'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

'Quantamental' Japan Specialist

Long-Short Analysis on Japan, Asia and the World

LightStream Research

LightStream conducts quantitatively rigorous and data-driven analysis with a focus on Japan and Asia.

We consistently cover the Tech, Consumer and Industrial sectors, and provide ECM and Events coverage more broadly.

We supplement traditional qualitative insights from company relationships with a robust quantitative foundation that examines as much historical data as is available.
We further refine the accuracy of our insights and calls through the use of alternative data to flesh out current trends, and through a valuation framework that emphasises non-superficial peer group selection and a proper attempt to understand the metrics and changes that have driven security valuations in the past.

Thematic (Sector/Industry)

<section class="figure"><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/175/629/original/2020-12-01_06-32-57.png?1606771992" class="editor-image img-responsive" data-smartkarma-image-id="175629"></figure></section><p><strong>FOUR QUADRANTS </strong>- By combining our two scoring methodologies - the Relative Price Score (RPS) and the Results &amp; Revision Score (RRS), we can assign companies into four quadrants:-</p></section><div><ul style="list-style-type: disc;">
<li>
<strong>CONTRARIAN BUYS </strong>- Low Results &amp; Revision and Relative Price Scores</li>
<li>
<strong>CONTRARIAN SELLS </strong>- High Results &amp; Revision and Relative Price Scores</li>
<li>
<strong>TURNAROUND BUYS </strong>- High Results &amp; Revision Scores &amp; low Relative Price Scores</li>
<li>
<strong>EX-GROWTH</strong><strong>SELLS</strong> - Low Results &amp; Revision Scores &amp; high Relative Price Scores</li>
</ul></div><div>
<p>Turnaround Buys are quite rare but tend to offer reasonable upside for relatively low risk. Examples from 2020 include <a href="https://www.smartkarma.com/entities/lixil-group-corp" target="_blank" data-smartkarma-citation="entities:454:1" rel="noopener">Lixil (5938 JP)</a> and <a href="https://www.smartkarma.com/entities/nec-corp" target="_blank" data-smartkarma-citation="entities:17084:1" rel="noopener">NEC (6701 JP)</a>.</p>
<section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/175/110/original/2020-11-30_09-39-21.png?1606696981" class="editor-image img-responsive" data-smartkarma-image-id="175110"></figure></section><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/175/111/original/2020-11-30_09-43-17.png?1606697029" class="editor-image img-responsive" data-smartkarma-image-id="175111"></figure></section><p><strong><a href="https://www.dropbox.com/s/7b61jl02dh0pzno/2020-11-25_12-43-55.png?dl=0" target="_blank" rel="noopener">TURNAROUND BUYS</a> -</strong> In the<strong> DETAIL </strong>section below, we shall review the current 'crop' of Turnaround Buys. The last Insight in this mini-series will look at Ex-Growth Sells before concluding with one '2021 High Conviction' recommendation. The first two Insights in the Series can be found at - <a href="https://www.smartkarma.com/insights/japan-four-quadrants-contrarian-buys" target="_blank" data-smartkarma-citation="insights:45688" rel="noopener">Contrarian Buys </a>and <a href="https://www.smartkarma.com/insights/japan-four-quadrants-contrarian-sells" target="_blank" data-smartkarma-citation="insights:45725" rel="noopener">Contrarian Sells</a>.  </p>
</div>

FOUR QUADRANTS - By combining our two scoring methodologies - the Relative Price Score (RPS) and the Results &amp; Revision Score (RRS), we can assign companies into four quadrants:-

CONTRARIAN BUYS - Low Results &amp; Revision and Relative Price Scores

CONTRARIAN SELLS - High Results &amp; Revision and Relative Price Scores

TURNAROUND BUYS - High Results &amp; Revision Scores &amp; low Relative Price Scores

EX-GROWTHSELLS - Low Results &amp; Revision Scores &amp; high Relative Price Scores

Turnaround Buys are quite rare but tend to offer reasonable upside for relatively low risk. Examples from 2020 include Lixil (5938 JP) and NEC (6701 JP).
TURNAROUND BUYS - In the DETAIL section below, we shall review the current 'crop' of Turnaround Buys. The last Insight in this mini-series will look at Ex-Growth Sells before concluding with one '2021 High Conviction' recommendation. The first two Insights in the Series can be found at - Contrarian Buys and Contrarian Sells.  


