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3 December 2018 | 12:01AM EST

A TMT investor’s guide to Growth and Value

After two years of steady outperformance – and increasingly concentrated investor positioning – TMT Growth stocks have sharply underperformed their Value peers during the past few months. To help understand whether this is a buying opportunity or the beginning of an extended period of Value outperformance, we study the performance of Growth vs. Value within S&P 500 TMT since 1990. Five lessons:

Ben Snider

+1(212)357-1744 | ben.snider@gs.com Goldman Sachs & Co. LLC

David J. Kostin

+1(212)902-6781 | david.kostin@gs.com Goldman Sachs & Co. LLC

Arjun Menon, CFA

+1(212)902-9693 | arjun.menon@gs.com Goldman Sachs & Co. LLC

1.Growth and Value stocks outperform in cycles. These cycles typically last 12 months and amount to 30 percentage points of outperformance, although the recent Growth outperformance cycle has been substantially stronger.

2.Sharp rotations from TMT Growth to Value are not uncommon. The recent 14 pp Growth underperformance falls short of the median calendar year drawdown of

17pp since 1990. These drawdowns carry little signal for forward returns.

3.From a macro perspective, the key driver of Growth vs. Value performance is the pace of economic growth. Growth stocks fare best when economic growth is healthy but modest. Value stocks outperform alongside major GDP accelerations and decelerations. Value stocks also outperform when interest rates move sharply, but otherwise exhibit a weaker relationship with rates than most investors believe.

4.The valuation spread between TMT Growth and Value stocks has historically carried little signal for future returns. However, TMT Growth stocks currently carry their largest premium over Value stocks outside of the Tech Bubble.

5.Earnings revisions exhibit a clear historical relationship with TMT Growth vs. Value returns. The recent underperformance of Growth stocks coincided with a negative shift in earnings expectations. Going forward, the path of earnings growth will be a key determinant of Growth stock outor underperformance.

Today, the near-term outlook for pure Growth and Value strategies is muddy.

Instead, we recommend a more selective approach that tilts toward companies with

steady secular growth and improving earnings expectations while avoiding stocks

with extremely elevated valuations.

Ryan Hammond

+1(212)902-5625 | ryan.hammond@gs.com Goldman Sachs & Co. LLC

Cole Hunter, CFA

+1(212)357-9860 | cole.p.hunter@gs.com Goldman Sachs & Co. LLC

Nicholas Mulford

+1(212)357-6308 | nicholas.mulford@gs.com Goldman Sachs & Co. LLC

Goldman Sachs does and seeks to do business with companies covered in its research reports. As a result, investors should be aware that the firm may have a conflict of interest that could affect the objectivity of this report. Investors should consider this report as only a single factor in making their investment decision. For Reg AC certification and other important disclosures, see the Disclosure Appendix, or go to www.gs.com/research/hedge.html. Analysts employed by non-US affiliates are not registered/qualified as research analysts with FINRA in the U.S.

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TMT Growth vs. Value in 5 lessons

In this report we examine the performance of S&P 500 TMT Growth vs. Value since 1990 and highlight five key lessons to help investors identify the determinants of performance going forward.

1.Growth and Value alternate outperformance in cycles. In general, these cycles last 12 months and amount to 30 percentage points of outperformance. During the last five years, however, Growth has benefited from two distinct outperformance cycles, each of which lasted longer and amounted to a larger magnitude of outperformance than usual.

2.Sharp rotations from Growth to Value are not uncommon. Since 1990 the median calendar year has included a TMT Growth vs. Value drawdown of 17 percentage points, larger than the 14 pp underperformance suffered by Growth stocks during the past few months. These drawdowns do not always signal the end of Growth outperformance cycles, but neither do they consistently represent opportunities to buy the dip.

3.From a macro perspective, the key driver of TMT Growth vs. Value performance is the pace of economic growth. When economic growth is healthy but modest, investors allocate a scarcity premium to stocks able to generate strong idiosyncratic growth. When the pace of economic growth changes sharply, however, Value stocks tend to outperform; they fall less as the economy descends into recession and rise more as the economy accelerates in recovery. Sharp moves in interest rates also tend to spur Value outperformance, but rates are much less relevant to Growth vs. Value returns than most investors believe.

