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 3 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 3 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 for holding position as of May 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 flows for Tencent, China Mobile, Li Ning, China Construction Bank.</li>
</ul>


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


Hong Kong Connect Flows (May 25th): Tencent, China Mobile, Li Ning, China Construction Bank

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of May 19th.</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 flows for Tencent, China Construction Bank, China Mobile, Li Auto.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of May 19th.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight flows for Tencent, China Construction Bank, China Mobile, Li Auto.


Hong Kong Connect Flows (May 19th): Tencent, China Construction Bank, China Mobile, Li Auto

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of May 12th.</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 flows for Cnooc, Bank Of China, Petrochina, China Shenhua Energy, CCB, HKEX, SMIC.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of May 12th.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight flows for Cnooc, Bank Of China, Petrochina, China Shenhua Energy, CCB, HKEX, SMIC.


Hong Kong Connect Flows (May 12th): CNOOC, BOC, Petrochina, China Shenhua Energy, CCB, HKEX, SMIC

Hong Kong

China Resources Beer (Holdings) Company Limited is an alcoholic beverage retailer.

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China Resources Beer Holdings (291 HK)

Screening for GEMs: June 2023

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 (May 25th): Tencent, China Mobile, Li Ning, China Construction Bank

We analyzed the Hong Kong Connect Scheme for last week and highlight flows for Tencent, China Mobile, Li Ning, China Construction Bank。

Ke Yan, CFA, FRM

Hong Kong Connect Flows (May 19th): Tencent, China Construction Bank, China Mobile, Li Auto

We analyzed southbound Hong Kong connect flows in the past week and highlight flows for Tencent, China Construction Bank, China Mobile, Li Auto.

Ke Yan, CFA, FRM

Hong Kong Connect Flows (May 12th): CNOOC, BOC, Petrochina, China Shenhua Energy, CCB, HKEX, SMIC

We analyzed southbound Hong Kong connect flows in the past week and highlight flows for Cnooc, Bank Of China, Petrochina, China Shenhua Energy,...

Ke Yan, CFA, FRM

Screening for GEMs: May 2023

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)