'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.

Quantitative Analysis

<div>
• RELATIVE PRICE SCORE •
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/160/735/original/2020-09-23_11-03-49.png?1600826665" class="editor-image img-responsive" data-smartkarma-image-id="160735"></figure><div class="content-caption">Source for all charts &amp; tables: Japan Analytics</div>
<a href="https://www.dropbox.com/s/6h3m1giwbtzcupg/2020-09-23_11-03-49.png?dl=0" target="_blank" rel="noopener">PEAK OUTLIER</a> - Since the onset of  COVID-19 in March, the degree of polarisation in the Japanese equity market as measured by our Relative Price Score [definition below] has increased significantly. Although only 3.1% and 5.1% of listed companies are Overbought and Oversold, respectively, their market weight represented is 10.8% and 6.2%. Such extreme outlier weightings have not occurred since the technology 'bubble' of 2000, and, since then, only during the 2008/9 financial crisis. Investors have increasingly held and bid up perceived long-term domestic non-manufacturing 'winners' without much regard for valuation while discarding Japan's manufacturers, and transportation, utility and energy companies as well as insurers and banks.  
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/160/736/original/2020-09-23_11-11-07.png?1600827080" class="editor-image img-responsive" data-smartkarma-image-id="160736"></figure>
</div>SECTOR TIMELINE - The twenty-eight-year history of Sector Relative Price Scores illustrates the ebbs and flows of investment themes in the market, from the 2000 Technology 'bubble' to the REIT and Real Estate peak of 2013/14, the Healthcare and FB&amp;T market of 2016/17. On the downside, there is greater Oversold 'persistence' in the Energy, Banks, Multi-Industry ( <a href="https://www.smartkarma.com/entities/japan-post-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:359:1" rel="noopener">Japan Post (6178 JP))</a>  and Utilities Sectors. Currently, nine Sectors are Overbought, and four are Oversold - thirty-year and twenty-year highs, respectively.  <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/160/741/original/2020-09-23_11-39-24.png?1600828791" class="editor-image img-responsive" data-smartkarma-image-id="160741"></figure>In the DETAIL section below, we provide an update on  Sector, Peer Group and individual company Relative Price Score trends and outliers and make some stock-specific comments.<div class="content-highlight">RELATIVE PRICE SCORE OUTLIERS - The Relative Price Score (RPS) is a measure of price performance relative to TOPIX calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices over the last 28 years and 24 months, respectively. As all companies on a comparable scale, 'Overbought' and 'Oversold' outliers and short-term changes in scoring can offer some trading opportunities. The data for all 3,883 currently-listed Companies is cap-weight-aggregated into Relative Price Scores for our 328 Peer Groups and 30 Sectors. The Overbought and Oversold outlier 'thresholds are set' at +4 &amp; -2 for Companies, +3 &amp; -1.5 for Peer Groups and +2 and -1 for Sectors, respectively. These thresholds equate with the top and bottom percentiles of over 3.2 million observations.</div>


• RELATIVE PRICE SCORE •
Source for all charts &amp; tables: Japan Analytics
PEAK OUTLIER - Since the onset of  COVID-19 in March, the degree of polarisation in the Japanese equity market as measured by our Relative Price Score [definition below] has increased significantly. Although only 3.1% and 5.1% of listed companies are Overbought and Oversold, respectively, their market weight represented is 10.8% and 6.2%. Such extreme outlier weightings have not occurred since the technology 'bubble' of 2000, and, since then, only during the 2008/9 financial crisis. Investors have increasingly held and bid up perceived long-term domestic non-manufacturing 'winners' without much regard for valuation while discarding Japan's manufacturers, and transportation, utility and energy companies as well as insurers and banks.  

