Global Emerging Market Equities, Propitious Research

Wium Malan, CFA

Global Emerging Market Equities

Independent, Fundamental Quantitative Research

Propitious Research

Fully independent, fundamental and quantitative equity research, focused on companies in the Telecommunication, Media, Technology, Internet and Healthcare sectors in the Global Emerging Markets. Idea generation focused on Quality stocks, trading below their intrinsic Value, with sound Corporate Governance.

Thematic (Sector/Industry)

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity indices. Companies mentioned this week:<a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a>, <a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</a>, <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, <a href="https://www.smartkarma.com/entities/prosus-nv" target="_blank" data-smartkarma-citation="entities:28104:1" rel="noopener">Prosus (PRX NA)</a>, <a href="https://www.smartkarma.com/entities/naspers-ltd" target="_blank" data-smartkarma-citation="entities:21085:1" rel="noopener">Naspers (NPN SJ)</a>, Ant Financial, <a href="https://www.smartkarma.com/entities/nio-inc" target="_blank" data-smartkarma-citation="entities:27399:1" rel="noopener">NIO Inc (NIO US)</a>, <a href="https://www.smartkarma.com/entities/didi-chuxing-inc" target="_blank" data-smartkarma-citation="entities:27467:1" rel="noopener">DiDi Global (DIDI US)</a>, <a href="https://www.smartkarma.com/entities/jd-com-inc" target="_blank" data-smartkarma-citation="entities:29043:1" rel="noopener">JD.com Inc. (9618 HK)</a>, <a href="https://www.smartkarma.com/entities/alibaba-group" target="_blank" data-smartkarma-citation="entities:28434:1" rel="noopener">Alibaba Group (9988 HK)</a>, <a href="https://www.smartkarma.com/entities/semiconductor-manufacturing-international-corp-smic" target="_blank" data-smartkarma-citation="entities:14231:1" rel="noopener">Semiconductor Manufacturing International Corp (SMIC) (981 HK)</a>

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity indices. Companies mentioned this week:Tencent (700 HK), NetEase (9999 HK), Yandex (YNDX US), Prosus (PRX NA), Naspers (NPN SJ), Ant Financial, NIO Inc (NIO US), DiDi Global (DIDI US), JD.com Inc. (9618 HK), Alibaba Group (9988 HK), Semiconductor Manufacturing International Corp (SMIC) (981 HK) 