🇯🇵 JAPAN • Four Quadrants - Turnaround Buys

<p style="text-align: center;"><strong>• FORWARD NET INCOME &lt;¥20 TRILLION •</strong></p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/639/original/2020-11-01_11-41-42.png?1604198522" class="editor-image img-responsive" data-smartkarma-image-id="168639"></figure><div class="content-caption">Source for all charts &amp; tables: Japan Analytics</div></section><p><strong>&lt;¥20T</strong> - Aggregate earnings for Japan's listed companies are in their eighth successive quarter of decline. Forecast net income for the year ended December-to-March is now below ¥20 trillion and 60% lower than the 2019 peak of ¥48.5 trillion.  Despite the recent correction, the forward market multiple is at a new post-GFC high. On a more optimistic note, for many larger capitalisation companies, there has been a quarter-on-quarter improvement in sales and operating income although the year-on-year changes are still negative. As a result, our momentum-based Results Score and Forecast/Revision Score have both turned upwards.</p><section class="figure"><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/640/original/2020-11-01_13-06-28.png?1604203602" class="editor-image img-responsive" data-smartkarma-image-id="168640"></figure></section><p><strong>CAVEATS</strong> - Curbing any enthusiasm embedded in the previous sentence, would however note:-</p>
<ul>
<li>The upturn in momentum is concentrated mainly in large-cap companies which are over-represented in our data series due to cap-weighting. Significant cost-cutting has helped improve margins but has also reduced the revenues of smaller companies further down the supply chain. This divergence will be covered in an upcoming Insight.</li>
<li>The resurgence of COVID-19 and the daily new peaks in confirmed cases has not yet spread to Japan. However, with much of Europe re-entering 'lockdown', we expect the current quarter will not repeat the upturn seen in the second, and therefore, many companies will not meet their full-year targets many of which were recently revised up.</li>
<li>As a result of central bank liquidity creation, much of the recovery in earning that will occur over the next several years has already been discounted in share prices. Although the policy prescriptions that we noted in<a href="https://www.smartkarma.com/insights/japan-in-the-suga-era-policy-priorities-suga-stocks" target="_blank" data-smartkarma-citation="insights:43773" rel="noopener"> Japan in the Suga Era</a> will benefit many areas of the economy, Japan remains overweighted in industries that face significant disruption and disintermediation.</li>
</ul>
<section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/670/original/2020-11-01_14-52-47.png?1604209987" class="editor-image img-responsive" data-smartkarma-image-id="168670"></figure></section><section class="figure"></section><p><strong>BoJ</strong> -  Although the amounts are 30% smaller, this week was the first time since the second week of May that the Bank of Japan has purchased ETFs three days in a row. Despite growing <a href="http://www.asahi.com/ajw/articles/13863217" target="_blank" rel="noopener">attention</a> being paid to the scale and breadth of public sector ownership of Japanese equities, BoJ Governor Kuroda has PM Suga's support for continued interventions. We expect the cumulative total purchases to reach 6% of Total Market Value before the end of the fiscal year. </p></section><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/672/original/2020-11-01_15-05-07.png?1604210720" class="editor-image img-responsive" data-smartkarma-image-id="168672"></figure></section><hr><p style="text-align: center;"><strong>• MARKET TECHNICALS •</strong></p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/678/original/2020-11-01_15-15-20.png?1604211336" class="editor-image img-responsive" data-smartkarma-image-id="168678"></figure></section><p><strong>14-DAY RSI</strong> - The Relative Strength Index is close to a new eight-month low but is yet to reach the 'buying-zone' of less than 25.</p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/681/original/2020-11-01_15-58-15.png?1604213912" class="editor-image img-responsive" data-smartkarma-image-id="168681"></figure></section><p><strong>25-DAY TORAKU</strong> - This advance/decline indicator is suggesting that a selling climax is likely to occur this month. Panic lows are at levels below 70 - the COVID-19 low of 45 was the lowest level in over twenty years.</p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/682/original/2020-11-01_16-09-21.png?1604214610" class="editor-image img-responsive" data-smartkarma-image-id="168682"></figure></section><p><strong>HIGH-LOW %</strong> - Having only just turned negative, this ratio is a long way from the 10-15% level needed to form a buy signal.