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.

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 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. </p><p>Notable new entrants to the top decile this month include South Korean auto names, <a href="https://www.smartkarma.com/entities/kia-motors-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia Motors Corp (000270 KS)</a> and <a href="https://www.smartkarma.com/entities/hyundai-motor-co" target="_blank" data-smartkarma-citation="entities:155:1" rel="noopener">Hyundai Motor Co (005380 KS)</a> as well as Brazilian state-owned energy giant, <a href="https://www.smartkarma.com/entities/petroleo-brasileiro-sa" target="_blank" data-smartkarma-citation="entities:24459:1" rel="noopener">Petroleo Brasileiro Sa (PETR3 BZ)</a>.</p><table class="table table-striped">
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<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/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a></td>
<td>Energy</td>
<td>China</td>
<td style="text-align: center;">1</td>
</tr>
<tr>
<td style="text-align: center;">2</td>
<td><a href="https://www.smartkarma.com/entities/mediatek-inc" target="_blank" data-smartkarma-citation="entities:772:1" rel="noopener">Mediatek Inc (2454 TT)</a></td>
<td>Information Technology</td>
<td>Taiwan</td>
<td style="text-align: center;">5</td>
</tr>
<tr>
<td style="text-align: center;">3</td>
<td><a href="https://www.smartkarma.com/entities/sk-hynix-inc" target="_blank" data-smartkarma-citation="entities:16955:1" rel="noopener">SK Hynix (000660 KS)</a></td>
<td>Information Technology</td>
<td>Korea (South)</td>
<td style="text-align: center;">23</td>
</tr>
<tr>
<td style="text-align: center;">4</td>
<td><a href="https://www.smartkarma.com/entities/kia-motors-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia Motors Corp (000270 KS)</a></td>
<td>Consumer Discretionary</td>
<td>Korea (South)</td>
<td style="text-align: center;">60</td>
</tr>
<tr>
<td style="text-align: center;">5</td>
<td><a href="https://www.smartkarma.com/entities/bank-of-china-ltd-h" target="_blank" data-smartkarma-citation="entities:656:1" rel="noopener">Bank Of China Ltd (H) (3988 HK)</a></td>
<td>Financials</td>
<td>China</td>
<td style="text-align: center;">25</td>
</tr>
<tr>
<td style="text-align: center;">6</td>
<td><a href="https://www.smartkarma.com/entities/ptt-pcl" target="_blank" data-smartkarma-citation="entities:197:1" rel="noopener">PTT PCL (PTT TB)</a></td>
<td>Energy</td>
<td>Thailand</td>
<td style="text-align: center;">4</td>
</tr>
<tr>
<td style="text-align: center;">7</td>
<td><a href="https://www.smartkarma.com/entities/samsung-electronics-co-ltd" target="_blank" data-smartkarma-citation="entities:191:1" rel="noopener">Samsung Electronics (005930 KS)</a></td>
<td>Information Technology</td>
<td>Korea (South)</td>
<td style="text-align: center;">9</td>
</tr>
<tr>
<td style="text-align: center;">8</td>
<td><a href="https://www.smartkarma.com/entities/hyundai-motor-co" target="_blank" data-smartkarma-citation="entities:155:1" rel="noopener">Hyundai Motor Co (005380 KS)</a></td>
<td>Consumer Discretionary</td>
<td>Korea (South)</td>
<td style="text-align: center;">80</td>
</tr>
<tr>
<td style="text-align: center;">9</td>
<td><a href="https://www.smartkarma.com/entities/china-mobile-ltd" target="_blank" data-smartkarma-citation="entities:27:1" rel="noopener">China Mobile (941 HK)</a></td>
<td>Communication</td>
<td>China</td>
<td style="text-align: center;">29</td>
</tr>
<tr>
<td style="text-align: center;">10</td>
<td><a href="https://www.smartkarma.com/entities/petroleo-brasileiro-sa" target="_blank" data-smartkarma-citation="entities:24459:1" rel="noopener">Petroleo Brasileiro Sa (PETR3 BZ)</a></td>
<td>Energy</td>
<td>Brazil</td>
<td style="text-align: center;">59</td>
</tr>
<tr><td colspan="5" style="text-align: left;"><em>Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</em></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 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 South Korean auto names, Kia Motors Corp (000270 KS) and Hyundai Motor Co (005380 KS) as well as Brazilian state-owned energy giant, Petroleo Brasileiro Sa (PETR3 BZ).









rank
Name
Sector
Location
prev.