Global Emerging Markets Weekly: 3 September 2021

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

Cross Asset Strategy

In this analysis, we provide a detailed overview of investor positioning among 250 active Global Emerging Market funds with combined AUM of $500bn.  Highlights:<ul>
<li>Asia the dominant region but also net underweight.  Managers move to underweight EMEA and strengthen overweight in the Americas.</li>
<li>China the dominant weight but allocations move lower.  Mexico and Russia the key overweights, China, Saudi Arabia and Taiwan the largest underweights.</li>
<li>Allocations in China Consumer Discretionary continue to head lower from their peak in October 2020 of 13.9%.  The underweight of -2.33% is towards the lowest on record and is driven by lighter than benchmark holdings in <a href="https://www.smartkarma.com/entities/alibaba-group-holding-ltd" target="_blank" data-smartkarma-citation="entities:787:1" rel="noopener">Alibaba Group (BABA US)</a>, <a href="https://www.smartkarma.com/entities/meituan-dianping" target="_blank" data-smartkarma-citation="entities:26970:1" rel="noopener">Meituan (3690 HK)</a> and <a href="https://www.smartkarma.com/entities/nio-inc" target="_blank" data-smartkarma-citation="entities:27399:1" rel="noopener">NIO Inc (NIO US)</a>.</li>
<li>The rise in Russian Consumer Discretionary ownership driven by Fix Price Group, with 16.1% of funds buying in to the stock after it's IPO back in March.  A quarter of funds now have exposure to the sector, the largest in its history.</li>
<li>Turkish Financials exposure continues to dwindle, with only 16.1% of funds invested.  The most widely held stocks in the sector are <a href="https://www.smartkarma.com/entities/haci-omer-sabanci-holding-as" target="_blank" data-smartkarma-citation="entities:27708:1" rel="noopener">Haci Omer Sabanci Holding AS (SAHOL TI)</a> and <a href="https://www.smartkarma.com/entities/akbank-tas" target="_blank" data-smartkarma-citation="entities:25033:1" rel="noopener">Akbank TAS (AKBNK TI)</a>, but both are held by just 6% of the funds in our analysis.  <a href="https://www.smartkarma.com/entities/turkiye-garanti-bankasi-as" target="_blank" data-smartkarma-citation="entities:25026:1" rel="noopener">Turkiye Garanti Bankasi As (GARAN TI)</a> is now held by 4% of funds after 4% closed positions in the last 6-months. </li>
<li>
<a href="https://www.smartkarma.com/entities/contemporary-amperex-techn-a" target="_blank" data-smartkarma-citation="entities:24404:1" rel="noopener">CATL (A) (300750 CH).</a> Ownership continues to rise among EM managers, with today's investment levels the highest on record across all metrics.  Recent buyers in to the name include JP Morgan, TT International and American Century.</li>
<li><a href="https://www.smartkarma.com/entities/sea-ltd" target="_blank" data-smartkarma-citation="entities:8509:1" rel="noopener">Sea Ltd (SE US)</a>.  Ownership remains on an upward trajectory with no signs of that slowing down.  Over the last 6-months, a further 6.8% of funds added exposure, including Fidelity EM Opportunity, Aberdeen Emerging Markets and Ashmore EM Active Equity.  GQG Partners was the only closure after cashing in on a position held since early 2020.</li>
<li>
<a href="https://www.smartkarma.com/entities/anhui-conch-cement-co-ltd" target="_blank" data-smartkarma-citation="entities:159:1" rel="noopener">Anhui Conch Cement (914 HK)</a>. Outflows have been severe, with 26.9% of funds invested 6-months ago, now down to just 16.9%.  Among those closing positions were Ashmore Emerging Markets Active, Pictet EM Sustainable and Dunham Emerging Markets.</li>
<li>
<a href="https://www.smartkarma.com/entities/credicorp-ltd" target="_blank" data-smartkarma-citation="entities:25963:1" rel="noopener">Credicorp Ltd (BAP US).  </a>Once among the larger holdings in EM active portfolios, <a href="https://www.smartkarma.com/entities/credicorp-ltd" target="_blank" data-smartkarma-citation="entities:25963:1" rel="noopener">Credicorp Ltd (BAP US)</a> has moved out of favour with EM fund managers.  In a slide that started in late 2019, the percentage of funds with investment in <a href="https://www.smartkarma.com/entities/credicorp-ltd" target="_blank" data-smartkarma-citation="entities:25963:1" rel="noopener">Credicorp Ltd (BAP US)</a> fell a further 6.4% over the last 6-months.  Closures were led by Liontrust, Matthews and HSBC.</li>
</ul>

In this analysis, we provide a detailed overview of investor positioning among 250 active Global Emerging Market funds with combined AUM of $500bn.  Highlights:
Asia the dominant region but also net underweight.  Managers move to underweight EMEA and strengthen overweight in the Americas.
China the dominant weight but allocations move lower.  Mexico and Russia the key overweights, China, Saudi Arabia and Taiwan the largest underweights.
Allocations in China Consumer Discretionary continue to head lower from their peak in October 2020 of 13.9%.  The underweight of -2.33% is towards the lowest on record and is driven by lighter than benchmark holdings in Alibaba Group (BABA US), Meituan (3690 HK) and NIO Inc (NIO US).
The rise in Russian Consumer Discretionary ownership driven by Fix Price Group, with 16.1% of funds buying in to the stock after it's IPO back in March.  A quarter of funds now have exposure to the sector, the largest in its history.
Turkish Financials exposure continues to dwindle, with only 16.1% of funds invested.  The most widely held stocks in the sector are Haci Omer Sabanci Holding AS (SAHOL TI) and Akbank TAS (AKBNK TI), but both are held by just 6% of the funds in our analysis.  Turkiye Garanti Bankasi As (GARAN TI) is now held by 4% of funds after 4% closed positions in the last 6-months. 