</p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/683/original/2020-11-01_16-12-30.png?1604214765" class="editor-image img-responsive" data-smartkarma-image-id="168683"></figure></section><p><strong>MCCLELLAN SUMMATION</strong> - Similarly, the McClellan A/D Summation is neutral and well above the -4,000 buying zone.</p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/684/original/2020-11-01_16-15-15.png?1604214933" class="editor-image img-responsive" data-smartkarma-image-id="168684"></figure></section><p><a href="https://www.dropbox.com/s/kwe54zk9yrxmtan/2020-11-01_16-15-15.png?dl=0" target="_blank" rel="noopener">MOVING AVERAGES</a> -  Lastly, the Total Market Value is approaching the support level of the 200-Day moving average. If breached, a 50-Day/200-Day negative crossover is likely, extending this correction to below ¥600 trillion.</p><hr><p style="text-align: center;"><strong>• SECTOR RESULTS &amp; REVISION SCORES TIMELINE •</strong></p><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/686/original/2020-11-01_16-26-10.png?1604215582" class="editor-image img-responsive" data-smartkarma-image-id="168686"></figure></section><section class="figure"></section><p><strong>TIMELINE</strong> - The results 'season' is now in full 'swing'. To date, the Sectors with the strongest earnings momentum are <strong>Machinery</strong>, <strong>Retail</strong>,<strong> Electrical Equipmen</strong>t, and <strong>Other Materials</strong>. The weakest are <strong>Other Commerical Products</strong>,<strong> Information Technology</strong>, <strong>Real Estate</strong>, and <strong>Energy</strong>. Only four Sectors have a positive Score, lead by<strong> Internet Content &amp; Services</strong>. </p><hr><p style="text-align: center;"><strong>• BEST &amp; WORST •</strong></p><div><p>Our best and worst pairings from Friday's announcements are <a href="https://www.smartkarma.com/entities/m3-inc" target="_blank" data-smartkarma-citation="entities:13316:1" rel="noopener">M3 Inc (2413 JP)</a> and <a href="https://www.smartkarma.com/entities/lasertec-corp" target="_blank" data-smartkarma-citation="entities:4126:1" rel="noopener">Lasertec (6920 JP)</a> for the best and <a href="https://www.smartkarma.com/entities/pola-orbis-holdings-inc" target="_blank" data-smartkarma-citation="entities:2287:1" rel="noopener">Pola Orbis (4927 JP)</a> and <a href="https://www.smartkarma.com/entities/mitsui-co-ltd" target="_blank" data-smartkarma-citation="entities:20799:1" rel="noopener">Mitsui (8031 JP)</a> for the worst. </p></div><section class="figure"><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/688/original/2020-11-01_16-47-56.png?1604216889" class="editor-image img-responsive" data-smartkarma-image-id="168688"></figure></section><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/689/original/2020-11-01_16-53-04.png?1604217196" class="editor-image img-responsive" data-smartkarma-image-id="168689"></figure></section><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/690/original/2020-11-01_16-58-22.png?1604217564" class="editor-image img-responsive" data-smartkarma-image-id="168690"></figure></section><section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/168/691/original/2020-11-01_16-59-54.png?1604217609" class="editor-image img-responsive" data-smartkarma-image-id="168691"></figure></section><div>
<hr>
<p style="text-align: center;"><strong>DAILY STATS</strong></p>
<p style="text-align: left;">Results are evenly split between positive and neutral, however, TTM revenues are still falling by 5% and operating margins are on average 1.5 points lower. 60% of annual revisions are negative and the average change in score is a decline of 4 points.</p>
</div>
<hr>
<div><p style="text-align: center;"><strong>407 Quarterly Results</strong></p></div>
<div><ul style="list-style-type: disc;">
<li><p><strong>Results Score:</strong> 42% Positive / 6% Neutral / 42% Negative</p></li>
<li><p><strong>Average Results Score Change:</strong> -1.2 points</p></li>
<li><p><strong>Average % Change in Revenue:</strong> -7.9% Quarter YoY / -5.2% Rolling TTM YoY </p></li>
<li><p><strong>Average Operating Profit Margin Change</strong>: -1.5ppt</p></li>
<li><p><strong>Percentage Making Quarterly Losses:</strong> 20%</p></li>
</ul></div>
<hr>
<div><p style="text-align: center;"><strong>197 Annual • 45 Interim Forecasts/Revisions</strong></p></div>
<div><ul style="list-style-type: disc;">
<li><p><strong>Annual Forecast/Revision Score:</strong> 31% Positive / 9% Neutral / 59% Negative</p></li>
<li><p><strong>Interim Forecast/Revision Score Change:</strong> 47% Positive / 11% Neutral / 42% Negative</p></li>
<li><p><strong>Average Forecast/Revision Score Change:</strong> -4.0 points</p></li>
</ul></div></section>

