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 top100 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 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 top100 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 2 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


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.

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine.</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 southbound inflows into stocks including Meituan, Anta, Li Ning.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight southbound inflows into stocks including Meituan, Anta, Li Ning.


Hong Kong Connect Flows: Meituan, Anta, Li Ning

<ul>
<li>We analyzed the latest HK SFC report for aggregate short position as of Apr 22nd. </li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short increases in Shenzhou Intl, CK Hutchison, and short covers in China Merchants Bank.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Apr 22nd. 
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short increases in Shenzhou Intl, CK Hutchison, and short covers in China Merchants Bank.


HK Short Interest: Shenzhou Intl, CKH, CMB

<ul>
<li>We analyzed the latest HK SFC report for aggregate short position as of Apr 14th.  The release of report is delayed due to Hong Kong trading holiday.</li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short increases in Galaxy Entertainment, JD as well as short covers in Alibaba, Baidu.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Apr 14th.  The release of report is delayed due to Hong Kong trading holiday.
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short increases in Galaxy Entertainment, JD as well as short covers in Alibaba, Baidu.


HK Short Interest: Galaxy Entertainment, JD.com, Alibaba, Baidu

<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 top100 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 nearly 4 years and implemented in its current state for nearly 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 top100 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 nearly 4 years and implemented in its current state for nearly 2 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


China

ANTA Sports Products Limited designs, develops, manufactures, and markets sportswear, including sports footwear and apparel for professionals and the general public.

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Anta Sports Products (2020 HK)

Screening for GEMs: May 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

Hong Kong Connect Flows: Meituan, Anta, Li Ning

We highlight weekly Hong Kong Connect southbound inflows into stocks including Meituan, Anta, Li Ning that worth investors' attention.

Ke Yan, CFA, FRM

HK Short Interest: Shenzhou Intl, CKH, CMB

We highlight week on week short increases in Shenzhou Intl, CK Hutchison, and short covers in China Merchants Bank based on the latest HK SFC short...

Ke Yan, CFA, FRM

HK Short Interest: Galaxy Entertainment, JD.com, Alibaba, Baidu

We highlight week on week short increases in Galaxy Entertainment, JD as well as short covers in Alibaba, Baidu based on the latest HK SFC short...

Ke Yan, CFA, FRM

Screening for GEMs: April 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

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)