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)

<ul>
<li>Following 2 years of exceptional performance, share prices have started to correct. The demand outlook remains robust, but revenue and earnings growth rates are decelerating off a high base.</li>
<li>The key catalysts will be the FY2023 outlook and guidance, due April 2022, and the impact of increased shareholder returns.</li>
<li>Based on their recent financial performance, short- to medium-term growth outlook, shareholder return policies, and current valuation levels, the sector remains unattractive.</li>
</ul>


Following 2 years of exceptional performance, share prices have started to correct. The demand outlook remains robust, but revenue and earnings growth rates are decelerating off a high base.
The key catalysts will be the FY2023 outlook and guidance, due April 2022, and the impact of increased shareholder returns.
Based on their recent financial performance, short- to medium-term growth outlook, shareholder return policies, and current valuation levels, the sector remains unattractive.


Indian IT Services: Medium-Term Outlook Unattractive as Growth Slows, on Premium Valuation Levels

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

<ul>
<li>India moves to largest underweight country holding among EM Value managers.  Current underweight the highest on record.</li>
<li>Among Value managers, India saw net fund outflows of $322m, the underweight increase by -1.92% and a further 7.7% of managers move to underweight over the last 6-months.</li>
<li>
<a href="https://www.smartkarma.com/entities/reliance-industries-ltd" target="_blank" data-smartkarma-citation="entities:198:1" rel="noopener">Reliance Industries (RIL IN)</a> is the key underweight, whilst <a href="https://www.smartkarma.com/entities/bajaj-finance-ltd" target="_blank" data-smartkarma-citation="entities:8950:1" rel="noopener">Bajaj Finance Ltd (BAF IN)</a><a href="https://www.smartkarma.com/entities/bharti-airtel-ltd" target="_blank" data-smartkarma-citation="entities:953:1" rel="noopener">Bharti Airtel (BHARTI IN)</a> and <a href="https://www.smartkarma.com/entities/larsen-toubro-ltd" target="_blank" data-smartkarma-citation="entities:2499:1" rel="noopener">Larsen &amp; Toubro </a>have been avoided by EM Value managers altogether.</li>
</ul>


India moves to largest underweight country holding among EM Value managers.  Current underweight the highest on record.
Among Value managers, India saw net fund outflows of $322m, the underweight increase by -1.92% and a further 7.7% of managers move to underweight over the last 6-months.

Reliance Industries (RIL IN) is the key underweight, whilst Bajaj Finance Ltd (BAF IN)Bharti Airtel (BHARTI IN) and Larsen &amp; Toubro have been avoided by EM Value managers altogether.


Value Funds Move to Record Underweight in India

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Event-Driven

<ul>
<li>As expected, the December review of the <a href="https://www.smartkarma.com/entities/s-p-bse-sensex-index" target="_blank" data-smartkarma-citation="entities:31494:1" rel="noopener">S&amp;P BSE SENSEX Index (SENSEX INDEX)</a> sees <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a> added and <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a> deleted.</li>
<li>Buying on Wipro is 2.5 days of ADV and 8.2 days of delivery volume, while selling on Bajaj Auto is 4.5 days of ADV and 8.9 days of delivery volume.</li>
<li>The overweight of the Information Technology sector in the Sensex gets even bigger and the Consumer Discretionary sector gets even more underweighted vs the BSE All Cap Index.</li>
</ul>


As expected, the December review of the S&amp;P BSE SENSEX Index (SENSEX INDEX) sees Wipro Ltd (WPRO IN) added and Bajaj Auto Ltd (BJAUT IN) deleted.
Buying on Wipro is 2.5 days of ADV and 8.2 days of delivery volume, while selling on Bajaj Auto is 4.5 days of ADV and 8.9 days of delivery volume.
The overweight of the Information Technology sector in the Sensex gets even bigger and the Consumer Discretionary sector gets even more underweighted vs the BSE All Cap Index.