SECTOR TIMELINE - The twenty-eight-year history of Sector Relative Price Scores illustrates the ebbs and flows of investment themes in the market, from the 2000 Technology 'bubble' to the REIT and Real Estate peak of 2013/14, the Healthcare and FB&amp;T market of 2016/17. On the downside, there is greater Oversold 'persistence' in the Energy, Banks, Multi-Industry ( Japan Post (6178 JP))  and Utilities Sectors. Currently, nine Sectors are Overbought, and four are Oversold - thirty-year and twenty-year highs, respectively.  In the DETAIL section below, we provide an update on  Sector, Peer Group and individual company Relative Price Score trends and outliers and make some stock-specific comments.RELATIVE PRICE SCORE OUTLIERS - The Relative Price Score (RPS) is a measure of price performance relative to TOPIX calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices over the last 28 years and 24 months, respectively. As all companies on a comparable scale, 'Overbought' and 'Oversold' outliers and short-term changes in scoring can offer some trading opportunities. The data for all 3,883 currently-listed Companies is cap-weight-aggregated into Relative Price Scores for our 328 Peer Groups and 30 Sectors. The Overbought and Oversold outlier 'thresholds are set' at +4 &amp; -2 for Companies, +3 &amp; -1.5 for Peer Groups and +2 and -1 for Sectors, respectively. These thresholds equate with the top and bottom percentiles of over 3.2 million observations.

🇯🇵 JAPAN • September Relative Price Scores - Profiting from Outlier Mean Reversion

Silver Point

Thomas J. Monaco

Silver Point is a boutique research firm that focuses on the broader financial services sector, with a particular focus on troubled institutions globally. 

Asia Ex Japan

Equity Bottom-Up

<ul><li>
Strong FY 4Q19 To End Year: Japan Exchange (JSX) reported a strong FY 4Q19 result of JPY 14.3 bnm increasing JPY 2.6 bn (22.2%) linked period. Outperformance was across the board on transaction revenues, which improved JOY 5.1 bn (28.7%); standouts during the period were derivatives trading which increased JPY 2.3 bn (79.3%) and cash equities trading which increased JPY 1.3 bn or 21.0%; and </li></ul><ul><li>
Lowering Guidance:April derivative volumes  are tracking 61% lower MOM and cash equities volumes are tracking 35%. With that, JSX is guiding for an 11% YOY decline in FY 2020 net income reflecting a forecasted 2% lower top line, and 5% higher operating expenses.</li></ul>


Strong FY 4Q19 To End Year: Japan Exchange (JSX) reported a strong FY 4Q19 result of JPY 14.3 bnm increasing JPY 2.6 bn (22.2%) linked period. Outperformance was across the board on transaction revenues, which improved JOY 5.1 bn (28.7%); standouts during the period were derivatives trading which increased JPY 2.3 bn (79.3%) and cash equities trading which increased JPY 1.3 bn or 21.0%; and 
Lowering Guidance:April derivative volumes  are tracking 61% lower MOM and cash equities volumes are tracking 35%. With that, JSX is guiding for an 11% YOY decline in FY 2020 net income reflecting a forecasted 2% lower top line, and 5% higher operating expenses.

Japan Exchange – Nice Way to End The Year

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Event-Driven

Since the start of its buyback in August 2019, <a href="https://www.smartkarma.com/entities/nomura-holdings-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:742:1">Nomura Holdings (8604 JP)</a> has outperformed <a href="https://www.smartkarma.com/entities/daiwa-securities-group-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:8389:1">Daiwa Securities Group (8601 JP)</a> by around 35%. Over this period, the gap in the price to book ratio for the two stocks has also disappeared.With the <a href="https://www.smartkarma.com/entities/nomura-holdings-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:742:1">Nomura Holdings (8604 JP)</a> buyback 80% done, the price ratio between the two stocks has flatlined over the last couple of months despite the Nomura buyback accounting for 11.9% of the traded volume in November and December.With the <a href="https://www.smartkarma.com/entities/nomura-holdings-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:742:1">Nomura Holdings (8604 JP)</a> buyback expected to complete in the next couple of months, we could see a period of underperformance versus <a href="https://www.smartkarma.com/entities/daiwa-securities-group-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:8389:1">Daiwa Securities Group (8601 JP)</a> and would recommend positioning for it.

Since the start of its buyback in August 2019, Nomura Holdings (8604 JP) has outperformed Daiwa Securities Group (8601 JP) by around 35%. Over this period, the gap in the price to book ratio for the two stocks has also disappeared.With the Nomura Holdings (8604 JP) buyback 80% done, the price ratio between the two stocks has flatlined over the last couple of months despite the Nomura buyback accounting for 11.9% of the traded volume in November and December.With the Nomura Holdings (8604 JP) buyback expected to complete in the next couple of months, we could see a period of underperformance versus Daiwa Securities Group (8601 JP) and would recommend positioning for it.