1
CNOOC Ltd (883 HK)
Energy
China
1


2
Mediatek Inc (2454 TT)
Information Technology
Taiwan
5


3
SK Hynix (000660 KS)
Information Technology
Korea (South)
23


4
Kia Motors Corp (000270 KS)
Consumer Discretionary
Korea (South)
60


5
Bank Of China Ltd (H) (3988 HK)
Financials
China
25


6
PTT PCL (PTT TB)
Energy
Thailand
4


7
Samsung Electronics (005930 KS)
Information Technology
Korea (South)
9


8
Hyundai Motor Co (005380 KS)
Consumer Discretionary
Korea (South)
80


9
China Mobile (941 HK)
Communication
China
29


10
Petroleo Brasileiro Sa (PETR3 BZ)
Energy
Brazil
59

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.

HK/China Equity Long-Short

Osbert Tang, CFA

Equity Bottom-Up

<p>Share price of <a href="https://www.smartkarma.com/entities/china-gas-holdings-ltd" target="_blank" data-smartkarma-citation="entities:14315:1" rel="noopener">China Gas Holdings (384 HK)</a> has dropped by 12.3% in the last three days after the 7.5% new share placement to raise HK$11.6bn. While there will be EPS dilution over the next two years, we still see EPS growth at a decent level with ROE staying high at 22.8% for FY22F. In fact, the frequent corporate moves recently including exploring hydrogen energy, developing LNG terminal and co-operating with major central SOEs are encouraging developments.</p><p>Its cooperation with <a href="https://www.smartkarma.com/entities/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a> on hydrogen production and hydrogen refueling station will potentially open a growth driver to capture the numerous opportunities in this rapidly growing market segment. Meanwhile, the construction of LNG terminal will provide it a tighter grip on LNG cost and procurement. We see such strategic and operational developments positive to the long-term well-being of China Gas.  </p>

Share price of China Gas Holdings (384 HK) has dropped by 12.3% in the last three days after the 7.5% new share placement to raise HK$11.6bn. While there will be EPS dilution over the next two years, we still see EPS growth at a decent level with ROE staying high at 22.8% for FY22F. In fact, the frequent corporate moves recently including exploring hydrogen energy, developing LNG terminal and co-operating with major central SOEs are encouraging developments.Its cooperation with CNOOC Ltd (883 HK) on hydrogen production and hydrogen refueling station will potentially open a growth driver to capture the numerous opportunities in this rapidly growing market segment. Meanwhile, the construction of LNG terminal will provide it a tighter grip on LNG cost and procurement. We see such strategic and operational developments positive to the long-term well-being of China Gas.  

China Gas Holdings (384 HK): Placement, Hydrogen Energy, LNG Terminal and Unicom/Sinopec Co-Ops

Asia L/S Equity PM/Macro/Thematic Idea Generation

Rikki Malik

China Bluechemical Ltd H / Equity Bottom-Up

<ul>
<li>A play on higher food and energy prices going forward</li>
<li>Natural Gas moving up from multi-year lows will support fertiliser prices going forward</li>
<li>A Low valuation with a solid balance sheet lowers the risk</li>
</ul>


A play on higher food and energy prices going forward
Natural Gas moving up from multi-year lows will support fertiliser prices going forward
A Low valuation with a solid balance sheet lowers the risk


China Bluechemical Ltd (3983.HK) - Fertiliser Pricing on the Up

Thematic (Sector/Industry)

<ul>
<li>Many have missed out on the 14%, or 2,300 points, rally of the HSI in the last 9 trading days. There are still several stocks that look interesting now.</li>
<li>
<a href="https://www.smartkarma.com/entities/li-auto-inc-3dbe6187-544f-40dd-b9f9-72fba9c0110e" target="_blank" data-smartkarma-citation="entities:33811:1" rel="noopener">Li Auto (2015 HK)</a>, <a href="https://www.smartkarma.com/entities/link-reit" target="_blank" data-smartkarma-citation="entities:872:1" rel="noopener">Link REIT (823 HK)</a>, <a href="https://www.smartkarma.com/entities/china-mengniu-dairy-co" target="_blank" data-smartkarma-citation="entities:354:1" rel="noopener">China Mengniu Dairy Co (2319 HK)</a>, <a href="https://www.smartkarma.com/entities/hang-lung-properties-ltd" target="_blank" data-smartkarma-citation="entities:49:1" rel="noopener">Hang Lung Properties (101 HK)</a> and <a href="https://www.smartkarma.com/entities/galaxy-entertainment-group-limited" target="_blank" data-smartkarma-citation="entities:806:1" rel="noopener">Galaxy Entertainment Group (27 HK)</a> are massive laggards YTD.</li>
<li>As they have only experienced limited rebounds from the 19-Apr trough, they are set to catch up. Also, their earnings prospects look positive this year. </li>
</ul>


Many have missed out on the 14%, or 2,300 points, rally of the HSI in the last 9 trading days. There are still several stocks that look interesting now.