4.Valuations are also less important for TMT Growth vs. Value performance than many investors believe. In contrast to equity market-wide Growth vs. Value performance, the dispersion of valuation multiples has historically provided little signal for future TMT Growth vs. Value returns. However, today’s valuation spread between TMT Growth and Value stocks is the largest outside of the Tech Bubble. Then, extreme Growth stock valuations preceded a period of Value outperformance that lasted nearly three years.

5.In contrast to valuations, earnings revisions have exhibited a clear historical relationship with TMT Growth vs. Value returns. Put simply, when the earnings growth outlook for Growth stocks is improving more than the outlook for Value stocks, Growth stocks outperform. The recent sell-off in TMT Growth stocks coincided with a negative turn in earnings revisions, and the path of earnings will likely be the key driver of TMT Growth vs. Value performance going forward.

In recent years we have consistently recommended that investors focus on firms with strong growth and deprioritize stock valuations in their selection processes. Today, the backdrop of decelerating economic and earnings growth would typically support further Growth stock outperformance. However, extremely elevated valuations, concentrated investor positioning, and recent earnings weakness complicate the picture.

Rather than pure Growth or Value strategies, the current environment supports a more selective approach. We recommend investors tilt toward companies with steady secular

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growth as well as other “quality” attributes like strong balance sheets and high pricing power. At the same time, investors should return their focus to valuations and avoid stocks with extremely elevated multiples. Earnings revisions have historically been a key determinant of performance, and fundamental analysis looks particularly important today.

For the purposes of this report, we examine the performance of Growth and Value by tracking portfolios of equal-weighted S&P 500 TMT stocks. Each of these portfolios is rebalanced monthly to contain quartiles of stocks selected using a combination of trailing and forward growth and valuation metrics. We define the TMT universe to include the current GICS Information Technology and Communication Services sectors and the equivalent historical categorizations prior to the recent GICS reclassification.

Appendix A provides a detailed explanation of how we define Growth and Value for the purposes of this analysis and compares performance with other measures such as the Russell Growth and Value indices.

Appendix B contains a list of the 20 largest S&P 500 TMT stocks currently ranking in the top quartile of Growth and the 20 largest ranking as Value.

Appendix C shows how companies move between Growth and Value by tracking the growth rankings of the largest TMT stocks at various points in history through subsequent years.

Appendix D contains a list of “GARP” stocks that currently rank in the top half of S&P 500 TMT stocks based on growth and also the bottom half based on valuations.

Exhibit 1: The 15 largest S&P 500 TMT stocks and their current quartile rankings as Growth and Value

First quartile for Growth indicates fastest growth; first quartile for Value indicates lowest valuation

 

 

Mkt

YTD

Growth

 

Valuation

 

 

Trailing

Cons 2019

 

Fwd

EV/

Company

Ticker

cap (bn)

return

sales

earnings

 

P/E

EBITDA

3m revision

Current quartile

to cons.

(1=highest)

2019 EPS

Growth

Value

 

 

Netflix Inc.

NFLX

$126

50 %

37 %

55 %

86x

15x

(4.3)%

 

1

4

 

 

 

Adobe Inc.

ADBE

122

42

24

17

32

38

3.8

 

1

4

 

 

 

Microsoft Corp.

MSFT

845

31

16

14

25

15

3.3

 

2

3

 

 

 

Mastercard Inc.

MA

202

31

21

17

27

20

0.4

 

1

4

 

 

 

Cisco Systems Inc.

CSCO

216

27

5

13

15

11

1.8

 

3

2

 

 

 

Visa Inc.

V

247

23

12

16

26

13

(0.0)

 

1

3

 

 

 

Verizon Communications

VZ

246

18

5

1

13

8

(0.8)

 

4

2

 

 

 

Walt Disney

DIS

173

9

8

3

16

11

(1.1)

 

4

2

 

 

 

Apple Inc.

AAPL

867

8

16

12

13

10

(1.2)

 

2

2

 

 

 

Intel Corp.

