Quantitative Researcher, MRM Research

Nico Rosti

Quantitative Researcher, Algorithmic Trader and former Portfolio Manager at Capital Theory Investment Management, LLC, a CTA based in Austin, Texas (USA), where I developed and ran automated algorithmic trading strategies for the US Futures and Options markets. 

My work is focused on the statistical study of the "persistence of trends" and "mean reversion" effects in global Equities, Futures, Indexes, Bonds and FX Spot markets. I make extensive use of probabilistic Bayesian models to predict short-term (1 day to few weeks) trend reversals.

I do not use any AI/machine learning processes in my work: all models and algorithms are built by humans. This approach is very labour-intensive but produces forecasts that have a clearly understandable/explainable rationale (no black-boxes).

My proprietary models can be accessed directly at www.qantrading.com

Quantitative Researcher

Heat Maps: Asia/Pacific Stocks and Commodities

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MRM Research

Quantitative Research

Equity Derivatives

<ul>
<li>A quick look at the tactical forecast models for some key markets impacted by the Israeli attack to Iran on June 13th.</li>
<li>We analyze: <a href="https://www.smartkarma.com/entities/crude-oil" target="_blank" data-smartkarma-citation="entities:22869:1" rel="noopener">Crude Oil Futures (CL1 COM COMDTY)</a> , <a href="https://www.smartkarma.com/entities/gold" target="_blank" data-smartkarma-citation="entities:22870:1" rel="noopener">Gold Futures (GOLD COMDTY)</a> , <a href="https://www.smartkarma.com/entities/nasdaq-100-stock-index" target="_blank" data-smartkarma-citation="entities:26197:1" rel="noopener">Nasdaq-100 Index (NDX)</a> , <a href="https://www.smartkarma.com/entities/nikkei-225" target="_blank" data-smartkarma-citation="entities:22909:1" rel="noopener">Nikkei 225 Index</a>, <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</a> and <a href="https://www.smartkarma.com/entities/nifty-index" target="_blank" data-smartkarma-citation="entities:23617:1" rel="noopener">NIFTY Index</a> </li>
<li>Keep in mind that high volatility can push easily a market into the model's tails, and forecasts in tails area rely on less data (i.e. less accurate). </li>
</ul>


A quick look at the tactical forecast models for some key markets impacted by the Israeli attack to Iran on June 13th.
We analyze: Crude Oil Futures (CL1 COM COMDTY) , Gold Futures (GOLD COMDTY) , Nasdaq-100 Index (NDX) , Nikkei 225 Index, Hang Seng Index and NIFTY Index 
Keep in mind that high volatility can push easily a market into the model's tails, and forecasts in tails area rely on less data (i.e. less accurate). 


Key Markets Tactical Outlooks After Israel Strike on Iran