Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/toyota-motor-corp" target="_blank" data-smartkarma-citation="entities:73:1" rel="noopener">Toyota (7203 JP)</a> vs. <a href="https://www.smartkarma.com/entities/fuji-heavy-industries-ltd" target="_blank" data-smartkarma-citation="entities:5439:1" rel="noopener">Subaru (7270 JP)</a> price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>
Highlight: Both companies in this highly correlated pair reported results on 7 August 2025, opening up a rare opportunity.</li>
<li>
Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.</li>
</ul>



Context: The Toyota (7203 JP) vs. Subaru (7270 JP) price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlight: Both companies in this highly correlated pair reported results on 7 August 2025, opening up a rare opportunity.

Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.


Toyota (7203 JP) Vs. Subaru (7270 JP): Rare Mean-Reversion Setup After Earnings

Equity Derivatives and Volatility Specialist, Clifton Derivatives

John Ley

Equity Derivatives and Volatility Specialist

Clifton Derivatives

Independent derivative and volatility research firm focusing on events/catalysts, earnings, relative value and cross asset volatility strategies.

Equity Derivatives

<ul>
<li>
<a href="https://www.smartkarma.com/entities/hong-kong-hang-seng-index" target="_blank" data-smartkarma-citation="entities:22899" rel="noopener">Hang Seng Index (HSI INDEX)</a>, <a href="https://www.smartkarma.com/entities/shanghai-shenzhen-csi-300-index" target="_blank" data-smartkarma-citation="entities:22906" rel="noopener">Shanghai Shenzhen CSI 300 Index (SHSZ300 INDEX EQUITY)</a> and <a href="https://www.smartkarma.com/entities/nikkei-225" target="_blank" data-smartkarma-citation="entities:22909" rel="noopener">Nikkei 225 (NKY INDEX)</a> all have elevated implied vols vs their peers and vs historical observations for October.</li>
<li>
<a href="https://www.smartkarma.com/entities/nifty-index" target="_blank" data-smartkarma-citation="entities:23617" rel="noopener">NIFTY Index (NIFTY INDEX)</a> , <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886" rel="noopener">S&amp;P 500 INDEX (SPX INDEX)</a> and <a href="https://www.smartkarma.com/entities/s-p-asx-200" target="_blank" data-smartkarma-citation="entities:22901" rel="noopener">S&amp;P/ASX 200 (AS51 INDEX)</a>  implied vols are on the low end of what is typically realized in October.</li>
<li>Most markets see price weakness in the 3rd week of the month with realized volatility underperforming over the back half of the month.</li>
</ul>



Hang Seng Index (HSI INDEX), Shanghai Shenzhen CSI 300 Index (SHSZ300 INDEX EQUITY) and Nikkei 225 (NKY INDEX) all have elevated implied vols vs their peers and vs historical observations for October.

NIFTY Index (NIFTY INDEX) , S&amp;P 500 INDEX (SPX INDEX) and S&amp;P/ASX 200 (AS51 INDEX)  implied vols are on the low end of what is typically realized in October.
Most markets see price weakness in the 3rd week of the month with realized volatility underperforming over the back half of the month.


EQD | Asia Monthly Vol Roadmap: Elevated IV's in CSI300 and Hang Seng Present Tactical Opportunity

<ul>
<li>
Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.</li>
<li>
Highlight: Currently nine pair trade opportunities across three markets and five sectors persist.</li>
<li>
Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.</li>
</ul>



Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.

Highlight: Currently nine pair trade opportunities across three markets and five sectors persist.

Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.


Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (11 Aug)

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

Nico Rosti

Pan-Asia Tactical Market Calls (Quant-Driven)

MRM Research

Quantitative Research

<ul>
<li>
<a href="https://www.smartkarma.com/entities/toyota-motor-corp" target="_blank" data-smartkarma-citation="entities:73:1" rel="noopener">Toyota Motor (7203 JP)</a> on Thursday announced it expected a profit hit of nearly $10 billion from US tariffs on cars imported into the USA.</li>
<li>Toyota cut its full-year profit forecast by 16%, citing rising US tariffs on cars, parts, steel, aluminum, uncertainty in market outlook and supplier impacts.</li>
<li>Our model does not see an overbought state at the moment and the stock was rallying on Friday, the forecast is: higher prices next week.
</li>
</ul>



Toyota Motor (7203 JP) on Thursday announced it expected a profit hit of nearly $10 billion from US tariffs on cars imported into the USA.
Toyota cut its full-year profit forecast by 16%, citing rising US tariffs on cars, parts, steel, aluminum, uncertainty in market outlook and supplier impacts.
Our model does not see an overbought state at the moment and the stock was rallying on Friday, the forecast is: higher prices next week.



