Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

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

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)

<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>
Highlights: Currently 18 pair trade opportunities persist across six markets and nine sectors.</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.

Highlights: Currently 18 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 (22 June 2026)

'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

'Quantamental' Japan Specialist

ja research

ja research is an independent research platform focused exclusively on Japanese equities. Leveraging data and graphic analysis provided by Japan Analytics, we provide insights on small and medium-sized companies that have been ignored by the sell-side as well as challenging conventional wisdom on larger companies. We also offer analyst and corporate access, the latter with translation if required. 

Thematic (Sector/Industry)

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/403/original/2020-02-18_08-44-22.png?1581983074" class="editor-image img-responsive" data-smartkarma-image-id="118403"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/404/original/2020-02-18_08-42-56.png?1581983098" class="editor-image img-responsive" data-smartkarma-image-id="118404"></figure><div class="content-caption">Source • Japan Analytics</div>THREE-YEAR LOW - With <a href="https://www.smartkarma.com/entities/bridgestone-corp" target="_blank" data-smartkarma-citation="entities:8914:1" rel="noopener">Bridgestone (5108 JP)</a>'s results and revision now added, our final tally for this season is a 196 basis point decline in our Results Sore - the lowest since March 2017.  In contrast, the Forecast/Revision Score reached a three-month high as the 470 companies with December year-ends put an optimistic gloss on their medium-term outlook. As we have noted in our recent daily roundups, a normal precondition for a cycle low is for the Forecast/Revision Score to rise above the Results Score. Forecast/Revision Score peaks and troughs usually occur one to two quarters ahead of those for the Results Score.  Covid-19's impact will likely see the 2016 'playbook' repeated next quarter with a lower Results Score and a 'sideways' Forecast/Results Score. The Results Score cycle low point will be reached with the mostly-interim results to be released in six months. <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/405/original/2020-02-18_09-29-28.png?1581985792" class="editor-image img-responsive" data-smartkarma-image-id="118405"></figure><div class="content-caption">Source • Japan Analytics</div>LEADING INDICATOR - By including several momentum factors into our Scoring (see below), we can provide a better indication of future business conditions. Indeed there is a 0.83 correlation between the Cabinet Office's Business Condition Leading Indicator and the Forecast/Revision Score. Reported earnings, as well as company forecasts, are lagging indicators and, as shown in Part 1 of this Insight. Both data series peaked one year after our Scores and the market peaked in early 2018. SCORING METHODOLOGY - For those new to these Insights, we briefly recap our scoring methodology below:-<ul>
<li>Results Scores are calculated using the most recent eight quarters of company data for Revenues, Operating Income and Operating Margin and, for each, measure the rate, degree and consistency of change. The Results Score has a maximum of +30 and a minimum of -30 for each period. Our data series commences from the time a particular company issues quarterly results. The sample size becomes significant from March 2005.</li>
<li>The Forecast/Revision Score is based on both Annual and Interim period company forecasts and compares changes from previous forecasts as well as against the trailing twelve-month (TTM) or previous first-half results, with annual forecasts being double-weighted. This Score also has a maximum of +30 and a minimum of -30 for each period.  For this series, our data samples start from August 2008.</li>
<li>The combined Results &amp; Revision Score (RRS) is the average of the Results Score and the Forecasts/Revision Score.</li>
<li>
All company Scores are then cap-weight-aggregated into Sector, Peer Group and Market Composite Scores for which the seventeen-year monthly and two-year daily track records are shown above. Only currently listed-companies are covered in the aggregate Scores, and the Total Market Capitalisation excludes delisted entities. REITs are not included.
<hr>
• SECTOR SCORES •
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/410/original/2020-02-18_09-55-29.png?1581987489" class="editor-image img-responsive" data-smartkarma-image-id="118410"></figure><div class="content-caption">Source • Japan Analytics</div>
In the DETAIL Section below, we provide a detailed breakdown of our RRS Scoring for Sectors, Peer Groups and individual companies, highlighting this quarter's 'winners' and 'losers'. The chart above shows a  seventeen-year 'timeline' of the cap-weight-aggregated Sector RRS Scores and the ebbs and flows around the business cycles. The Metals Sector is the most volatile on the downside and has yet to 'bottom' this cycle. Technology Hardware appears to have already rebounded; however, Covid-19 suggests this Sector may relapse. On the upside, the Information Technology Sector has replaced the Internet and Telecoms Sectors as the contra-cyclical 'champion'. 
</li>
</ul>

