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 nearly 4 years and implemented in its current state for nearly 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 nearly 4 years and implemented in its current state for nearly 2 years, the model has a solid real-world alpha-generating performance track record, discussed in detail below.


Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

Cross Asset Strategy

<ul>
<li>China allocations fall to a 2-year low, driven by widespread closures in <a href="https://www.smartkarma.com/entities/alibaba-group-holding-ltd" target="_blank" data-smartkarma-citation="entities:787:1" rel="noopener">Alibaba Group (BABA US)</a> New Oriental Education (EDU US), China Mobile (941 HK) and CNOOC Ltd.</li>
<li>Active GEM Managers head in to 2022 with Consumer Discretionary and Communication Services the key China sector exposures, though Industrial stocks stand out the main overweight.</li>
<li>On a stock level, the most widely held company is Tencent, held by 81% of the managers in our analysis and taking the crown from Alibaba Group in 2021. </li>
</ul>


China allocations fall to a 2-year low, driven by widespread closures in Alibaba Group (BABA US) New Oriental Education (EDU US), China Mobile (941 HK) and CNOOC Ltd.
Active GEM Managers head in to 2022 with Consumer Discretionary and Communication Services the key China sector exposures, though Industrial stocks stand out the main overweight.
On a stock level, the most widely held company is Tencent, held by 81% of the managers in our analysis and taking the crown from Alibaba Group in 2021. 


China:  EM Active Fund Positioning Update.  BABA Drives Allocations Lower

<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 20 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 20 months, the model has a solid real-world alpha-generating performance track record, set out 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.</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 inflows into Tencent, Meituan, CNOOC and outflows from Wuxi Biologics, and CR Power</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight inflows into Tencent, Meituan, CNOOC and outflows from Wuxi Biologics, and CR Power


Hong Kong Connect Flows: Tencent, Meituan, CNOOC

<ul>
<li>We analyze the weekly Hong Kong Connect flows with our data engine.</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 inflows into CNOOC, Meituan, Xiaomi, alongside utility names.</li>
</ul>


We analyze the weekly Hong Kong Connect flows with our data engine.
The top stocks by inflows and outflows were tabulated for all market, HSCEI, mid cap and s/mid cap groups.
We highlight inflows into CNOOC, Meituan, Xiaomi, alongside utility names.


Hong Kong Connect Flows: Chinese Were Buying Utilities Towards End of 2021

China

CNOOC Limited, through its subsidiaries, explores, develops, produces, and sells crude oil and natural gas. The Company focuses in the areas such as Bohai, Western South China Sea, Eastern South China Sea and East China Sea in offshore China. Internationally, the Group has oil and gas assets in Asia, Africa, North America, South America, and Oceania.

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

CNOOC Ltd (883 HK)

Screening for GEMs: February 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

China: EM Active Fund Positioning Update. BABA Drives Allocations Lower

China allocations fall to 2-year low, driven by widespread closures in Alibaba Group, New Oriental Education, China Mobile and CNOOC Ltd.

Steven Holden

Screening for GEMs: January 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

Hong Kong Connect Flows: Tencent, Meituan, CNOOC

We highlight weekly connect inflows into Tencent (700 HK), Meituan (3690 HK), CNOOC (883 HK) and outflows from Wuxi Biologics (2269 HK), and CR...

Ke Yan, CFA, FRM

Hong Kong Connect Flows: Chinese Were Buying Utilities Towards End of 2021

We highlight weekly Hong Kong Connect inflows into CNOOC, Meituan, Xiaomi, alongside utility names (Longyuan, China Resource Power, China Power...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)