Toyota Motor (7203 JP) Tactical Outlook After $10B Profit Cut on Tariff Impact

<ul>
<li>A quick synoptic look at the tactical models for the key indices, stocks, commodities and bonds we cover, for the week July 28 - August 1.</li>
<li>
OVERSOLD: <a href="https://www.smartkarma.com/entities/china-mobile-ltd" target="_blank" data-smartkarma-citation="entities:27:1" rel="noopener">China Mobile (941 HK)</a> , <a href="https://www.smartkarma.com/entities/commonwealth-bank-of-australia" target="_blank" data-smartkarma-citation="entities:14:1" rel="noopener">Commonwealth Bank of Australia (CBA AU)</a> are just mildly oversold, <a href="https://www.smartkarma.com/entities/nifty-index" target="_blank" data-smartkarma-citation="entities:23617:1" rel="noopener">NIFTY Index (NIFTY INDEX)</a> is oversold.</li>
<li>
OVERBOUGHT: <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon (AMZN US)</a> , <a href="https://www.smartkarma.com/entities/alphabet-inc-cl-c" target="_blank" data-smartkarma-citation="entities:11369:1" rel="noopener">Alphabet (GOOG US)</a> , <a href="https://www.smartkarma.com/entities/nvidia-corp" target="_blank" data-smartkarma-citation="entities:5891:1" rel="noopener">NVIDIA (NVDA US)</a> , <a href="https://www.smartkarma.com/entities/toyota-motor-corp" target="_blank" data-smartkarma-citation="entities:73:1" rel="noopener">Toyota Motor (7203 JP)</a> , <a href="https://www.smartkarma.com/entities/softbank-group-corp" target="_blank" data-smartkarma-citation="entities:315:1" rel="noopener">Softbank Group (9984 JP)</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> , <a href="https://www.smartkarma.com/entities/nikkei-225" target="_blank" data-smartkarma-citation="entities:22909:1" rel="noopener">Nikkei 225 INDEX</a> </li>
</ul>


A quick synoptic look at the tactical models for the key indices, stocks, commodities and bonds we cover, for the week July 28 - August 1.

OVERSOLD: China Mobile (941 HK) , Commonwealth Bank of Australia (CBA AU) are just mildly oversold, NIFTY Index (NIFTY INDEX) is oversold.

OVERBOUGHT: Amazon (AMZN US) , Alphabet (GOOG US) , NVIDIA (NVDA US) , Toyota Motor (7203 JP) , Softbank Group (9984 JP) , Hang Seng Index , Nikkei 225 INDEX 


Global Markets Tactical Outlook: Week of July 28 – August 1

Japan

Toyota Motor Corporation manufactures, sells, leases, and repairs passenger cars, trucks, buses, and their related parts worldwide. The Company also operates financing services through their subsidiaries. Toyota Motor builds homes, produces pleasure boats, and develops intelligent transportation systems including radar cruise control and electronic toll collection systems.

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Toyota Motor (7203 JP)

Toyota (7203 JP) Vs. Subaru (7270 JP): Rare Mean-Reversion Setup After Earnings

The pair long Toyota (7203 JP) vs. short Subaru (7270 JP) has generated a trade close signal as of 18 Aug. The price ratio mean-reverted with...

Gaudenz Schneider

EQD | Asia Monthly Vol Roadmap: Elevated IV's in CSI300 and Hang Seng Present Tactical Opportunity

Implied volatility levels across key Asian indices present several tactical opportunities this month for outright or pairs trades...

John Ley

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (11 Aug)

Statistical methodology identifies nine pair trade opportunities across three markets and five sectors, offering unique insights into relative value.

Gaudenz Schneider