Source • Japan AnalyticsTHREE-YEAR LOW - With Bridgestone (5108 JP)'s results and revision now added, our final tally for this season is a 196 basis point decline in our Results Sore - the lowest since March 2017.  In contrast, the Forecast/Revision Score reached a three-month high as the 470 companies with December year-ends put an optimistic gloss on their medium-term outlook. As we have noted in our recent daily roundups, a normal precondition for a cycle low is for the Forecast/Revision Score to rise above the Results Score. Forecast/Revision Score peaks and troughs usually occur one to two quarters ahead of those for the Results Score.  Covid-19's impact will likely see the 2016 'playbook' repeated next quarter with a lower Results Score and a 'sideways' Forecast/Results Score. The Results Score cycle low point will be reached with the mostly-interim results to be released in six months. Source • Japan AnalyticsLEADING INDICATOR - By including several momentum factors into our Scoring (see below), we can provide a better indication of future business conditions. Indeed there is a 0.83 correlation between the Cabinet Office's Business Condition Leading Indicator and the Forecast/Revision Score. Reported earnings, as well as company forecasts, are lagging indicators and, as shown in Part 1 of this Insight. Both data series peaked one year after our Scores and the market peaked in early 2018. SCORING METHODOLOGY - For those new to these Insights, we briefly recap our scoring methodology below:-
Results Scores are calculated using the most recent eight quarters of company data for Revenues, Operating Income and Operating Margin and, for each, measure the rate, degree and consistency of change. The Results Score has a maximum of +30 and a minimum of -30 for each period. Our data series commences from the time a particular company issues quarterly results. The sample size becomes significant from March 2005.
The Forecast/Revision Score is based on both Annual and Interim period company forecasts and compares changes from previous forecasts as well as against the trailing twelve-month (TTM) or previous first-half results, with annual forecasts being double-weighted. This Score also has a maximum of +30 and a minimum of -30 for each period.  For this series, our data samples start from August 2008.
The combined Results &amp; Revision Score (RRS) is the average of the Results Score and the Forecasts/Revision Score.

All company Scores are then cap-weight-aggregated into Sector, Peer Group and Market Composite Scores for which the seventeen-year monthly and two-year daily track records are shown above. Only currently listed-companies are covered in the aggregate Scores, and the Total Market Capitalisation excludes delisted entities. REITs are not included.

• SECTOR SCORES •
Source • Japan Analytics
In the DETAIL Section below, we provide a detailed breakdown of our RRS Scoring for Sectors, Peer Groups and individual companies, highlighting this quarter's 'winners' and 'losers'. The chart above shows a  seventeen-year 'timeline' of the cap-weight-aggregated Sector RRS Scores and the ebbs and flows around the business cycles. The Metals Sector is the most volatile on the downside and has yet to 'bottom' this cycle. Technology Hardware appears to have already rebounded; however, Covid-19 suggests this Sector may relapse. On the upside, the Information Technology Sector has replaced the Internet and Telecoms Sectors as the contra-cyclical 'champion'. 