SENSEX Dec 21 Index Rebalance: Wipro Added, Bajaj Auto Deleted

Quantitative Analysis

<p>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. </p>
<p>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. </p>
<p>This model, which has been developed and tweaked over the past 3 years (and implemented in its current state for 17 months), has a solid real-world performance track record, which I set out in the detail below. </p>
<p>Notable new entrants to the top decile this month include Russian internet company <a href="https://www.smartkarma.com/entities/yandex-nv-a" target="_blank" data-smartkarma-citation="entities:414:1" rel="noopener">Yandex (YNDX US)</a>, Indian IT Services company <a href="https://www.smartkarma.com/entities/hcl-technologies-ltd" target="_blank" data-smartkarma-citation="entities:20025:1" rel="noopener">Hcl Technologies (HCLT IN)</a>, and a return to the top 10 for <a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a>.</p>
<table class="table table-striped">
<colgroup> <col> <col> <col> <col> <col> </colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 48pt;">rank</td>
<td style="width: 169pt;">Name</td>
<td style="width: 119pt;">Sector</td>
<td style="width: 95pt;">Location</td>
<td style="text-align: center; width: 48pt;">prev.</td>
</tr>
<tr>
<td style="text-align: center;">1</td>
<td>
<a href="https://www.smartkarma.com/entities/lg-household-health-care" target="_blank" data-smartkarma-citation="entities:6501:1" rel="noopener">LG Household &amp; Health Care (051900 KS)</a> </td>
<td>Consumer Staples</td>
<td>Korea (South)</td>
<td style="text-align: center;">12</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td>
<a href="https://www.smartkarma.com/entities/netease" target="_blank" data-smartkarma-citation="entities:29030:1" rel="noopener">NetEase (9999 HK)</a> </td>
<td>Communication</td>
<td>China</td>
<td style="text-align: center;">2</td>
</tr>
<tr>
<td style="text-align: center;">3</td>
<td>
<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> </td>
<td>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">10</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td>
<a href="https://www.smartkarma.com/entities/xiaomi-corp" target="_blank" data-smartkarma-citation="entities:24409:1" rel="noopener">Xiaomi Corp (1810 HK)</a> </td>
<td>Information Technology</td>
<td>China</td>
<td style="text-align: center;">4</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td>
<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>Communication</td>
<td>Russian Federation</td>
<td style="text-align: center;">49</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td>
<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>Consumer Discretionary</td>
<td>China</td>
<td style="text-align: center;">1</td>
</tr>
<tr>
<td style="text-align: center;">7</td>
<td>
<a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a> </td>
<td>Information Technology</td>
<td>Taiwan</td>
<td style="text-align: center;">16</td>
</tr>
<tr>
<td style="text-align: center;">8</td>
<td>
<a href="https://www.smartkarma.com/entities/al-rajhi-bank" target="_blank" data-smartkarma-citation="entities:27038:1" rel="noopener">Al Rajhi Bank (RJHI AB)</a> </td>
<td>Financials</td>
<td>Saudi Arabia</td>
<td style="text-align: center;">33</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td>
<a href="https://www.smartkarma.com/entities/magazine-luiza-sa" target="_blank" data-smartkarma-citation="entities:27676:1" rel="noopener">Magazine Luiza SA (MGLU3 BZ)</a> </td>
<td>Consumer Discretionary</td>
<td>Brazil</td>
<td style="text-align: center;">15</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td>
<a href="https://www.smartkarma.com/entities/hcl-technologies-ltd" target="_blank" data-smartkarma-citation="entities:20025:1" rel="noopener">Hcl Technologies (HCLT IN)</a> </td>
<td>Information Technology</td>
<td>India</td>
<td style="text-align: center;">83</td>
</tr>
<tr>
<td colspan="5" style="text-align: left;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td>
</tr>
</tbody>
</table>
<p><em>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.</em></p>

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 3 years (and implemented in its current state for 17 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 Russian internet company Yandex (YNDX US), Indian IT Services company Hcl Technologies (HCLT IN), and a return to the top 10 for TSMC (2330 TT).

      


rank
Name
Sector
Location
prev.


1

LG Household &amp; Health Care (051900 KS) 
Consumer Staples
Korea (South)
12


2

NetEase (9999 HK) 
Communication
China
2


3

JD.com Inc. (9618 HK) 
Consumer Discretionary
China
10


4

Xiaomi Corp (1810 HK) 
Information Technology
China
4


5

Yandex (YNDX US) 
Communication
Russian Federation
49


6

New Oriental Education &amp; Technology Group (9901 HK) 
Consumer Discretionary
China
1


7

TSMC (2330 TT) 
Information Technology
Taiwan
16


8

Al Rajhi Bank (RJHI AB) 
Financials
Saudi Arabia
33


9

Magazine Luiza SA (MGLU3 BZ) 
Consumer Discretionary
Brazil
15


10

Hcl Technologies (HCLT IN) 
Information Technology
India
83


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.