Market Neutral Financial Pairs - Nomura Vs Daiwa

On 18 June 2019, <a href="https://www.smartkarma.com/entities/nomura-holdings-inc" target="_blank" rel="noopener" data-smartkarma-citation="entities:742:1">Nomura Holdings (8604 JP)</a> announced that its Board of Directors had approved to set up a huge buyback of up to 300m shares (8.6% of the outstanding shares) and up to ¥150 billion. The program would run from 19 June 2019 to 31 March 2020 and the shares would be purchased on the stock exchange via a trust bank.Since then, the company has bought back almost 160m shares (as of 31 October) and the stock price has advanced 44.92%. In this Insight, we track the progress of the buyback, the impact on the stock, performance versus its main competitor and what could happen going forward.

On 18 June 2019, Nomura Holdings (8604 JP) announced that its Board of Directors had approved to set up a huge buyback of up to 300m shares (8.6% of the outstanding shares) and up to ¥150 billion. The program would run from 19 June 2019 to 31 March 2020 and the shares would be purchased on the stock exchange via a trust bank.Since then, the company has bought back almost 160m shares (as of 31 October) and the stock price has advanced 44.92%. In this Insight, we track the progress of the buyback, the impact on the stock, performance versus its main competitor and what could happen going forward.

Nomura Holdings (8604 JP) Buyback Update - Halfway There

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. 