CATL (A) (300750 CH). Ownership continues to rise among EM managers, with today's investment levels the highest on record across all metrics.  Recent buyers in to the name include JP Morgan, TT International and American Century.
Sea Ltd (SE US).  Ownership remains on an upward trajectory with no signs of that slowing down.  Over the last 6-months, a further 6.8% of funds added exposure, including Fidelity EM Opportunity, Aberdeen Emerging Markets and Ashmore EM Active Equity.  GQG Partners was the only closure after cashing in on a position held since early 2020.

Anhui Conch Cement (914 HK). Outflows have been severe, with 26.9% of funds invested 6-months ago, now down to just 16.9%.  Among those closing positions were Ashmore Emerging Markets Active, Pictet EM Sustainable and Dunham Emerging Markets.

Credicorp Ltd (BAP US).  Once among the larger holdings in EM active portfolios, Credicorp Ltd (BAP US) has moved out of favour with EM fund managers.  In a slide that started in late 2019, the percentage of funds with investment in Credicorp Ltd (BAP US) fell a further 6.4% over the last 6-months.  Closures were led by Liontrust, Matthews and HSBC.


EM Fund Positioning:  All You Need to Know

Quantitative Analysis

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include bottom-fishing in Chinese education through <a href="https://www.smartkarma.com/entities/new-oriental-education-tech-grp-adr" target="_blank" data-smartkarma-citation="entities:531:1" rel="noopener">New Oriental Education (EDU US)</a>, Russian internet play <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, Brazilian beverages giant <a href="https://www.smartkarma.com/entities/ambev-sa" target="_blank" data-smartkarma-citation="entities:24454:1" rel="noopener">Ambev SA (ABEV3 BZ)</a>, and a rebound call on <a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a>.<table class="table table-striped">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 74.9062px;">rank</td>
<td style="width: 262.578px;">Name</td>
<td style="width: 185.766px;">Sector</td>
<td style="width: 147.797px;">Location</td>
<td style="text-align: center; width: 74.9531px;">prev.</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">1</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/tata-consultancy-svcs-ltd" target="_blank" data-smartkarma-citation="entities:18708:1" rel="noopener">Tata Consultancy Svcs (TCS IN)</a> </td>
<td style="width: 185.766px;">Information Technology</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">19</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">2</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/shenzhou-intl-group-holdings-ltd" target="_blank" data-smartkarma-citation="entities:10415:1" rel="noopener">Shenzhou Intl Group Holdings (2313 HK)</a> </td>
<td style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">12</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">3</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/new-oriental-education-technology-group" target="_blank" data-smartkarma-citation="entities:32210:1" rel="noopener">New Oriental Education &amp; Technology Group (9901 HK)</a> </td>
<td style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">92</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">4</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">Russian Federation</td>
<td style="text-align: center; width: 74.9531px;">88</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">5</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/china-resources-land-ltd" target="_blank" data-smartkarma-citation="entities:418:1" rel="noopener">China Resources Land (1109 HK)</a> </td>
<td style="width: 185.766px;">Real Estate</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">33</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">6</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/ambev-sa" target="_blank" data-smartkarma-citation="entities:24454:1" rel="noopener">Ambev SA (ABEV3 BZ)</a> </td>
<td style="width: 185.766px;">Consumer Staples</td>
<td style="width: 147.797px;">Brazil</td>
<td style="text-align: center; width: 74.9531px;">56</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">7</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/ncsoft-corp" target="_blank" data-smartkarma-citation="entities:5169:1" rel="noopener">NCSOFT Corp (036570 KS)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">Korea (South)</td>
<td style="text-align: center; width: 74.9531px;">18</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">8</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a> </td>
<td style="width: 185.766px;">Communication</td>
<td style="width: 147.797px;">China</td>
<td style="text-align: center; width: 74.9531px;">61</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">9</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/hindustan-unilever-ltd" target="_blank" data-smartkarma-citation="entities:13828:1" rel="noopener">Hindustan Unilever (HUVR IN)</a> </td>
<td style="width: 185.766px;">Consumer Staples</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">70</td>
</tr>
<tr>
<td style="text-align: center; width: 74.9062px;">10</td>
<td style="width: 262.578px;">
<a href="https://www.smartkarma.com/entities/maruti-suzuki-india-ltd" target="_blank" data-smartkarma-citation="entities:733:1" rel="noopener">Maruti Suzuki India (MSIL IN)</a> </td>
<td style="width: 185.766px;">Consumer Discretionary</td>
<td style="width: 147.797px;">India</td>
<td style="text-align: center; width: 74.9531px;">89</td>
</tr>
<tr><td colspan="5" style="text-align: left; width: 746px;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td></tr>
</tbody>
</table>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include bottom-fishing in Chinese education through New Oriental Education (EDU US), Russian internet play Yandex (YNDX US), Brazilian beverages giant Ambev SA (ABEV3 BZ), and a rebound call on Tencent (700 HK).