<div><p>The <a href="https://www.smartkarma.com/entities/s-p-bse-sensex-index" target="_blank" data-smartkarma-citation="entities:31494:1" rel="noopener">S&amp;P BSE SENSEX Index (SENSEX INDEX)</a> is the flagship index of the Bombay Stock Exchange (BSE). The index has 30 stocks and is a free float weighted market cap index. The next rebalance will be effective after the close of trading on 17 December.</p></div><div>
<p>The December review uses the market cap and turnover data from 1 May to 31 October to determine the stocks to be included and excluded from the index, and the announcement of the changes is done 4 weeks before the rebalance effective date.</p>
<p>With 6 days to go in the review period, we see <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a> as a high probability index addition. <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a> is the lowest ranked index constituent and is a likely deletion from the index.</p>
<p>There is a (slim) possibility of <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a> being deleted from the index if it fails the annualised traded value test. As it stands, it is touch and go for the stock.</p>
<p>Passive trackers will need to buy over 2 days of ADV on <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a> and sell over 3.5 days of ADV on <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a>. If <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a> is deleted instead, passive trackers will need to sell 7 days of ADV on the stock.</p>
<p>In terms of delivery volumes, the impact is much larger with passive trackers needing to buy 8.5 days on <a href="https://www.smartkarma.com/entities/wipro-ltd" target="_blank" data-smartkarma-citation="entities:15360:1" rel="noopener">Wipro Ltd (WPRO IN)</a>, while selling either 8.8 days on <a href="https://www.smartkarma.com/entities/bajaj-auto-ltd" target="_blank" data-smartkarma-citation="entities:3613:1" rel="noopener">Bajaj Auto Ltd (BJAUT IN)</a> or 13 days on <a href="https://www.smartkarma.com/entities/nestle-india-ltd" target="_blank" data-smartkarma-citation="entities:13101:1" rel="noopener">Nestle India (NEST IN)</a>.</p>
</div>

The S&amp;P BSE SENSEX Index (SENSEX INDEX) is the flagship index of the Bombay Stock Exchange (BSE). The index has 30 stocks and is a free float weighted market cap index. The next rebalance will be effective after the close of trading on 17 December.
The December review uses the market cap and turnover data from 1 May to 31 October to determine the stocks to be included and excluded from the index, and the announcement of the changes is done 4 weeks before the rebalance effective date.
With 6 days to go in the review period, we see Wipro Ltd (WPRO IN) as a high probability index addition. Bajaj Auto Ltd (BJAUT IN) is the lowest ranked index constituent and is a likely deletion from the index.
There is a (slim) possibility of Nestle India (NEST IN) being deleted from the index if it fails the annualised traded value test. As it stands, it is touch and go for the stock.
Passive trackers will need to buy over 2 days of ADV on Wipro Ltd (WPRO IN) and sell over 3.5 days of ADV on Bajaj Auto Ltd (BJAUT IN). If Nestle India (NEST IN) is deleted instead, passive trackers will need to sell 7 days of ADV on the stock.
In terms of delivery volumes, the impact is much larger with passive trackers needing to buy 8.5 days on Wipro Ltd (WPRO IN), while selling either 8.8 days on Bajaj Auto Ltd (BJAUT IN) or 13 days on Nestle India (NEST IN).


Sensex Dec 2021 Index Rebalance Preview: Wipro Should Be Added, Deletion Has An Interesting Option

India

HCL Technologies Limited provides software development and related engineering services.  The Group's technologies utilize a variety of technologies, including Internet and e-commerce, networking, internet telephony, embedded software, ASIC/VLSI design and testing, satellite and wireless communications, and component based object technologies, including COM, DCOM and COBRA.

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HCL Technologies (HCLT IN)

Indian IT Services: Medium-Term Outlook Unattractive as Growth Slows, on Premium Valuation Levels

In this insight, I take a longer-term view on the 4 largest companies in the Indian IT Services sector, analysing their recent financial...

Wium Malan, CFA

Value Funds Move to Record Underweight in India

India moves to the largest underweight country holding among EM Value managers. Current underweight the highest on record.

Steven Holden

SENSEX Dec 21 Index Rebalance: Wipro Added, Bajaj Auto Deleted

Wipro will be added to the Sensex in December while Bajaj Auto will be deleted. Impact on both stocks is over 8 days of delivery volume to trade....

Brian Freitas

Screening for GEMs: November 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

Sensex Dec 2021 Index Rebalance Preview: Wipro Should Be Added, Deletion Has An Interesting Option

Near the end of the review period, we see Wipro as a high probability add. Bajaj Auto could be deleted as the lowest ranked constituent, but Nestle...

Brian Freitas

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