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 nearly 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 nearly 3 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


Pan-Asia Catalysts/Events, Quiddity Advisors

Travis Lundy

Pan-Asia Catalysts/Events

Quiddity Advisors

Index Rebalance

<ul>
<li>On Friday 24 February 2023, the Hang Seng Index Committee announced changes for the HSTECH Index - <a href="https://www.smartkarma.com/entities/weibo-corp" target="_blank" data-smartkarma-citation="entities:35280:1" rel="noopener">Weibo Corp (9898 HK)</a> IN, <a href="https://www.smartkarma.com/entities/ming-yuan-cloud-group" target="_blank" data-smartkarma-citation="entities:29268:1" rel="noopener">Ming Yuan Cloud Group (909 HK)</a> OUT.</li>
<li>Notably, the changes in FAF due to the new treatment for Dual Primary Companies means decent boosts in weight for <a href="https://www.smartkarma.com/entities/xpeng-inc-4cc65854-d10c-4d20-bf7e-ca0e016715ff" target="_blank" data-smartkarma-citation="entities:33772:1" rel="noopener">XPeng (9868 HK)</a> and <a href="https://www.smartkarma.com/entities/li-auto-inc-3dbe6187-544f-40dd-b9f9-72fba9c0110e" target="_blank" data-smartkarma-citation="entities:33811:1" rel="noopener">Li Auto (2015 HK)</a>. </li>
<li>Of the three "major" indices, this one produces the most fun - US$900mm+ and 8.7% flow one-way. And the big flows are additive to the other indices.</li>
</ul>


On Friday 24 February 2023, the Hang Seng Index Committee announced changes for the HSTECH Index - Weibo Corp (9898 HK) IN, Ming Yuan Cloud Group (909 HK) OUT.
Notably, the changes in FAF due to the new treatment for Dual Primary Companies means decent boosts in weight for XPeng (9868 HK) and Li Auto (2015 HK). 
Of the three "major" indices, this one produces the most fun - US$900mm+ and 8.7% flow one-way. And the big flows are additive to the other indices.


HSTECH Mar23 Index Review/​Flows - Weibo IN, Ming Yuan Cloud OUT, BIGLY Flows on Li Auto & Xpeng

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>
<a href="https://www.smartkarma.com/entities/weibo-corp" target="_blank" data-smartkarma-citation="entities:35280:1" rel="noopener">Weibo Corp (9898 HK)</a> replaces <a href="https://www.smartkarma.com/entities/ming-yuan-cloud-group" target="_blank" data-smartkarma-citation="entities:29268:1" rel="noopener">Ming Yuan Cloud Group (909 HK)</a> in the <a href="https://www.smartkarma.com/entities/hang-seng-tech-index" target="_blank" data-smartkarma-citation="entities:31367:1" rel="noopener">Hang Seng Tech Index (HSTECH INDEX)</a> at the close on 10 March.</li>
<li>Using prices from the close on 24 February, estimated one-way turnover is 8.92% and will result in a one-way trade of HK$7,078m at the close on 10 March.</li>
<li>There will be big buying on <a href="https://www.smartkarma.com/entities/li-auto-inc-3dbe6187-544f-40dd-b9f9-72fba9c0110e" target="_blank" data-smartkarma-citation="entities:33811:1" rel="noopener">Li Auto (2015 HK)</a> and <a href="https://www.smartkarma.com/entities/xpeng-inc-4cc65854-d10c-4d20-bf7e-ca0e016715ff" target="_blank" data-smartkarma-citation="entities:33772:1" rel="noopener">XPeng (9868 HK)</a> due to a change in the index handling methodology for Dual Primary listings.</li>
</ul>



Weibo Corp (9898 HK) replaces Ming Yuan Cloud Group (909 HK) in the Hang Seng Tech Index (HSTECH INDEX) at the close on 10 March.
Using prices from the close on 24 February, estimated one-way turnover is 8.92% and will result in a one-way trade of HK$7,078m at the close on 10 March.
There will be big buying on Li Auto (2015 HK) and XPeng (9868 HK) due to a change in the index handling methodology for Dual Primary listings.