• FORWARD NET INCOME &lt;¥20 TRILLION •Source for all charts &amp; tables: Japan Analytics&lt;¥20T - Aggregate earnings for Japan's listed companies are in their eighth successive quarter of decline. Forecast net income for the year ended December-to-March is now below ¥20 trillion and 60% lower than the 2019 peak of ¥48.5 trillion.  Despite the recent correction, the forward market multiple is at a new post-GFC high. On a more optimistic note, for many larger capitalisation companies, there has been a quarter-on-quarter improvement in sales and operating income although the year-on-year changes are still negative. As a result, our momentum-based Results Score and Forecast/Revision Score have both turned upwards.CAVEATS - Curbing any enthusiasm embedded in the previous sentence, would however note:-

The upturn in momentum is concentrated mainly in large-cap companies which are over-represented in our data series due to cap-weighting. Significant cost-cutting has helped improve margins but has also reduced the revenues of smaller companies further down the supply chain. This divergence will be covered in an upcoming Insight.
The resurgence of COVID-19 and the daily new peaks in confirmed cases has not yet spread to Japan. However, with much of Europe re-entering 'lockdown', we expect the current quarter will not repeat the upturn seen in the second, and therefore, many companies will not meet their full-year targets many of which were recently revised up.
As a result of central bank liquidity creation, much of the recovery in earning that will occur over the next several years has already been discounted in share prices. Although the policy prescriptions that we noted in Japan in the Suga Era will benefit many areas of the economy, Japan remains overweighted in industries that face significant disruption and disintermediation.

BoJ -  Although the amounts are 30% smaller, this week was the first time since the second week of May that the Bank of Japan has purchased ETFs three days in a row. Despite growing attention being paid to the scale and breadth of public sector ownership of Japanese equities, BoJ Governor Kuroda has PM Suga's support for continued interventions. We expect the cumulative total purchases to reach 6% of Total Market Value before the end of the fiscal year. • MARKET TECHNICALS •14-DAY RSI - The Relative Strength Index is close to a new eight-month low but is yet to reach the 'buying-zone' of less than 25.25-DAY TORAKU - This advance/decline indicator is suggesting that a selling climax is likely to occur this month. Panic lows are at levels below 70 - the COVID-19 low of 45 was the lowest level in over twenty years.HIGH-LOW % - Having only just turned negative, this ratio is a long way from the 10-15% level needed to form a buy signal.MCCLELLAN SUMMATION - Similarly, the McClellan A/D Summation is neutral and well above the -4,000 buying zone.MOVING AVERAGES -  Lastly, the Total Market Value is approaching the support level of the 200-Day moving average. If breached, a 50-Day/200-Day negative crossover is likely, extending this correction to below ¥600 trillion.• SECTOR RESULTS &amp; REVISION SCORES TIMELINE •TIMELINE - The results 'season' is now in full 'swing'. To date, the Sectors with the strongest earnings momentum are Machinery, Retail, Electrical Equipment, and Other Materials. The weakest are Other Commerical Products, Information Technology, Real Estate, and Energy. Only four Sectors have a positive Score, lead by Internet Content &amp; Services. • BEST &amp; WORST •Our best and worst pairings from Friday's announcements are M3 Inc (2413 JP) and Lasertec (6920 JP) for the best and Pola Orbis (4927 JP) and Mitsui (8031 JP) for the worst. 

