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.


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 highlight inflows into Tencent, Meituan, China Mobile, ICBC, Bilibili, and outflows from CCB, Geely, Sunny Optical.</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 highlight inflows into Tencent, Meituan, China Mobile, ICBC, Bilibili, and outflows from CCB, Geely, Sunny Optical.


Hong Kong Connect Flows Monthly: 1Y High Inflows in March

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>Total short interest in Hong Kong is HK$435.1bn, marginally higher from end-December. Short notional has moved in line with the <a href="https://www.smartkarma.com/entities/hong-kong-hang-seng-index" target="_blank" data-smartkarma-citation="entities:22899:1" rel="noopener">Hong Kong Hang Seng Index (HSI INDEX)</a>. </li>
<li>Total short notional of the KOSPI and KOSDAQ market has moved up since end-December and is in line with the move higher in the <a href="https://www.smartkarma.com/entities/korea-stock-exchange-kospi-200-index" target="_blank" data-smartkarma-citation="entities:26021:1" rel="noopener">KOSPI2 INDEX</a> and <a href="https://www.smartkarma.com/entities/kosdaq-150-index" target="_blank" data-smartkarma-citation="entities:31077:1" rel="noopener">KOSDAQ 150 Index</a>.</li>
<li>Short notional in Taiwan is lower over the quarter even as the <a href="https://www.smartkarma.com/entities/taiwan-stock-exchange-weighted-index" target="_blank" data-smartkarma-citation="entities:26056:1" rel="noopener">TWSE INDEX</a> has moved higher over the period. There has been big short covering on some stocks.</li>
</ul>


Total short interest in Hong Kong is HK$435.1bn, marginally higher from end-December. Short notional has moved in line with the Hong Kong Hang Seng Index (HSI INDEX). 
Total short notional of the KOSPI and KOSDAQ market has moved up since end-December and is in line with the move higher in the KOSPI2 INDEX and KOSDAQ 150 Index.
Short notional in Taiwan is lower over the quarter even as the TWSE INDEX has moved higher over the period. There has been big short covering on some stocks.


Short Interest Movements (Q1 2023): HK, Korea, Taiwan, Australia

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of March 31st.</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, Meituan, Bilibili, Lenovo, Kingsoft, China Construction Bank.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine for holding position as of March 31st.
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, Meituan, Bilibili, Lenovo, Kingsoft, China Construction Bank.


Hong Kong Connect Flows (Mar 31st): Tencent, Meituan, Bilibili, Lenovo, Kingsoft, CCB

China/Asia TMT

Shawn Yang

China growth and global non-US Internet equities

Blue Lotus Research Institute

Blue Lotus Research is a Hong Kong Type 4 Licensed investment advisory firm focusing on Chinese growth equities and global non-US Internet equities

Thematic (Sector/Industry)

<ul>
<li>Even though we are long-term optimistic on the rise of Chinese consumer brands, we believe short-term optimism is misplaced. </li>
<li>Two themes: (1) structural changes led by China’s transition to an older and more affluent society, (2) substitution and globalization that can break the ceiling for valuation;</li>
<li>Our TOP PICKS are Li Auto, Atour, Luckin, FUTU, BEKE and Miniso</li>
</ul>


Even though we are long-term optimistic on the rise of Chinese consumer brands, we believe short-term optimism is misplaced. 
Two themes: (1) structural changes led by China’s transition to an older and more affluent society, (2) substitution and globalization that can break the ceiling for valuation;
Our TOP PICKS are Li Auto, Atour, Luckin, FUTU, BEKE and Miniso


[Consumer Brands Deep Dive]:Structural and Substitution Drive Chinese Consumer

China

Li Ning Company Limited researches, designs, manufactures, distributes, and retails sports footwear, apparel and accessories for sport and leisure use.

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Li Ning (2331 HK)

Screening for GEMs: April 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: 1Y High Inflows in March

We analyzed the Hong Kong Connect Scheme for March and highlight flows for Tencent, Meituan, China Mobile, ICBC, Bilibili, CCB, Geely, Sunny Optical.

Ke Yan, CFA, FRM

Short Interest Movements (Q1 2023): HK, Korea, Taiwan, Australia

The Insight looks at movements in short interest across HK, Korea, Taiwan and Australia stocks over Q1 and highlights large increases/decreases in...

Brian Freitas

Hong Kong Connect Flows (Mar 31st): Tencent, Meituan, Bilibili, Lenovo, Kingsoft, CCB

We analyzed southbound Hong Kong connect flows in the past week and highlight flows for Tencent, Meituan, Bilibili, Lenovo, Kingsoft, China...

Ke Yan, CFA, FRM

[Consumer Brands Deep Dive]:Structural and Substitution Drive Chinese Consumer

Chinese underconsumption is only half true. It only occurs in categories associated with development stages; Our TOP PICKS are Li Auto, Atour,...

Blue Lotus Research Institute

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