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 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 analyzed the Hong Kong Connect Scheme for April and highlight flows for China Mobile, SMIC, PetroChina, Sensetime, CNOOC, CCB, Tencent, HKEx.</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 analyzed the Hong Kong Connect Scheme for April and highlight flows for China Mobile, SMIC, PetroChina, Sensetime, CNOOC, CCB, Tencent, HKEx.


Hong Kong Connect Flows Monthly: China Mobile, SMIC, PetroChina, Sensetime, CNOOC, CCB, Tencent

Pan-Asia Index Flows & Special Situations, Quiddity Advisors

Janaghan Jeyakumar, CFA

Pan-Asia Index Flows & Special Situations

Quiddity Advisors

Pan-Asia Catalysts/Events

Event-Driven

<ul>
<li>In my previous insight in Mid-March 2023, we had a look at the potential index changes and the resultant capping flows for the HSTECH Index in June 2023.</li>
<li>Since then, our flow expectations have changed with changes in prices and/or float and total share counts.</li>
<li>Here are our latest flow expectations based on the current prices.</li>
</ul>


In my previous insight in Mid-March 2023, we had a look at the potential index changes and the resultant capping flows for the HSTECH Index in June 2023.
Since then, our flow expectations have changed with changes in prices and/or float and total share counts.
Here are our latest flow expectations based on the current prices.


Quiddity Jun23 HSTECH Flow Expectations Update: SHORT AAC Vs LONG Lenovo Might Be Interesting

<ul>
<li>In my previous insight in Mid-March 2023, we had a look at the potential index changes and the resultant capping flows for the HSCEI Index in June 2023.</li>
<li>Since then, our flow expectations have changed with changes in prices and/or float and total share counts.</li>
<li>Here are our latest flow expectations based on the current prices.</li>
</ul>


In my previous insight in Mid-March 2023, we had a look at the potential index changes and the resultant capping flows for the HSCEI Index in June 2023.
Since then, our flow expectations have changed with changes in prices and/or float and total share counts.
Here are our latest flow expectations based on the current prices.


Quiddity HSCEI Jun 23 Flow Expectations Update: Two Expected Changes, US$608mn One-Way Flow

<ul>
<li>We analyzed the latest HK SFC report for aggregate short position as of Apr 21st.</li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short changes in Galaxy Ent, Baba, East Buy, Anta Sports, Zijin Mining, Li Auto.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Apr 21st.
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short changes in Galaxy Ent, Baba, East Buy, Anta Sports, Zijin Mining, Li Auto.


HK Short Interest Weekly: Galaxy Ent, Baba, East Buy, Anta Sports, Zijin Mining, Li Auto

China

Tencent Holdings Limited operates as an investment holding company. The Company, through its subsidiaries, provides Internet and mobile value-added services (VAS), online advertising, and e-commerce transactions. Tencent Holdings offers services to users worldwide.

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Tencent (700 HK)

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

Hong Kong Connect Flows Monthly: China Mobile, SMIC, PetroChina, Sensetime, CNOOC, CCB, Tencent

We analyzed the Hong Kong Connect Scheme for April and highlight flows for China Mobile, SMIC, PetroChina, Sensetime, CNOOC, CCB, Tencent, HKEx.

Ke Yan, CFA, FRM

Quiddity Jun23 HSTECH Flow Expectations Update: SHORT AAC Vs LONG Lenovo Might Be Interesting

There seem to be 5 inflow names (including the expected ADD and 26 outflow names (including the expected DEL). At present, I estimate one-way flow...

Janaghan Jeyakumar, CFA

Quiddity HSCEI Jun 23 Flow Expectations Update: Two Expected Changes, US$608mn One-Way Flow

There seem to be 5 inflow names (including the two expected ADDs) and 47 outflow names (including the two expected DELs). My latest estimate for...

Janaghan Jeyakumar, CFA

HK Short Interest Weekly: Galaxy Ent, Baba, East Buy, Anta Sports, Zijin Mining, Li Auto

We analyzed the latest HK SFC report for aggregate short position as of Apr 21st and highlight short interest changes in Galaxy Ent, Baba, East...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)