INTC

220

6

12

1

11

7

6.8

 

4

1

 

 

 

Alphabet Inc.

GOOGL

662

4

24

11

24

12

(1.3)

 

2

3

 

 

 

Oracle Corp.

ORCL

191

3

4

8

14

10

0.4

 

4

2

 

 

 

Comcast Corp.

CMCSA

180

0

5

9

15

8

0.1

 

2

1

 

 

 

AT&T Inc.

T

222

(17)

2

3

9

6

0.5

 

3

1

 

 

 

Facebook Inc.

FB

334

(21)

42

1

19

10

(10.3)

 

2

2

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

S&P 500 TMT median

 

$23

6 %

9 %

9 %

17x

13x

(0.2)%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Source: FactSet, Goldman Sachs Global Investment Research

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Growth and Value outperform in cycles

The horse race between TMT Growth and Value stocks has been remarkably

evenly matched. Since 1990, TMT Growth stocks have outperformed Value stocks in 49% of months and 54% of quarters. However, the periods of Growth and Value outperformance each fall into cycles. These cycles are also fairly even, both in duration and magnitude. Exhibit 4 shows the 10 Growth outperformance cycles and 10 Value outperformance cycles since 1990, which each have typically lasted for roughly 12 months and 30 percentage points of outperformance.

Exhibit 2: Growth and Value outperform in cycles

Exhibit 3: Indexed TMT Growth vs. Value performance

100 pp

 

 

 

 

 

 

140

 

 

 

 

 

 

 

80 pp

 

 

 

 

Growth

 

 

 

 

 

 

 

 

 

 

 

 

 

outperforming

 

130

S&P 500 TMT

 

 

 

 

 

 

 

 

 

 

 

 

 

Growth

 

 

 

 

 

 

 

 

 

 

Growth vs. Value

 

 

 

 

60 pp

 

 

TMT Growth vs. Value

 

120

indexed

 

 

outperforming

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

performance

 

 

 

 

 

40 pp

 

 

Rolling 12-month return

 

 

 

 

 

 

 

 

 

 

 

 

 

110

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

20 pp

 

 

 

 

 

 

 

 

 

 

 

 

 

 

0 pp

 

 

 

 

 

 

100

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(20)pp

 

 

 

 

 

 

90

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(40)pp

 

 

 

 

 

 

80

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(60)pp

 

 

 

 

Value

 

70

 

 

 

 

Growth

 

 

 

 

 

 

 

 

 

 

 

 

 

outperformance

 

 

Recession

 

 

 

outperforming

 

 

 

 

 

 

 

(80)pp

 

 

 

 

 

 

 

 

 

cycles

 

 

 

 

 

 

 

 

60

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

1990

1995

2000

2005

2010

2015

2020

 

 

 

 

 

 

 

2004

2006

2008

2010

2012

2014

2016

2018

 

 

 

 

 

 

 

Source: Goldman Sachs Global Investment Research

Source: Goldman Sachs Global Investment Research

The most recent cycle of Growth stock outperformance has been more extended

than usual. Between September 2016 and July 2018, S&P 500 TMT Growth stocks outperformed Value stocks by nearly 50 percentage points, more than any cycle outside of the stretch from the end of 1997 to early 2000. Although it is too soon to know whether this most recent cycle has ended, the current stretch of 26 months would match the length of the cycle in the late 1990s and fall eight months short of the record-long stretch of Growth stock outperformance from mid-2013 through early 2016.

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Exhibit 4: Recent Growth outperformance cycle has been longer than average

GROWTH outperformance cycles

 

 

Cycle

Growth

Cycle dates

length

vs. Value

Start

End

(months)

return

Apr-92

Feb-94

22

46 pp

Jun-94

Jul-95

13

34

Jul-96

Jul-97

12

23

Dec-97

Feb-00

26

112

Oct-02

Nov-03

13

42

Aug-04

Mar-06

19

31

May-07

Apr-08

11

24

Jan-10

Feb-11

13

23

Jan-12

Nov-12

10

18

Jun-13

Apr-16

34

30

 

 

 

Growth cycle median

13

30 pp

Sep-16

Current

26

33 pp

VALUE outperformance cycles

 