rank
Name
Sector
Location
prev.


1

Tata Consultancy Svcs (TCS IN) 
Information Technology
India
19


2

Shenzhou Intl Group Holdings (2313 HK) 
Consumer Discretionary
China
12


3

New Oriental Education &amp; Technology Group (9901 HK) 
Consumer Discretionary
China
92


4

Yandex (YNDX US) 
Communication
Russian Federation
88


5

China Resources Land (1109 HK) 
Real Estate
China
33


6

Ambev SA (ABEV3 BZ) 
Consumer Staples
Brazil
56


7

NCSOFT Corp (036570 KS) 
Communication
Korea (South)
18


8

Tencent (700 HK) 
Communication
China
61


9

Hindustan Unilever (HUVR IN) 
Consumer Staples
India
70


10

Maruti Suzuki India (MSIL IN) 
Consumer Discretionary
India
89

Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas

As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

Russia is the largest country overweight among active Emerging Market funds.  The average holding weight of 4.11% represents an overweight of 1.04% above the iShares MSCI Emerging Markets ETF weight (cash adjusted).In the wake of new US sanctions and troops gathering on the Ukraine border, the key stock risks to active investors are overweight positions in <a href="https://www.smartkarma.com/entities/sberbank-of-russia-pjsc" target="_blank" data-smartkarma-citation="entities:24142:1" rel="noopener">Sberbank Of Russia Pjsc (SBER LI)</a>, <a href="https://www.smartkarma.com/entities/lukoil-pjsc-ea76a137-f664-4066-ba45-32e13c8b007e" target="_blank" data-smartkarma-citation="entities:28476:1" rel="noopener">LUKOIL PJSC (LUKOY US)</a> and <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, with over 80% of the funds in our analysis holding one or more of these stocks.The 2014 annexation of Crimea provides a useful insight in to the behavior of active investors during a period of political uncertainty.  EM investors were quick to react, reducing Russia exposure by 4.26% over the course of the year and over a quarter of funds moving from overweight to underweight.  Whether this situation reaches the heights of 2014 remains to be seen, but do not underestimate an active manager's willingness to cut or reduce allocations when the investment case becomes muddied by political events.

Russia is the largest country overweight among active Emerging Market funds.  The average holding weight of 4.11% represents an overweight of 1.04% above the iShares MSCI Emerging Markets ETF weight (cash adjusted).In the wake of new US sanctions and troops gathering on the Ukraine border, the key stock risks to active investors are overweight positions in Sberbank Of Russia Pjsc (SBER LI), LUKOIL PJSC (LUKOY US) and Yandex (YNDX US), with over 80% of the funds in our analysis holding one or more of these stocks.The 2014 annexation of Crimea provides a useful insight in to the behavior of active investors during a period of political uncertainty.  EM investors were quick to react, reducing Russia exposure by 4.26% over the course of the year and over a quarter of funds moving from overweight to underweight.  Whether this situation reaches the heights of 2014 remains to be seen, but do not underestimate an active manager's willingness to cut or reduce allocations when the investment case becomes muddied by political events. 