🇯🇵 JAPAN • IT’S A WRAP! Part 2: 2020-Q1 Results & Revision Scores

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/081/original/2020-02-15_06-17-37.png?1581880049" class="editor-image img-responsive" data-smartkarma-image-id="118081"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/118/082/original/2020-02-17_04-10-15.png?1581880238" class="editor-image img-responsive" data-smartkarma-image-id="118082"></figure><div class="content-caption">Source • Japan Analytics</div>14TH FEBRUARY ROUNDUP - With apologies to <a href="https://www.smartkarma.com/entities/trend-micro-inc" target="_blank" data-smartkarma-citation="entities:13172:1" rel="noopener">Trend Micro (4704 JP)</a> and <a href="https://www.smartkarma.com/entities/bridgestone-corp" target="_blank" data-smartkarma-citation="entities:8914:1" rel="noopener">Bridgestone (5108 JP)</a> who have yet to report, this will be our last daily roundup for this 'season'. After an additional 398 results and 253 forecasts/revision announcements, our Results Score dropped by a further eight basis points to -0.84, a decline of 190 basis points since the beginning of the year. The Forecast/Revision Score added three bps to reach 0.70, forty basis point higher than at the end of December. The last time that the Forecast/Revision Score was more than 150 bps higher than the Results Score was in the first calendar quarter of 2016 and preceded a sharp market upturn. The current market value is, however, ¥160 trillion higher than at that point, assisted by the constant market intervention by the Bank of Japan. Covid-19's impact will see the 2016 playbook repeated next quarter with a lower Results Score and a 'sideways' Forecast/Results Score. We are less optimistic that the market will repeat the 14% rise seen in 2016-Q2. The cycle low point will be reached with the mostly-interim results to be released in six months.

Source • Japan Analytics14TH FEBRUARY ROUNDUP - With apologies to Trend Micro (4704 JP) and Bridgestone (5108 JP) who have yet to report, this will be our last daily roundup for this 'season'. After an additional 398 results and 253 forecasts/revision announcements, our Results Score dropped by a further eight basis points to -0.84, a decline of 190 basis points since the beginning of the year. The Forecast/Revision Score added three bps to reach 0.70, forty basis point higher than at the end of December. The last time that the Forecast/Revision Score was more than 150 bps higher than the Results Score was in the first calendar quarter of 2016 and preceded a sharp market upturn. The current market value is, however, ¥160 trillion higher than at that point, assisted by the constant market intervention by the Bank of Japan. Covid-19's impact will see the 2016 playbook repeated next quarter with a lower Results Score and a 'sideways' Forecast/Results Score. We are less optimistic that the market will repeat the 14% rise seen in 2016-Q2. The cycle low point will be reached with the mostly-interim results to be released in six months. 

🇯🇵 JAPAN • Results & Revisions Daily Roundup - 14th February ▲2212 4927 8358 ▼ 6502 6098 9435

Commonwealth Bank of Australia / Equity Bottom-Up

<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>
Highlights: Currently 22 pair trade opportunities persist across six markets and nine sectors.
</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.

Highlights: Currently 22 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 (15 June 2026)

Japan

Kirin Holdings Company, Limited produces beer, soft drinks, food products, whisky, and pharmaceuticals.  The Company sells its products in Japan and overseas.

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

Kirin Holdings (2503 JP)

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

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (22 June 2026)

Discover 18 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

🇯🇵 JAPAN • IT’S A WRAP! Part 2: 2020-Q1 Results & Revision Scores

THREE-YEAR LOW - With Bridgestone (5108 JP)'s results and revision now added, our final tally for this season is a 196 basis point decline in our...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions Daily Roundup - 14th February ▲2212 4927 8358 ▼ 6502 6098 9435

14TH FEBRUARY ROUNDUP - With apologies to Trend Micro (4704 JP) and Bridgestone (5108 JP) who have yet to report, this will be our last daily...

Campbell Gunn

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (15 June 2026)

Discover 22 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

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

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (22 June 2026)

​Discover 18 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

🇯🇵 JAPAN • IT’S A WRAP! Part 2: 2020-Q1 Results & Revision Scores

THREE-YEAR LOW - With Bridgestone (5108 JP)'s results and revision now added, our final tally for this season is a 196 basis point decline in our...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions Daily Roundup - 14th February ▲2212 4927 8358 ▼ 6502 6098 9435

14TH FEBRUARY ROUNDUP - With apologies to Trend Micro (4704 JP) and Bridgestone (5108 JP) who have yet to report, this will be our last daily...

Campbell Gunn

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (15 June 2026)

​Discover 22 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

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

Discover 18 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Discover 22 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.