 

Cycle

Value

Cycle dates

length

vs. Growth

Start

End

(months)

return

Feb-94

Jun-94

4

13 pp

Jul-95

Jul-96

12

34

Jul-97

Dec-97

5

42

Feb-00

Oct-02

32

299

Nov-03

Aug-04

9

29

Mar-06

May-07

14

41

Apr-08

Jan-10

21

25

Feb-11

Jan-12

11

13

Nov-12

Jun-13

7

19

Apr-16

Sep-16

5

10

 

 

 

Value cycle median

10

27 pp

Source: Goldman Sachs Global Investment Research

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Growth vs. Value corrections are not unusual

Between late July and mid-November TMT Growth stocks underperformed Value stocks by 14 percentage points. This drawdown propelled the latest wave of proclamations by market observers that investors should rotate their portfolios and expect the beginning of a new Value outperformance cycle.

What the commentators overlook, however, is that such Growth vs. Value drawdowns are a regular occurrence and that the most recent episode is not exceptional in a historical context. Since 1990, TMT Growth stocks have experienced a stretch of underperformance relative to Value stocks averaging 17 percentage points each year. During the current economic cycle the typical annual drawdown has been a more moderate 11 percentage points. These drawdowns include a 10 pp episode in November-December 2017, a stretch of 12 pp underperformance between May and August of 2016, and a 6 pp drawdown in 3Q 2015.

Exhibit 5: Recent drawdown of TMT Growth stocks is not unusual

Exhibit 6: In the typical year Growth stocks lag Value by 17 pp at

 

some point

180

Growth

 

 

 

 

 

 

 

170

outperforming

 

 

 

 

 

 

 

160

TMT Growth vs. Value

 

 

 

 

 

150

indexed performance

 

 

140

 

 

2017

2018

 

 

-14pp

 

 

2016

-10pp

130

 

 

 

 

 

 

-12pp

 

 

 

 

 

 

120

 

 

 

 

110

 

 

 

 

 

2015 max

 

 

 

100

drawdown

 

 

 

 

-6pp

 

 

 

90

 

 

 

 

2015

2016

2017

2018

2019

0 pp

 

 

 

 

 

(10)pp

 

 

 

 

 

 

 

 

 

 

(14)

(20)pp

 

 

 

Median since 1990 =

 

 

 

 

 

17 pp

(30)pp

 

 

 

 

 

(40)pp

 

 

 

 

 

 

 

 

TMT Growth vs. Value

(50)pp

 

 

maximum calendar year

 

 

 

drawdown

 

 

 

 

(60)pp

 

 

 

 

 

(70)pp

 

 

 

 

 

1990

1995

2000

2005

2010

2015

Source: Goldman Sachs Global Investment Research

Source: Goldman Sachs Global Investment Research

Unfortunately for investors, historical Growth vs. Value drawdowns give little indication of what to expect going forward. Following 16 other Growth vs. Value corrections since 1990, Growth stocks went on to outperform in exactly half of subsequent six-month periods. In the other half of episodes Value stocks outperformed.

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Exhibit 7: No clear pattern following Growth stock drawdowns

S&P 500 TMT Growth vs. Value corrections and subsequent performance

 

Date of 10pp+

Return following -10pp threshold

 

Subseq. 6m trough

 

 

correction

1-mo

3-mo

6-mo

 

Add’l decline

Days

 

 

Sep. 1993

8 pp

0 pp

16 pp

 

(1)pp

54

 

 

Oct. 1995

3

(15)

(12)

(23)

71

 

 

Feb. 1997

(4)

10

14

(7)

14

 

 

Sep. 1997

(10)

(23)

(21)

(25)

56

 

 

Apr. 1999

1

8

11

(6)

1

 

 

Mar. 2000

(14)

(8)

(5)

(19)

47

 

 

Feb. 2004

(1)

0

(12)

(16)

119

 

 

May. 2006

(7)

(16)

(18)

(20)

118

 

 

Nov. 2007

10

6

9

(2)

52

 

 

Sep. 2008

(12)

(10)

(3)

(15)

25

 