Russia:  Overweight Risk as Ukraine Tensions Rise

<ul>
<li>The effect of the COVID pandemic saw an unprecedented level of sector rotation among EM active portfolios in 2020.</li>
<li>Banking stocks were hit the hardest, with Semiconductor, Internet Retail and Interactive Media industry groups the beneficiaries.</li>
<li>Banking exposure is at its lowest levels in over a decade, EM active investors at highest ever weights in Tech related Consumer Discretionary and Communication Services stocks.</li>
<li>Improving outlook for banking stocks, vaccine hopes, plus potential regulation in the Tech sector point to a potential unwind.  </li>
<li>'Beaten Up' banking stocks include <a href="https://www.smartkarma.com/entities/itau-unibanco-holding-sa-9d47d196-e503-471b-a84e-ca4401033062" target="_blank" data-smartkarma-citation="entities:24550:1" rel="noopener">Itau Unibanco Holding Sa (ITUB4 BZ)</a> , <a href="https://www.smartkarma.com/entities/kasikornbank-pcl" target="_blank" data-smartkarma-citation="entities:293:1" rel="noopener">Kasikornbank PCL (KBANK TB)</a> and <a href="https://www.smartkarma.com/entities/standard-bank-group-ltd" target="_blank" data-smartkarma-citation="entities:24988:1" rel="noopener">Standard Bank (SBK SJ)</a> </li>
<li>Fully owned Tech related stocks include <a href="https://www.smartkarma.com/entities/meituan-dianping" target="_blank" data-smartkarma-citation="entities:26970:1" rel="noopener">Meituan (3690 HK)</a> , <a href="https://www.smartkarma.com/entities/jd-com-inc-adr" target="_blank" data-smartkarma-citation="entities:446:1" rel="noopener">JD.com Inc (ADR) (JD US)</a> and <a href="https://www.smartkarma.com/entities/mercadolibre-inc" target="_blank" data-smartkarma-citation="entities:27954:1" rel="noopener">MercadoLibre Inc (MELI US)</a> </li>
</ul>


The effect of the COVID pandemic saw an unprecedented level of sector rotation among EM active portfolios in 2020.
Banking stocks were hit the hardest, with Semiconductor, Internet Retail and Interactive Media industry groups the beneficiaries.
Banking exposure is at its lowest levels in over a decade, EM active investors at highest ever weights in Tech related Consumer Discretionary and Communication Services stocks.
Improving outlook for banking stocks, vaccine hopes, plus potential regulation in the Tech sector point to a potential unwind.  
'Beaten Up' banking stocks include Itau Unibanco Holding Sa (ITUB4 BZ) , Kasikornbank PCL (KBANK TB) and Standard Bank (SBK SJ) 
Fully owned Tech related stocks include Meituan (3690 HK) , JD.com Inc (ADR) (JD US) and MercadoLibre Inc (MELI US) 


GEM Fund Positioning Update:  The COVID Unwind.

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Nebius Group (NBIS US)

Global Emerging Markets Weekly: 3 September 2021

This insight provides a summary of the key news developments impacting the largest countries and constituents of the Global Emerging Markets equity...

Wium Malan, CFA

EM Fund Positioning: All You Need to Know

In this analysis, we provide a detailed overview of investor positioning among 250 active Global Emerging Market funds with combined AUM of $500bn.

Steven Holden

Screening for GEMs: August 2021

This insight provides an overview of our, machine learning-driven, proprietary GEM screening model, based on a Multifactor model, a Deep Neural...

Wium Malan, CFA

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Russia is the largest overweight in EM as Ukraine tensions rise. Sberbank, Lukoil and Yandex are the largest stock overweights and the key risks...

Steven Holden

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How did Emerging Market managers react to the COVID-19 pandemic? Unprecedented rotation out of Bank stocks and in to Tech. How are managers now...

Steven Holden

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