DAILY STATS
Results are evenly split between positive and neutral, however, TTM revenues are still falling by 5% and operating margins are on average 1.5 points lower. 60% of annual revisions are negative and the average change in score is a decline of 4 points.


407 Quarterly Results

Results Score: 42% Positive / 6% Neutral / 42% Negative
Average Results Score Change: -1.2 points
Average % Change in Revenue: -7.9% Quarter YoY / -5.2% Rolling TTM YoY 
Average Operating Profit Margin Change: -1.5ppt
Percentage Making Quarterly Losses: 20%


197 Annual • 45 Interim Forecasts/Revisions

Annual Forecast/Revision Score: 31% Positive / 9% Neutral / 59% Negative
Interim Forecast/Revision Score Change: 47% Positive / 11% Neutral / 42% Negative
Average Forecast/Revision Score Change: -4.0 points


🇯🇵 JAPAN • Market Update & Results & Revisions 10/​​​​​​​​​​​​​​​​​​​​​30

Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

Tokyu Fudosan Holdings / Equity Bottom-Up

<ul>
<li>
<strong>Context: </strong>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>
<strong> Highlights: In Japan,</strong> currently <strong>four pair trade opportunities</strong> persist across three sectors.</li>
<li>
<strong>Why read:</strong> 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.

 Highlights: In Japan, currently four pair trade opportunities persist across three sectors.

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.


Japan: Relative Value Opportunities and Pair Trades (29 June 2026)

<ul>
<li>
<strong>Context: </strong>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>
<strong>Highlights:</strong> Currently <strong>17 pair trade opportunities</strong> persist across <strong>six markets</strong> and <strong>nine sectors.</strong>
</li>
<li>
<strong>Why read:</strong> 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.

Highlights: Currently 17 pair trade opportunities persist across six markets and nine sectors.


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 (29 June 2026)

<ul>
<li>
<strong>Context:</strong> 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>
<strong>Highlights:</strong> In <strong>Japan</strong>, currently <strong>four pair trade opportunities</strong> persist across two sectors.</li>
<li>
<strong>Why read: </strong>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.

Highlights: In Japan, currently four pair trade opportunities persist across two sectors.

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.


Japan: Relative Value Opportunities and Pair Trades (22 June 2026)

Japan

Japan Tobacco, Inc. operates as an tobacco product company. The Company manufactures, markets and sells cigarettes and other tobacco products internationally. Japan Tobacco is also engaged in pharmaceutical and food businesses.

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

Japan Tobacco (2914 JP)

🇯🇵 JAPAN • Four Quadrants - Turnaround Buys

Turnaround Buys are quite rare but tend to offer reasonable upside for relatively low risk. Examples from 2020 include Lixil (5938 JP) and NEC...

Campbell Gunn

🇯🇵 JAPAN • Market Update & Results & Revisions 10/30

<¥20T - Aggregate earnings for Japan's listed companies are in their eighth successive quarter of decline. Forecast net income for the year ended...

Campbell Gunn

Japan: Relative Value Opportunities and Pair Trades (29 June 2026)

Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (29 June 2026)

Discover 17 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Japan: Relative Value Opportunities and Pair Trades (22 June 2026)

Discover four pair trade opportunities across two sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

🇯🇵 JAPAN • Four Quadrants - Turnaround Buys

Turnaround Buys are quite rare but tend to offer reasonable upside for relatively low risk. Examples from 2020 include Lixil (5938 JP) and NEC...

Campbell Gunn

🇯🇵 JAPAN • Market Update & Results & Revisions 10/​​​​​​​​​​​​​​​​​​​​​30

<¥20T - Aggregate earnings for Japan's listed companies are in their eighth successive quarter of decline. Forecast net income for the year ended...

Campbell Gunn

Japan: Relative Value Opportunities and Pair Trades (29 June 2026)

​Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (29 June 2026)

​Discover 17 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Japan: Relative Value Opportunities and Pair Trades (22 June 2026)

​Discover four pair trade opportunities across two sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

🇯🇵 JAPAN • Market Update & Results & Revisions 10/30

Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.

Discover 17 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Discover four pair trade opportunities across two sectors using statistical mean-reversion methodology for actionable insights.