 

Aug. 2011

5

5

(2)

(6)

119

 

 

Jun. 2012

6

10

10

0

0

 

 

Mar. 2013

(0)

(3)

(3)

(8)

70

 

 

Mar. 2014

(1)

2

1

(5)

22

 

 

Aug. 2016

0

2

4

(2)

4

 

 

Dec. 2017

3

9

16

0

0

 

 

 

 

 

 

 

 

 

 

 

Average

(1)pp

(1)pp

0 pp

 

(10)pp

48

 

 

Median

(0)

1

(0)

(7)

50

 

 

 

 

 

 

 

 

 

 

Source: Goldman Sachs Global Investment Research

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Macro drivers of TMT Growth vs. Value returns

From a macro perspective, the most important driver of TMT Growth vs. Value performance is economic growth. Growth stocks typically fare best when economic activity is moderate and stable or slowing. In these environments, investors allocate a scarcity premium to firms able to generate growth without the help of a strong economy.

Examining the performance of TMT Growth vs. Value alongside the ISM Manufacturing index makes this dynamic clear. Since 1990, Growth stocks have fared best relative to Value stocks when the ISM has ranged between 53-58, indicating healthy economic expansion, while Value stocks have fared best alongside ISM readings that were weak (<52) or exceptionally strong (>58). Similarly, the best phase of the business cycle for Growth stocks, as measured by the ISM, has been when the index was between its peak and 50, indicating a backdrop of positive but decelerating economic growth. The ISM Manufacturing index most recently registered a 57.7 reading for October, having apparently peaked at 61.3 in August.

Exhibit 8: TMT Growth vs. Value performance and ISM level

Exhibit 9: Growth stocks fare best when economic growth is

 

positive but decelerating

1.0 pp

 

 

 

 

0.6 pp

 

 

 

 

 

Growth

 

 

 

0.4 pp

Growth

 

0.3 %

 

outperforming

 

0.5 %

 

outperforming

 

 

0.5 pp

 

 

 

0.2 pp

 

 

 

 

 

0.3 %

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

0.0 pp

 

 

 

 

0.0 pp

 

 

 

 

(0.2)pp

(0.4)%

(0.1)%

 

 

 

 

 

 

 

(0.4)pp

 

 

 

 

 

 

 

(0.3)%

 

 

 

 

(0.5)pp

 

 

 

(0.6)pp

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(0.6)%

Median monthly TMT

 

(0.8)pp

Median monthly TMT

 

 

(1.0)pp

 

Growth vs. Value return

 

 

 

 

 

by ISM level

 

(1.0)pp

Growth vs. Value return

 

 

(1.0)%

 

 

 

 

 

 

 

 

 

by ISM cycle phase

 

(1.2)%

 

 

 

 

 

(1.2)pp

 

 

 

 

 

 

 

 

 

 

(1.5)pp

 

 

 

 

(1.4)pp

 

 

 

 

<50

50 - 52

53-55

56-58

>58

Trough to 50

50 to peak

Peak to 50

50 to trough

 

 

 

 

 

 

 

 

 

ISM level range

 

 

 

 

ISM cycle phase

 

Source: ISM, Goldman Sachs Global Investment Research

 

 

Source: ISM, Goldman Sachs Global Investment Research.

 

Comparing TMT Growth vs. Value returns with other measures of macro growth tells a similar story. During the last 30 years, TMT Growth stocks have outperformed Value stocks the most when our economists’ US Current Activity Indicator, a monthly tracker of economic activity, indicated a real pace of growth between 1% and 3%.

