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 June 30th.</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 estimate that the outflows were USD 20 million and highlight flows for ICBC.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of June 30th.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups. 
We estimate that the outflows were USD 20 million and highlight flows for ICBC.


Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

Equity Capital Markets

<ul>
<li>We spent the second half of last week meeting ECM focused clients in Hong Kong.</li>
<li>Overall, the mood remains somewhat grim for Hong Kong/China and it will be up to a few upcoming deals to open up the market again.</li>
<li>In this note, we talk about some of the feedback for the upcoming IPOs and placements.</li>
</ul>


We spent the second half of last week meeting ECM focused clients in Hong Kong.
Overall, the mood remains somewhat grim for Hong Kong/China and it will be up to a few upcoming deals to open up the market again.
In this note, we talk about some of the feedback for the upcoming IPOs and placements.


ECM Asia Takeaways from Hong Kong Investor Meetings - Rakuten, Growatt, JD Industrial and Others

<ul>
<li>We analyzed the latest HK SFC report for aggregate short position as of May 12th.</li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short changes in Longfor, Cosco Ship Holding, CCB.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of May 12th.
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short changes in Longfor, Cosco Ship Holding, CCB.


HK Short Interest Weekly: Longfor, Cosco Ship Holding, CCB

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: July 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 (Jun 30th): ICBC

We analyzed southbound Hong Kong connect flows in the past week. We estimate the outflows to be USD 20 million and highlight flows for ICBC.

Ke Yan, CFA, FRM

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

ECM Asia Takeaways from Hong Kong Investor Meetings - Rakuten, Growatt, JD Industrial and Others

We spent the second half of last week meeting ECM focused clients in Hong Kong. In this note, we talk about some of the investor feedback for live...

Sumeet Singh

HK Short Interest Weekly: Longfor, Cosco Ship Holding, CCB

We analyzed the latest HK SFC report for aggregate short position as of May 12th and highlight short interest changes in Longfor, Cosco Ship...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)