• RELATIVE PRICE SCORE •<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/178/original/2019-09-06_09-42-35.png?1567730614" class="editor-image img-responsive" data-smartkarma-image-id="98178"></figure><div class="content-caption">Source: Japan Analytics</div>INTRODUCTION - The Relative Price Score (RPS) is a measure of stock price performance relative to TOPIX calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices. As all companies are thus on a comparable scale, 'Overbought' and 'Oversold' outliers and changes in scoring can reveal short-term and longer-term trading opportunities. Company outlier thresholds are set at +4 &amp; -2 and equate to the top and bottom first-to-second percentiles of historical observations from which mean reversion takes a matter of months. RPS outliers with a Score of greater than 10.0 are rare outside of the 2000 tech 'bubble'. <a href="https://www.smartkarma.com/entities/lasertec-corp" target="_blank" data-smartkarma-citation="entities:4126:1" rel="noopener">Lasertec (6920 JP)</a> has just joined <a href="https://www.smartkarma.com/entities/goldwin-inc" target="_blank" data-smartkarma-citation="entities:410:1" rel="noopener">Goldwin (8111 JP)</a> in being only the second large-cap RPS 'ten-baggers' in the last twenty years. <div class="content-highlight">This insight updates our list of Overbought and Oversold companies, reviews the best and worst-performing companies in terms of RPS over the last three months and adds some specific comments on stocks on each category.</div><div></div><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/046/original/2019-09-05_12-46-46.png?1567655232" class="editor-image img-responsive" data-smartkarma-image-id="98046"></figure><div class="content-caption">Source: Japan Analytics</div>STATISTICS - Currently, of the 3,706 listed companies for which monthly RPS data is available, 81 companies are 'Overbought', and 133 are 'Oversold' - 2.45% and 3.8%, respectively of the total. For the 737 companies with a market capitalisation of over ¥100b, there are 44 'Overbought' and 37 'Oversold' companies, 6% and 5%, respectively.<hr>• RELATIVE PRICE SCORE 'TOPS' •<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/055/original/2019-09-05_13-06-30.png?1567656423" class="editor-image img-responsive" data-smartkarma-image-id="98055"></figure><div class="content-caption">Source: Japan Analytics</div>RPS 'TOPS' - In the last two years, 388 companies have achieved an RPS of '4' or more and the average Overbought 'persistence' is 42 days. 1.26% of the total of 1.94 million traded stock days were by companies with an RPS of over 4. For companies with a market capitalisation higher than ¥100b, the numbers are 95 companies and 74 days - demonstrating the superior persistence of large capitalisation companies in this regard. The chart above highlights the track record of all 95 large caps which are some point were Overbought in the last twenty-four months and illustrates the extreme outlier status of Goldwin and Lasertec.RPS NEGATIVE MEAN REVERSION - Some examples of RPS mean reversion in the last three months have been <a href="https://www.smartkarma.com/entities/suzuken-co-ltd" target="_blank" data-smartkarma-citation="entities:14996:1" rel="noopener">Suzuken (9987 JP)</a>, <a href="https://www.smartkarma.com/entities/infomart-corp" target="_blank" data-smartkarma-citation="entities:1301:1" rel="noopener">Infomart (2492 JP)</a>, <a href="https://www.smartkarma.com/entities/nichirei-corp" target="_blank" data-smartkarma-citation="entities:7168:1" rel="noopener">Nichirei (2871 JP)</a>, and <a href="https://www.smartkarma.com/entities/fancl-corp" target="_blank" data-smartkarma-citation="entities:15862:1" rel="noopener">Fancl (4921 JP)</a>. <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/096/original/2019-09-05_16-25-39.png?1567668352" class="editor-image img-responsive" data-smartkarma-image-id="98096"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/097/original/2019-09-05_16-27-09.png?1567668441" class="editor-image img-responsive" data-smartkarma-image-id="98097"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/098/original/2019-09-05_16-28-42.png?1567668548" class="editor-image img-responsive" data-smartkarma-image-id="98098"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/099/original/2019-09-05_16-30-29.png?1567668640" class="editor-image img-responsive" data-smartkarma-image-id="98099"></figure><div class="content-caption">Source: Japan Analytics</div><hr>• RELATIVE PRICE SCORE 'BOTTOMS' •<div>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/056/original/2019-09-05_13-12-52.png?1567656806" class="editor-image img-responsive" data-smartkarma-image-id="98056"></figure><div class="content-caption">Source: Japan Analytics</div>
</div>RPS 'BOTTOMS' - 259 companies have seen their RPS fall to '-2' or below in the last two years, and the average Oversold 'persistence' is 83 days. 1.46% of the total of 1.94 million traded stock days were by companies with an RPS of less than -2.  For larger capitalisation companies, the numbers are 79 companies and 94 days. The chart above highlights the track record of the 79 large caps which are some point were Oversold in the last twenty-four months and illustrates the strong recovery in the REITs Sector and the continuing demise of Regional Banks.RPS POSITIVE MEAN REVERSION - Some recent examples of positive RPS mean reversions are <a href="https://www.smartkarma.com/entities/otsuka-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:12292:1" rel="noopener">Otsuka Holdings (4578 JP) </a>and <a href="https://www.smartkarma.com/entities/line-corp" target="_blank" data-smartkarma-citation="entities:22772:1" rel="noopener">LINE (3938 JP)</a>.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/100/original/2019-09-05_16-35-47.png?1567668972" class="editor-image img-responsive" data-smartkarma-image-id="98100"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/098/102/original/2019-09-05_16-36-50.png?1567669047" class="editor-image img-responsive" data-smartkarma-image-id="98102"></figure><div class="content-caption">Source: Japan Analytics</div>As we noted in our June <a href="https://www.smartkarma.com/insights/japan-relative-price-scores-overbought-oversold-companies-june-2019" target="_blank" data-smartkarma-citation="insights:30393" rel="noopener">Insight: -</a><blockquote><a href="https://www.smartkarma.com/entities/line-corp" target="_blank" data-smartkarma-citation="entities:22772:1" rel="noopener">LINE (3938 JP)</a>- Line has performed poorly since being featured in last year's Sohn Conference and has had negative and worsening Operating Income for each of the previous five quarters. Although there is a possibility of a double-bottom RPS 'bounce' and the company is now the most-Oversold non-financial large-cap over one year, there are no fundamental reasons to own the shares.   </blockquote>In the DETAIL section below, we list the current Very Overbought (RPS&gt;5), Too-Late-To-Buy (RPS &gt;4&lt;5) and Oversold (RPS &lt;-2) stocks as well as the most substantial three-month positive and negative changes in RPS.

