Real Application of Factor Investing in SA Ann Sebastian STANLIB - - PowerPoint PPT Presentation
Real Application of Factor Investing in SA Ann Sebastian STANLIB - - PowerPoint PPT Presentation
Real Application of Factor Investing in SA Ann Sebastian STANLIB FACTOR INVESTING WHAT IS IT? A factor is a broad, persistent driver of long-term returns SA specific factors are Growth, Quality, Momentum, Analyst Sentiment and Valuation
FACTOR INVESTING
ACTUARI AL SOCI ETY 2019 CONV ENTI ON | 22 - 23 OCTOBER 2019
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WHAT IS IT?
- A factor is a broad, persistent driver of long-term returns
- SA specific factors are Growth, Quality, Momentum, Analyst Sentiment and Valuation
- Investment decisions are based on how well companies score on these factors
WHY SHOULD YOU CARE?
- Norwegian Pension Fund – the turning point for factor investing from theory to reality.
- Lower fee structure compared to traditional active managers for systematic factor exposure
- Index beating returns in the long term
IS THE SA MARKET TOO CONCENTRATED FOR FACTOR INVESTING?
ACTUARI AL SOCI E TY 2019 CONV E NTI ON | 22 - 23 OCTOBER 2019
Concentrated equity markets are the rule, rather than the exception:
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Source: S&P Indices & STANLIB Index Investments, May 2018
0% 10% 20% 30% 40% 50% 60% 70% 80%
Total of Top 10 by Market Cap Weight In Index
IS THE SA MARKET TOO CONCENTRATED FOR FACTOR INVESTING? INVESTING?
ACTUARI AL SOCI E TY 2019 CONV E NTI ON | 22 - 23 OCTOBER 2019
This is an issue for all active managers in SA:
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64% of AUM is index cognisant Average realised tracking error in retirement active equity space is 3%* 1. 2.
Source: Morningstar and Alexander Forbes Survey July 2019 *Alexander Forbes Survey, benchmark cognisant category July 2019
32% 32% Split of AUM in SA by Index Cognisance
Retail Index Cognisant Instituitional Index Cognisant Retail Non Index Cognisant Instituitional Non Index Cognisant
CAN YOU BUILD AN INDEX-COGNISANT FACTOR PORTFOLIO IN SA?
STANLIB MULTI-FACTOR FUND
ACTUARI AL SOCI ETY 2019 CONV ENTI ON | 22 - 23 OCTOBER 2019
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Performance vs Benchmark 3 Months 6 Months 1 Yr. 2 Yr. 3 Yr. Fund 4.13% 9.20% 3.33% 7.09% 4.80% Benchmark (Capped SWIX) 2.90% 6.86% 1.11% 5.17% 3.51% Relative 1.23% 2.33% 2.22% 1.92% 1.27% Risk 1 Yr. 2 Yr. 3 Yr. Tracking Error 1.18% 1.20% 1.56% Ranking vs Peers 3 Months 6 Months 1 Yr. 3 Yr. Performance Ranking 1st out of 40 funds 2nd out of 40 funds 5th out of 40 funds 5th out of 29 funds Source: STANLIB, StatPro, June 2019 Source: STANLIB, StatPro, June 2019 Source: Alexander Forbes Survey June 2019
4. Macro 1. Valuation 2. Trend 3. Dispersion
HOW DO YOU DETERMINE THE ALLOCATION TO FACTORS?
ACTUARI AL SOCI E TY 2019 CONV E NTI ON | 22 - 23 OCTOBER 2019
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What is the future macro phase? How different are companies? 4. 3. 1. 2. How cheap is the factor? Has the factor been trending?
4. Macro 1. Valuation 2. Trend 3. Dispersion
HOW DO YOU DETERMINE THE ALLOCATION TO FACTORS?
ACTUARI AL SOCI E TY 2019 CONV E NTI ON | 22 - 23 OCTOBER 2019
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What is the future macro phase? How different are companies? 4. 3. 1. 2. How cheap is the factor? Has the factor been trending?
WHAT IS THE FUTURE MACRO PHASE?
