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

<ul>
<li>An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.</li>
<li>The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.</li>
<li>Developed over roughly 4 years and implemented in its current state for over 2 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.</li>
</ul>


An overview (and output) of our machine learning-driven GEM screening model, which seeks to find the best medium-term long ideas within the top 100 stocks in the MSCI GEM Index.
The model is based on 1) a quantitative multifactor screening model, enhanced by two AI Technology-based approaches; 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model.
Developed over roughly 4 years and implemented in its current state for over 2 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

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.

Equity Capital Markets

Weilong Delicious Global Holdi / Equity Capital Markets

<ul>
<li>
<a href="https://www.smartkarma.com/entities/weilong-delicious-global-holdings-ltd" target="_blank" data-smartkarma-citation="entities:33378:1" rel="noopener">Weilong Delicious Global (WDG HK)</a>, a spicy snack food company in China, aims to raise around US$200m in its Hong Kong IPO.</li>
<li>According to F&amp;S, WDG ranked first among spicy snack food enterprises in China, with a market share of 6.2%, and in the seasoned flour product and spicy vegetable snacks categories.</li>
<li>In this note, we provide an update to our earlier peer comparison and valuations.</li>
</ul>



Weilong Delicious Global (WDG HK), a spicy snack food company in China, aims to raise around US$200m in its Hong Kong IPO.
According to F&amp;S, WDG ranked first among spicy snack food enterprises in China, with a market share of 6.2%, and in the seasoned flour product and spicy vegetable snacks categories.
In this note, we provide an update to our earlier peer comparison and valuations.


Weilong Delicious Global Pre-IPO - Updated Peer Comp and Valuation

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

Ke Yan, CFA, FRM

Asia Pac IPO & Placement Research, China biotech

<ul>
<li>We analyze the monthly Hong Kong Connect flows with our data engine.</li>
<li>We tabulate the top stocks by inflows, outlfows, and holding by mainland investors.</li>
<li>We highlight inflows into Tencent, Wuxi Biologics, HKEx, Country Garden, and outflows from Meituan, ICBC, China Pacific, COSCO Shipping, Xiaomi.</li>
</ul>


We analyze the monthly Hong Kong Connect flows with our data engine.
We tabulate the top stocks by inflows, outlfows, and holding by mainland investors.
We highlight inflows into Tencent, Wuxi Biologics, HKEx, Country Garden, and outflows from Meituan, ICBC, China Pacific, COSCO Shipping, Xiaomi.


Hong Kong Connect Flows Monthly: $7bn Inflows in November

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of November 25th.</li>
<li>The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.</li>
<li>We highlight inflows into Tencent, China Mobile, Kuaishou, Xpeng, and outflows from Meituan, Li Ning.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of November 25th.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight inflows into Tencent, China Mobile, Kuaishou, Xpeng, and outflows from Meituan, Li Ning.


Hong Kong Connect Flows (Nov 25th): Tencent, China Mobile, Kuaishou, Xpeng, Meituan, Li Ning

<ul>
<li>We analyzed the latest HK SFC report for aggregate short position as of Nov 18th.</li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short changes in Tencent (700 HK), HKEx (388 HK), Innovent (1801 HK). </li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Nov 18th.
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short changes in Tencent (700 HK), HKEx (388 HK), Innovent (1801 HK). 


HK Short Interest Weekly: Tencent, HKEx, Innovent

China

Li Ning Company Limited researches, designs, manufactures, distributes, and retails sports footwear, apparel and accessories for sport and leisure use.

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Li Ning (2331 HK)

Screening for GEMs: December 2022

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

Weilong Delicious Global Pre-IPO - Updated Peer Comp and Valuation

Weilong Delicious Global, a spicy snack food company in China, aims to raise around US$200m in its Hong Kong IPO. In this note, we provide an...

Sumeet Singh

Hong Kong Connect Flows Monthly: $7bn Inflows in November

We analyzed the Hong Kong Connect Scheme for November and highlight flows for Tencent, Wuxi Biologics, HKEx, Country Garden, Meituan, ICBC, China...

Ke Yan, CFA, FRM

Hong Kong Connect Flows (Nov 25th): Tencent, China Mobile, Kuaishou, Xpeng, Meituan, Li Ning

We analyzed the Hong Kong Connect Scheme for last week and highlight flows for Tencent, China Mobile, Kuaishou, Xpeng, Meituan, Li Ning.

Ke Yan, CFA, FRM

HK Short Interest Weekly: Tencent, HKEx, Innovent

We analyzed the latest HK SFC report for aggregate short position as of Nov 18th and highlight short interest changes in Tencent, HKEx, Innovent...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)