• RELATIVE PRICE SCORE •Source: Japan AnalyticsINTRODUCTION - The Relative Price Score (RPS) is a measure of stock price performance relative to TOPIX calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices. As all companies are thus on a comparable scale, 'Overbought' and 'Oversold' outliers and changes in scoring can reveal short-term and longer-term trading opportunities. Company outlier thresholds are set at +4 &amp; -2 and equate to the top and bottom first-to-second percentiles of historical observations from which mean reversion takes a matter of months. RPS outliers with a Score of greater than 10.0 are rare outside of the 2000 tech 'bubble'. Lasertec (6920 JP) has just joined Goldwin (8111 JP) in being only the second large-cap RPS 'ten-baggers' in the last twenty years. This insight updates our list of Overbought and Oversold companies, reviews the best and worst-performing companies in terms of RPS over the last three months and adds some specific comments on stocks on each category.Source: Japan AnalyticsSTATISTICS - Currently, of the 3,706 listed companies for which monthly RPS data is available, 81 companies are 'Overbought', and 133 are 'Oversold' - 2.45% and 3.8%, respectively of the total. For the 737 companies with a market capitalisation of over ¥100b, there are 44 'Overbought' and 37 'Oversold' companies, 6% and 5%, respectively.• RELATIVE PRICE SCORE 'TOPS' •Source: Japan AnalyticsRPS 'TOPS' - In the last two years, 388 companies have achieved an RPS of '4' or more and the average Overbought 'persistence' is 42 days. 1.26% of the total of 1.94 million traded stock days were by companies with an RPS of over 4. For companies with a market capitalisation higher than ¥100b, the numbers are 95 companies and 74 days - demonstrating the superior persistence of large capitalisation companies in this regard. The chart above highlights the track record of all 95 large caps which are some point were Overbought in the last twenty-four months and illustrates the extreme outlier status of Goldwin and Lasertec.RPS NEGATIVE MEAN REVERSION - Some examples of RPS mean reversion in the last three months have been Suzuken (9987 JP), Infomart (2492 JP), Nichirei (2871 JP), and Fancl (4921 JP). Source: Japan Analytics• RELATIVE PRICE SCORE 'BOTTOMS' •
Source: Japan Analytics
RPS 'BOTTOMS' - 259 companies have seen their RPS fall to '-2' or below in the last two years, and the average Oversold 'persistence' is 83 days. 1.46% of the total of 1.94 million traded stock days were by companies with an RPS of less than -2.  For larger capitalisation companies, the numbers are 79 companies and 94 days. The chart above highlights the track record of the 79 large caps which are some point were Oversold in the last twenty-four months and illustrates the strong recovery in the REITs Sector and the continuing demise of Regional Banks.RPS POSITIVE MEAN REVERSION - Some recent examples of positive RPS mean reversions are Otsuka Holdings (4578 JP) and LINE (3938 JP).Source: Japan AnalyticsAs we noted in our June Insight: -LINE (3938 JP)- Line has performed poorly since being featured in last year's Sohn Conference and has had negative and worsening Operating Income for each of the previous five quarters. Although there is a possibility of a double-bottom RPS 'bounce' and the company is now the most-Oversold non-financial large-cap over one year, there are no fundamental reasons to own the shares.   In the DETAIL section below, we list the current Very Overbought (RPS&gt;5), Too-Late-To-Buy (RPS &gt;4&lt;5) and Oversold (RPS &lt;-2) stocks as well as the most substantial three-month positive and negative changes in RPS.

🇯🇵 Japan • September Relative Price Scores - Life at the Poles Part 2: Companies

Japan

Daiwa Securities Group Inc. is a holding company. The Group provides a comprehensive financial services including dealing, brokerage, underwriting, and distribution of securities.  Other services are research & systems development, custody service, and asset management. Daiwa has subsidiaries in US, Europe, Asia, and Middle East.

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Daiwa Securities Group (8601 JP)

🇯🇵 JAPAN • September Relative Price Scores - Profiting from Outlier Mean Reversion

• RELATIVE PRICE SCORE • RELATIVE PRICE SCORE OUTLIERS - The Relative Price Score (RPS) is a measure of price performance relative to TOPIX...

Campbell Gunn

Japan Exchange – Nice Way to End The Year

Strong FY 4Q19 To End Year: Japan Exchange (JSX) reported a strong FY 4Q19 result of JPY 14.3 bnm increasing JPY 2.6 bn (22.2%) linked period....

Thomas J. Monaco

Market Neutral Financial Pairs - Nomura Vs Daiwa

Since the start of its buyback in August 2019, Nomura Holdings (8604 JP) has outperformed Daiwa Securities Group (8601 JP) by around 35%. Over this...

Brian Freitas

Nomura Holdings (8604 JP) Buyback Update - Halfway There

On 18 June 2019, Nomura Holdings (8604 JP) announced that its Board of Directors had approved to set up a huge buyback of up to 300m shares (8.6%...

Brian Freitas

🇯🇵 Japan • September Relative Price Scores - Life at the Poles Part 2: Companies

• RELATIVE PRICE SCORE •INTRODUCTION - The Relative Price Score (RPS) is a measure of stock price performance relative to TOPIX calculated by...

Campbell Gunn

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