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

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.

Senior Credit Analyst, Lucror Analytics

Leonard Law, CFA

Senior Credit Analyst

High Yield Experts

Lucror Analytics

Lucror Analytics is a leading credit and ESG research specialist and a provider of technology solutions for differentiated fixed income strategies. Our roots are in bottom-up fundamental credit analysis with a specialization in high yield corporate credits from Europe, Asia and Latin America. We are one of few research specialists integrating ESG considerations with fundamental credit research through a dedicated ESG platform. Our ESG assessment covers five key criteria: Disclosure, E,S, & G Pillars, Controversies, ESG Impact on Credit and ESG Momentum.

Recognizing the importance and value-add of Factor Investing in fixed income, Lucror developed the Smart Quant Navigator (SQN), an intuitive platform that helps clients devise and implement factor-based strategies ranging from pure quant to active fundamental, with integrated ESG.

Our company has been at the forefront of developments in the fixed income markets, identifying opportunities and consistently delivering new products and value-adding solutions to clients. Lucror has close relationships with the largest and most reputable asset managers, family offices, hedge funds, investment and wealth managers globally.

Credit

In this month’s "In-Focus" section, we discuss Chinese developers’ urban redevelopment businesses, including local governments' role in urban renewal projects and the various redevelopment models, as well as the impact of such projects on companies' financials. We also give an overview of recent bond defaults. The Asia Monthly focuses on providing updates on recent events, information on new issues and spread movements, as well as summarising our top picks, and discussing specific areas of interest in the "In-Focus" section. The Asia Monthly is intended to broaden investors' understanding of the Asian USD high-yield market.

  In this month’s "In-Focus" section, we discuss Chinese developers’ urban redevelopment businesses, including local governments' role in urban renewal projects and the various redevelopment models, as well as the impact of such projects on companies' financials. We also give an overview of recent bond defaults.   The Asia Monthly focuses on providing updates on recent events, information on new issues and spread movements, as well as summarising our top picks, and discussing specific areas of interest in the "In-Focus" section. The Asia Monthly is intended to broaden investors' understanding of the Asian USD high-yield market. 

Asia HY Monthly - Chinese Developers’ Urban Redevelopment Businesses - Lucror Analytics

Asia Pac IPO & Placement Research, China biotech, Aequitas Research

Ke Yan, CFA, FRM

Asia Pac IPO & Placement Research, China biotech

IPOs and Placements coverage across Asia Pacific

Aequitas Research

We cover all listing across the Asia Pacific along with follow-up placements. As of Dec 2020, our team had covered 539 IPOs with a hit rate of 73.5% and 685 placements with a hit rate of 66.8%.

We combine fundamental bottom-up views with our proprietary quantitative framework to provide a holistic coverage across new listings and placements. Our coverage includes pre-IPO notes before the deal is launched, follow-up analysis once the deal is live and post-listing trading analysis as well.

In our weekly HK Connect Flow series, we aim to highlight key stocks and sectors which the mainland investors traded via the southbound Hong Kong Connect, as analyzed by our proprietary data engine.Since the opening of Hong Kong Connect scheme in 2014, southbound Chinese money started to play an increasingly important role in the Hong Kong stock market. In a Hong Kong exchange report released in July 2019, the exchange highlighted that flows from mainland China accounted for 12% of the total trading volume in the market and is ahead of the US investors' 10% and UK investors' 7% share respectively. We split the stocks eligible for the Hong Kong Connect trade into three groups: HSCEI component stocks, stocks with a market capitalization between USD 1 billion and USD 5 billion, and stocks with a market capitalization between USD 500 million and USD 1 billion.In this insight, we will highlight inflows into Semiconductor Manufacturing International Corporation (981 HK), Cosco Shipping Holdings Co., Ltd. (1919 HK), Wuxi Biologics (Cayman) Inc. (2269 HK), Geely Automobile Holdings Limited (175 HK), as well as outflows from Tencent Holdings Limited (700 HK), and Meituan (3690 HK).

In our weekly HK Connect Flow series, we aim to highlight key stocks and sectors which the mainland investors traded via the southbound Hong Kong Connect, as analyzed by our proprietary data engine.Since the opening of Hong Kong Connect scheme in 2014, southbound Chinese money started to play an increasingly important role in the Hong Kong stock market. In a Hong Kong exchange report released in July 2019, the exchange highlighted that flows from mainland China accounted for 12% of the total trading volume in the market and is ahead of the US investors' 10% and UK investors' 7% share respectively. We split the stocks eligible for the Hong Kong Connect trade into three groups: HSCEI component stocks, stocks with a market capitalization between USD 1 billion and USD 5 billion, and stocks with a market capitalization between USD 500 million and USD 1 billion.In this insight, we will highlight inflows into Semiconductor Manufacturing International Corporation (981 HK), Cosco Shipping Holdings Co., Ltd. (1919 HK), Wuxi Biologics (Cayman) Inc. (2269 HK), Geely Automobile Holdings Limited (175 HK), as well as outflows from Tencent Holdings Limited (700 HK), and Meituan (3690 HK).

Hong Kong Connect Flows: Inflows into SMIC & Autos

The Asia HY Trade Book for the month of July includes a summary of our recommendations, as well as our high-conviction ideas. The report also features relative-value charts and lists of the bonds in the Lucror Asia HY index.

  The Asia HY Trade Book for the month of July includes a summary of our recommendations, as well as our high-conviction ideas. The report also features relative-value charts and lists of the bonds in the Lucror Asia HY index. 

Asia HY Trade Book - July 2021 - Lucror Analytics

China Specialist, Auto and Industrial Specialist

Victoria Li

Equity Bottom-Up

Geely's share performance has been under pressure these days, due to 1) mismatch between unveiled model details of ZEEKR 001 and expectations of blind order customers; 2) yoy growth rates has been weak of late.We don’t think investors should worry too much about these transitory issues and short term weakness bring buying opportunity. Reiterate BUY.

Geely's share performance has been under pressure these days, due to 1) mismatch between unveiled model details of ZEEKR 001 and expectations of blind order customers; 2) yoy growth rates has been weak of late.We don’t think investors should worry too much about these transitory issues and short term weakness bring buying opportunity. Reiterate BUY.

Geely: Blind Ordering Expectations Mismatch Transitory, Buy on Weakness

Hong Kong

Geely Automobile Holdings Limited operates as a passenger vehicles manufacturing company. The Company provides passenger vehicles development, manufacturing, sales, and other services. Geely Automobile Holdings also exports passenger vehicles.

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

Geely Auto (175 HK)

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

Asia HY Monthly - Chinese Developers’ Urban Redevelopment Businesses - Lucror Analytics

In this month’s "In-Focus" section, we discuss Chinese developers’ urban redevelopment businesses, including local governments' role in urban...

Lucror Analytics

Hong Kong Connect Flows: Inflows into SMIC & Autos

We will highlight weekly top inflows into SMIC (981 HK), Cosco Shipping (1919 HK), Wuxi Biologics (2269 HK), Geely Automobile Holdings Limited (175...

Ke Yan, CFA, FRM

Asia HY Trade Book - July 2021 - Lucror Analytics

The Asia HY Trade Book for the month of July includes a summary of our recommendations, as well as our high-conviction ideas. The report also...

Lucror Analytics

Geely: Blind Ordering Expectations Mismatch Transitory, Buy on Weakness

Geely's share performance has been under pressure these days, due to 1) mismatch between unveiled model details of ZEEKR 001 and expectations of...

Victoria Li

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)