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Exhibit 10: The ISM cycle appears to have peaked

Exhibit 11: Investors reward growth stocks in mediocre economic

 

growth environments

70

 

 

 

 

 

 

1.5%

 

 

 

 

 

ISM manufacturing index

 

 

 

 

 

 

 

Growth

65

 

 

 

 

 

 

1.0%

 

0.7

outperforming

 

61

 

 

61

 

 

61

 

 

 

 

59

 

59

 

 

 

 

 

60

 

58

 

58

0.5%

 

 

0.2

 

 

58

 

 

 

 

 

 

 

 

 

 

 

 

58

 

 

 

 

55

 

 

 

 

 

 

0.0%

 

 

 

 

50

 

 

 

 

 

 

(0.5)%

 

 

 

(0.1)

 

 

 

 

 

 

 

TMT Growth vs. Value

 

 

 

 

 

 

 

 

 

 

 

45

 

 

 

 

 

 

(1.0)%

 

median quarterly return

 

 

 

 

 

 

 

 

and US economic growth

 

 

 

 

 

 

 

 

 

40

 

 

 

 

 

 

(1.5)%

(1.5)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

35

 

 

 

 

 

 

(2.0)%

0% to 1%

1% to 2%

2% to 3%

>3%

 

 

 

 

 

 

 

 

30

 

 

 

 

 

 

 

 

Quarterly real US economic growth

 

1985

1990

1995

2000

2005

2010

2015

2020

 

 

 

 

Source: ISM, Goldman Sachs Global Investment Research

 

 

Source: Goldman Sachs Global Investment Research

 

 

History lies at odds with the perception of most investors that rising interest rates benefit Value stocks. Conceptually, investors argue that rising discount rates should be particularly harmful for growth stocks because so much of their expected cash flows lie far into the future. However, historical correlations show a different story.

Surprisingly, the performance of TMT Growth vs. Value has typically exhibited a weak but positive correlation with US interest rates, meaning more often than not Growth stocks have outperformed alongside rising interest rates. This relationship is evident using both short-term and long-term interest rates, both in nominal and real (inflation-adjusted) terms. The exception is the inverse relationship with the Treasury yield curve slope, indicating that Value stocks have historically outperformed when the yield curve steepens, although this correlation was particularly weak.

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Exhibit 12: Growth generally outperforms alongside rising rates, but the relationship is weak

Correlations of weekly returns during the last 15 years

0.15

Correlation with TMT

TMT Growth typically

outperforms Value

Growth vs. Value

as macro variable rises

0.10

0.05

0.00

(0.05)

Real 10-year

Nominal 2-year

Nominal 10-year

Trade-weighted

Treasury yield

Treasury yields

Treasury yields

Treasury yields

US dollar

curve slope

Source: Goldman Sachs Global Investment Research

One exception to the pattern is during periods when interest rates move sharply. Value stocks typically outperform when 10-year US Treasury yields rise or fall by more than 20 basis points in a month. However, rather than the interest rates driving performance, it seems likely that the sharp moves in rates accompany a sharp market adjustment in expected economic growth, reflecting the strong relationship between Growth vs. Value performance and the economy discussed above.

Exhibit 13: TMT Growth vs. Value performance and interest rates

Exhibit 14: Value typically outperforms when rates move sharply

150

 

6%

0.6 %

 

 

 

 

 

 

140

 

 

0.5 %

 

 

 

Value outperforming

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

TMT Growth vs. Value

5%

0.4 %

TMT Value vs. Growth

 

 

 

130

median monthly return

 

 

 

indexed performance

 

 

 

 

 

 

 

0.3 %

vs. changes in 10-year

 

 

 

 

(left axis)

 

 

 

 

120

 

 

US Treasury yields

 

 

 

 

 

0.2 %

 

 

 

 

 

4%

 

 

 

 

 

 

110

 

 

 

 

 

 

 

 

 

 

0.1 %

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

100

 

3%

0.0 %

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

90

 

 

(0.1)%

 

 

 

 

 

 

80

 

2%

(0.2)%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(0.3)%

 

 

 

 

 

 

70

10-year US Treasury yield

 

 

 

 

 

 

 

 

(100) to

(20) to

(10) to

(5) to

5 to

10 to

20 to

 

(right axis)

 

(20)

(10)

(5)

5

10

20

100

 

 

 

60

 

 

 

 

 

 

 

 

 

 

1%

Monthly change in 10-year US Treasury yield (bps)

 

 

 

 

 

 

 

 

 

 

2002

2004

2006

2008

2010

2012

2014

2016

2018

2020

 

Source: Goldman Sachs Global Investment Research Source: Goldman Sachs Global Investment Research

3 December 2018

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