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 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 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 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 southbound inflows into stocks including Meituan, Anta, Li Ning.</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 southbound inflows into stocks including Meituan, Anta, Li Ning.


Hong Kong Connect Flows: Meituan, Anta, Li Ning

CEO, A. Stotz Investment Research

Dr. Andrew Stotz, CFA

Quantamental Investing to beat Benchmarks

A. Stotz Investment Research

We pick stocks. We construct portfolios. All our effort is focused on how to better pick stocks and construct portfolios. We serve fund management companies, family offices, and high net worth individuals.

Thematic (Sector/Industry)

<ul>
<li>We highlight 14 stocks in Asia that look interesting to us based on our FVMR methodology</li>
<li>Portfolio changes: Five stock remains, and nine new join the fray</li>
<li>Since its inception, the portfolio has gained 75% versus MSCI Asia ex Japan's 64%</li>
</ul>


We highlight 14 stocks in Asia that look interesting to us based on our FVMR methodology
Portfolio changes: Five stock remains, and nine new join the fray
Since its inception, the portfolio has gained 75% versus MSCI Asia ex Japan's 64%


Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

Equity Capital Markets

Belle International Holdings / Equity Capital Markets

<ul>
<li>Belle Fashion (BF) aims to raise around US$1bn in its Hong Kong listing, which would mark its return to the stock market after five years.</li>
<li>Belle Fashion is the largest China-based fashion footwear and apparel group based on 2020 retail sales value, according to Frost &amp; Sullivan (F&amp;S). </li>
<li>In this note, we'll talk about the not so positive aspects of the deal.</li>
</ul>


Belle Fashion (BF) aims to raise around US$1bn in its Hong Kong listing, which would mark its return to the stock market after five years.
Belle Fashion is the largest China-based fashion footwear and apparel group based on 2020 retail sales value, according to Frost &amp; Sullivan (F&amp;S). 
In this note, we'll talk about the not so positive aspects of the deal.


Belle Fashion Pre-IPO - The Negatives - You'll Stumble in My Footsteps

<ul>
<li>Belle Fashion (BF) aims to raise around US$1bn in its Hong Kong listing, which would mark its return to the stock market after five years.</li>
<li>Belle Fashion is the largest China-based fashion footwear and apparel group based on 2020 retail sales value, according to Frost &amp; Sullivan (F&amp;S). </li>
<li>In this note, we will talk about the positive aspects of the deal.</li>
</ul>


Belle Fashion (BF) aims to raise around US$1bn in its Hong Kong listing, which would mark its return to the stock market after five years.
Belle Fashion is the largest China-based fashion footwear and apparel group based on 2020 retail sales value, according to Frost &amp; Sullivan (F&amp;S). 
In this note, we will talk about the positive aspects of the deal.


Belle Fashion Pre-IPO - The Positives - Try Walking in My Shoes

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: May 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: Meituan, Anta, Li Ning

We highlight weekly Hong Kong Connect southbound inflows into stocks including Meituan, Anta, Li Ning that worth investors' attention.

Ke Yan, CFA, FRM

The Stocks to Own in Asia – Vol. 36

We highlight 14 stocks in Asia that look interesting to us based on our FVMR Methodology. Portfolio changes: Five stock remains, and nine new join...

A. Stotz Investment Research

Belle Fashion Pre-IPO - The Negatives - You'll Stumble in My Footsteps

Belle Fashion aims to raise around US$1bn in its HK listing, which would mark its return to the stock market after five years. In this note, we...

Sumeet Singh

Belle Fashion Pre-IPO - The Positives - Try Walking in My Shoes

Belle Fashion (BF) aims to raise around US$1bn in its Hong Kong listing, which would mark its return to the stock market after five years.

Sumeet Singh

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)