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 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 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 over 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 analyzed the latest HK SFC report for aggregate short position as of Apr 29th. </li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short interest increases in Meituan, JD.com and short covers for CMB, Shenzhou International, Pacific Basin.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Apr 29th. 
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short interest increases in Meituan, JD.com and short covers for CMB, Shenzhou International, Pacific Basin.


HK Short Interest: Short Spikes in Meituan, JD.com

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Periscope Analytics

Periscope Analytics focuses on event-driven trades across Asia Pacific and provides comprehensive, timely and systematic coverage of index changes to major Asia Pacific indices in a structured manner.

The analysis includes forecasted inclusions and exclusions to all major Asian indices that have significant amount of tracking assets, including estimates of passive buy/sell flow on the stocks. The service also provides commentary and impact of market consultations, ground rule changes, and other events (IPOs, spin-offs, M&A) that could lead to index changes and passive flow.

Periscope Analytics works with multi-strategy hedge funds, proprietary trading firms, stat arb trading groups and long-only investors that invest and trade in the Asia Pacific region with the data being used to trade index rebalances, avoid pre-positioning and passive flow, and to time entry into and exit from stocks.

Event-Driven Trades Across Asia Pacific

<ul>
<li>We look at short interest across Hong Kong, Japan, Korea and Taiwan in April to identify stocks/sectors that have seen the largest changes in each market.</li>
<li>Korea and Taiwan are showing a clear divergence with short notional increasing as the market moves lower, indicative of new shorts being initiated.</li>
<li>
<a href="https://www.smartkarma.com/entities/china-merchants-bank-co-ltd-3388a037-4214-4997-b45d-520518cfdb57" target="_blank" data-smartkarma-citation="entities:10987:1" rel="noopener">China Merchants Bank H (3968 HK)</a> has seen the largest short covering as the stock has tumbled in the last couple of weeks.</li>
</ul>


We look at short interest across Hong Kong, Japan, Korea and Taiwan in April to identify stocks/sectors that have seen the largest changes in each market.
Korea and Taiwan are showing a clear divergence with short notional increasing as the market moves lower, indicative of new shorts being initiated.

China Merchants Bank H (3968 HK) has seen the largest short covering as the stock has tumbled in the last couple of weeks.


Asia Short Interest: Large Moves in April

<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>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 the past 3 years, and implemented in its current state for 18 months, the model has a solid real-world alpha-generating performance track record, set out 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 the past 3 years, and implemented in its current state for 18 months, the model has a solid real-world alpha-generating performance track record, set out in detail below.


China

Shenzhou International Group Holdings Ltd manufactures and processes textiles.  The Company produces, dyes, finishes, prints, embroiders, cuts, and sews knitwear.

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Shenzhou Intl Group Holdings (2313 HK)

Screening for GEMs: June 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

HK Short Interest: Short Spikes in Meituan, JD.com

We highlight weekly short interest increases in Meituan, JD.com and short covers for CMB, Shenzhou International, Pacific Basin based on the latest...

Ke Yan, CFA, FRM

Asia Short Interest: Large Moves in April

Short notional in Korea and Taiwan has been increasing as the market has been moving lower. Shorts on China Merchant Bank have been covered in...

Brian Freitas

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

Screening for GEMs: December 2021

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)