20111201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20101011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100809_lincoln
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100607_lincoln
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100405_lincoln
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20100203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20101201
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20091011
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090809
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090607
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090405
https://www.nxtbook.com/nxtbooks/morningstar/advisor_20090203
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008fall
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008summer
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007spring
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007fall
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2007summer
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008spring
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008catalog
https://www.nxtbook.com/nxtbooks/morningstar/advisor_2008winter
https://www.nxtbookmedia.com