Pan-Asia Tactical Market Calls (Quant-Driven), MRM Research

Nico Rosti

Senior Quantitative Strategist at Aethon Capital (crypto fund).

Quantitative Researcher, Algorithmic Trader and former Portfolio Manager at Capital Theory Investment Management, LLC (Austin, TX - USA). 

I specialize in systematic, short-term forecasting for US and Pan-Asian Stocks and Indexes. My methodology is centered on proprietary quantitative modeling (statistical study of trend persistence and mean reversion effects), leveraging probabilistic Bayesian models to predict tactical shifts over a 1-day to few-week horizon.

All models are explicitly human-built—no AI/machine learning—to eliminate black-box risk. This intensive, non-automated approach ensures that every Tactical Market Call is supported by a clear, explainable rationale.

Pan-Asia Tactical Market Calls (Quant-Driven)

HSI Tactical Outlook: Rally Nearly Over — What Happens Next?

Hong Kong Single Stock Options Weekly (May 15 – 21): Stocks Lags as Rates Continue Rising

HSI Index Tactical Outlook: Pullback Incoming

Hang Seng Indexes: Changes Lead to US$6.6bn Trade; Plus Stock Connect & Global Index Inclusions

Knowledge Atlas Technology (2513 HK): Over US$1.4bn of Passive Flows in 2026 + Stock Connect

MRM Research

Quantitative Research

Equity Derivatives

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/hong-kong-hang-seng-index" target="_blank" data-smartkarma-citation="entities:22899:1" rel="noopener">Hang Seng Index (HSI INDEX)</a> will be implemented after the market close on Friday, June 5. Positioning is expected to continue for a few days.</li>
<li>In a <a href="https://www.smartkarma.com/insights/hsi-index-tactical-outlook-pullback-incoming" target="_blank" rel="noopener">previous insight from April 20</a>, we correctly predicted a brief pullback. <strong>The HSI has been mildly downtrending for 3 weeks, and has been virtually 'flat' since Sep 2025.</strong>
</li>
<li>This insight analyzes possible scenarios for a continuation of the downtrend (i.e. sell-off acceleration) vs. potential reversal/counter rallies.</li>
</ul>


Constituent changes to the Hang Seng Index (HSI INDEX) will be implemented after the market close on Friday, June 5. Positioning is expected to continue for a few days.
In a previous insight from April 20, we correctly predicted a brief pullback. The HSI has been mildly downtrending for 3 weeks, and has been virtually 'flat' since Sep 2025.

This insight analyzes possible scenarios for a continuation of the downtrend (i.e. sell-off acceleration) vs. potential reversal/counter rallies.


Hang Seng China Enterprises Index (HSCEI INDEX)

HSI Distribution Risk Following Multi-Month Consolidation