Li Auto (2015 HK), Link REIT (823 HK), China Mengniu Dairy Co (2319 HK), Hang Lung Properties (101 HK) and Galaxy Entertainment Group (27 HK) are massive laggards YTD.
As they have only experienced limited rebounds from the 19-Apr trough, they are set to catch up. Also, their earnings prospects look positive this year. 


HK Strategy: Where Are the Short-Term Opportunities?

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

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Periscope Analytics

Periscope Analytics focuses on event-driven trades across Asia Pacific and provides comprehensive, timely and systematic coverage of index changes to major Asia Pacific indices in a structured manner.

The analysis includes forecasted inclusions and exclusions to all major Asian indices that have significant amount of tracking assets, including estimates of passive buy/sell flow on the stocks. The service also provides commentary and impact of market consultations, ground rule changes, and other events (IPOs, spin-offs, M&A) that could lead to index changes and passive flow.

Periscope Analytics works with multi-strategy hedge funds, proprietary trading firms, stat arb trading groups and long-only investors that invest and trade in the Asia Pacific region with the data being used to trade index rebalances, avoid pre-positioning and passive flow, and to time entry into and exit from stocks.

Event-Driven Trades Across Asia Pacific

Event-Driven

Hang Seng China Enterprises Index / Event-Driven

<ul>
<li>The HSCEI 2024 dividend futures have moved higher following mainland China banks announcing that they will pay out interim dividends starting this year.</li>
<li>The HSCEI 2025 dividend futures have moved higher too, though they have lagged the HSCEI 2024 dividend futures.</li>
<li>Even though the HSCEI 2024/25 dividend steepener has dropped by around 10 points in the last few weeks, we see further downside in the near-term.</li>
</ul>


The HSCEI 2024 dividend futures have moved higher following mainland China banks announcing that they will pay out interim dividends starting this year.
The HSCEI 2025 dividend futures have moved higher too, though they have lagged the HSCEI 2024 dividend futures.
Even though the HSCEI 2024/25 dividend steepener has dropped by around 10 points in the last few weeks, we see further downside in the near-term.


HSCEI Dividend Futures: Sell the 2024/25 Steepener

China

CNOOC Limited, through its subsidiaries, explores, develops, produces, and sells crude oil and natural gas. The Company focuses in the areas such as Bohai, Western South China Sea, Eastern South China Sea and East China Sea in offshore China. Internationally, the Group has oil and gas assets in Asia, Africa, North America, South America, and Oceania.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

CNOOC Ltd (ADR) (CEO US)

Screening for GEMs: June 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

China Gas Holdings (384 HK): Placement, Hydrogen Energy, LNG Terminal and Unicom/Sinopec Co-Ops

We are not too negative on the new share placement by China Gas. We think the recent strategic and operational initiatives position it well in the...

Osbert Tang, CFA

China Bluechemical Ltd (3983.HK) - Fertiliser Pricing on the Up

Investors can capitalize on rising food and energy prices in this fertiliser stock poised for an upswing, with a low valuation and a strong...

Rikki Malik

HK Strategy: Where Are the Short-Term Opportunities?

Li Auto, Link REIT, China Mengniu, Hang Lung Properties, and Galaxy Entertainment are massive laggards YTD but the recent rebound from the trough...

Osbert Tang, CFA

HSCEI Dividend Futures: Sell the 2024/25 Steepener

The HSCEI 2054 div futures have moved higher following China banks announcing that interim dividends will be paid. There is some upside from...

Brian Freitas

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Screening for GEMs: June 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

China Gas Holdings (384 HK): Placement, Hydrogen Energy, LNG Terminal and Unicom/Sinopec Co-Ops

We are not too negative on the new share placement by China Gas. We think the recent strategic and operational initiatives position it well in the...

Osbert Tang, CFA

China Bluechemical Ltd (3983.HK) - Fertiliser Pricing on the Up

​Investors can capitalize on rising food and energy prices in this fertiliser stock poised for an upswing, with a low valuation and a strong...

Rikki Malik

HK Strategy: Where Are the Short-Term Opportunities?

Li Auto, Link REIT, China Mengniu, Hang Lung Properties, and Galaxy Entertainment are massive laggards YTD but the recent rebound from the trough...

Osbert Tang, CFA

HSCEI Dividend Futures: Sell the 2024/25 Steepener

The HSCEI 2054 div futures have moved higher following China banks announcing that interim dividends will be paid. There is some upside from...

Brian Freitas

Investors can capitalize on rising food and energy prices in this fertiliser stock poised for an upswing, with a low valuation and a strong...