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Proprietary Macro Indicator which utilises Machine Learning and Macroeconomic data to predict future macro phase:
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- 2,50
- 2,00
- 1,50
- 1,00
- 0,50
0,00 0,50 1,00 1,50
Dec-06 Dec-07 Dec-08 Dec-09 Dec-10 Dec-11 Dec-12 Dec-13 Dec-14 Dec-15 Dec-16 Dec-17 Dec-18
Macro Phase Score
Macro Slowdown Expansion Contraction Recovery
Recovery 2016 Cyclical Value, +40% Defensive Value, +4% Rest of Factors, -18% Slowdown 2018 Quality, +26% Rest of Factors, +6% Expansion 2017 Momentum, +18% Rest of Factors, +9%
Source: STANLIB Index Investments
CURRENT FACTOR ALLOCATION IN STANLIB MULTI-FACTOR FUND?
ACTUARI AL SOCI E TY 2019 CONV E NTI ON | 22 - 23 OCTOBER 2019
9 Quality; 37% Growth; 28% Momentum; 13% Sentiment; 12% Defensive Value; 10%
Quality Growth Momentum Sentiment Defensive Value Source: STANLIB Index Investments
CURRENT TOP PICKS BY MULTI-FACTOR?
FACTOR SCORES FOR TOP PICKS
ACTUARI AL SOCI ETY 2019 CONV ENTI ON | 22 - 23 OCTOBER 2019
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Source: STANLIB Index Investments
Company Valuation (10%) Analyst Sentiment (12%) Price Momentum (13%) Quality (37%) Growth (28%) MULTI-FACTOR SECTOR Kumba 0.80 0.90 1.40 2.00 0.30 1.20 GENERAL MINER Capitec
- 0.10
0.30 1.80 0.90 1.80 1.10 BANKS Santam 0.30 0.20
- 0.20
1.50 1.50 1.00 INSURANCE Clicks
- 1.50
1.40 1.50 0.60 1.20 0.80
- DISC. RETAILER
Anglo American Platinum 0.40 0.20
- 0.40
1.50 0.80 0.80 PLATINUM Anglo Gold
- 0.30
- 0.20
0.80 1.10 1.00 0.70 GOLD MINING Reunert 0.70
- 0.90
0.10 1.40 0.70 0.70 INDUSTRIALS Astral Foods
- 0.30
- 1.20
- 1.10
1.40 0.90 0.50 CONSUMER GOODS
IMPORTANCE OF UTILISING A DATA-DRIVEN APPROACH
ACTUARI AL SOCI ETY 2019 CONV ENTI ON | 22 - 23 OCTOBER 2019
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FACTOR SCORES 6 MONTHS PRIOR TO EACH STOCK’S COLLAPSE
Source: STANLIB Index Investments
Company Date of Major Collapse % Price Change Valuation Analyst Sentiment Price Momentum Quality Growth MULTI-FACTOR SECTOR Brait 2018/08/29
- 19.4%
- 1.3
- 2.04
- 1.76
- 1.79
- 1.78
- 1.73
INVESTMENTS Steinhoff 2017/12/05
- 11.1%
- 1.54
- 0.94
- 1.69
- 0.64
- 0.5
- 1.12
RAND HEDGE Sasol 2019/05/21
- 13.0%
- 1.77
- 0.44
- 1.19
- 0.75
- 0.84
- 0.90
GENERAL MINER EOH 2017/12/05
- 61.4%
- 0.58
- 0.22
- 1.85
- 0.01
0.36
- 0.62
TELECOMS Tongaat 2019/02/21
- 20.4%
- 0.01
- 0.09
- 0.55
- 0.84
- 0.51
- 0.54
INDUSTRIALS MTN 2018/11/12
- 10.0%
0.54
- 1.87
- 0.82
- 1.07
- 1.33
- 0.51
TELECOMS Aspen 2018/09/12
- 14.8%
1.32 0.92
- 0.12
- 0.07
0.62 0.67 HEALTH CARE
SUMMARY
- 1. Factor investing is a simple concept.
- 2. Factor investing is already here!
- 3. SA market concentration is not a constraint for only factor managers.
- 4. A data-driven unemotional approach is essential
- 5. Specialists are needed to harvest and build factor-efficient portfolios.
ACTUARI AL SOCI ETY 2019 CONV ENTI ON | 22 - 23 OCTOBER 2019
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