HSTECH Index Rebalance: Weibo Replaces Ming Yuan Cloud; Big Inflows on Li Auto & XPeng

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 Feb 17th.</li>
<li>Top short increases and decreases were tabulated for one week and four week period. </li>
<li>We highlight short changes in Ctg Duty-Free, Xiaomi, China Shenhua, Meituan, Jd.</li>
</ul>


We analyzed the latest HK SFC report for aggregate short position as of Feb 17th.
Top short increases and decreases were tabulated for one week and four week period. 
We highlight short changes in Ctg Duty-Free, Xiaomi, China Shenhua, Meituan, Jd.


HK Short Interest Weekly: CDF, Xiaomi, China Shenhua, Meituan, Jd

<ul>
<li>We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Feb 24th based on HKEx daily reports.</li>
<li>In the past 7 days, the top 3 companies that repurchased the most shares from the market were Great Wall Motor (2333 HK), China Mengniu (2319 HK), Esr (1821 HK).</li>
<li>In the past 30 days, the top 3 companies that repurchased the most shares from the market were Aia (1299 HK), Great Wall Motor (2333 HK), Esr (1821 HK).</li>
</ul>


We analyze statistics on top repurchases over one week, one month, one quarter and one year periods ended on Feb 24th based on HKEx daily reports.
In the past 7 days, the top 3 companies that repurchased the most shares from the market were Great Wall Motor (2333 HK), China Mengniu (2319 HK), Esr (1821 HK).
In the past 30 days, the top 3 companies that repurchased the most shares from the market were Aia (1299 HK), Great Wall Motor (2333 HK), Esr (1821 HK).


Hong Kong Buybacks Weekly (Feb 24th): Great Wall Motor, China Mengniu Dairy, Esr

China

Xiaomi Corporation manufactures communication equipment and parts. The Company produces and sells mobile phones, smart phone software,  set-top boxes, and related accessories. Xiaomi markets its products worldwide.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

Xiaomi (1810 HK)

Screening for GEMs: March 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

HSTECH Mar23 Index Review/Flows - Weibo IN, Ming Yuan Cloud OUT, BIGLY Flows on Li Auto & Xpeng

HSTECH is the most interesting of the 3 major Hang Seng indices. There is one inclusion worth 0.04% but the index sees 8.7% one-way turnover on...

Travis Lundy

HSTECH Index Rebalance: Weibo Replaces Ming Yuan Cloud; Big Inflows on Li Auto & XPeng

Weibo replaces Ming Yuan Cloud in March. There will be big inflows on Li Auto & XPeng due to index handling changes for dual primary listings....

Brian Freitas

HK Short Interest Weekly: CDF, Xiaomi, China Shenhua, Meituan, Jd

We analyzed the latest HK SFC report for aggregate short position as of Feb 17th and highlight short interest changes in CDF, Xiaomi, China...

Ke Yan, CFA, FRM

Hong Kong Buybacks Weekly (Feb 24th): Great Wall Motor, China Mengniu Dairy, Esr

We analyzed the Hong Kong buyback data in the past week and highlight the top 3 companies that repurchased the most shares were Great Wall Motor...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Screening for GEMs: March 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

HSTECH Mar23 Index Review/​Flows - Weibo IN, Ming Yuan Cloud OUT, BIGLY Flows on Li Auto & Xpeng

HSTECH is the most interesting of the 3 major Hang Seng indices. There is one inclusion worth 0.04% but the index sees 8.7% one-way turnover on...

Travis Lundy

HSTECH Index Rebalance: Weibo Replaces Ming Yuan Cloud; Big Inflows on Li Auto & XPeng

Weibo replaces Ming Yuan Cloud in March. There will be big inflows on Li Auto & XPeng due to index handling changes for dual primary listings....

Brian Freitas

HK Short Interest Weekly: CDF, Xiaomi, China Shenhua, Meituan, Jd

We analyzed the latest HK SFC report for aggregate short position as of Feb 17th and highlight short interest changes in CDF, Xiaomi, China...

Ke Yan, CFA, FRM

Hong Kong Buybacks Weekly (Feb 24th): Great Wall Motor, China Mengniu Dairy, Esr

We analyzed the Hong Kong buyback data in the past week and highlight the top 3 companies that repurchased the most shares were Great Wall Motor...

Ke Yan, CFA, FRM

HSTECH Mar23 Index Review/Flows - Weibo IN, Ming Yuan Cloud OUT, BIGLY Flows on Li Auto & Xpeng