'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

Former Japan Equity PM with over 30 of experience now providing database-driven analysis of the market, sectors, peer groups and stocks for LightStream Research.

Leveraging data and graphic analysis provided by Japan Analytics, and the related Japan Analytics iPad App, we provide insights on companies are often ignored by the sell-side as well as challenging conventional wisdom on the market overall.

'Quantamental' Japan Specialist

Daifuku: Micro-Quantamental Analysis Points to Overoptimistic Consensus

🇯🇵 Japan • FA & SPE - Calling Bottoms and Tops

🇯🇵 Japan • Results & Revisions Roundup Part 1 - Mr Market Calls a Bottom

🇯🇵 Japan • September Relative Price Scores - Life at the Poles Part 1

🇯🇵 Japan • Relative Price Scores - Overbought & Oversold Companies - June 2019

🇯🇵 Japan • June Relative Price Scores: Market, Sectors & Peer Groups - More of The Same

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. 

Quantitative Analysis

<p style="text-align: center;"><strong>• RELATIVE PRICE SCORE</strong> •</p><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><p><strong>INTRODUCTION </strong>- 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<strong> +4</strong> &amp; <strong>-2</strong> 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. </p><div class="content-highlight"><p><strong>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.</strong></p></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><p><strong>STATISTICS</strong> - 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.</p><hr><p style="text-align: center;"><strong>• RELATIVE PRICE SCORE 'TOPS' •</strong></p><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><p><strong>RPS 'TOPS'</strong> - 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.</p><p><strong>RPS NEGATIVE MEAN REVERSION</strong> - 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>. </p><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><p style="text-align: center;"><strong>• RELATIVE PRICE SCORE 'BOTTOMS' •</strong></p><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><p><strong>RPS 'BOTTOMS'</strong> - 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<strong> REITs</strong> Sector and the continuing demise of <strong>Regional Banks</strong>.</p><p><strong>RPS POSITIVE MEAN REVERSION</strong> - 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>.</p><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><p>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></p><blockquote><p><strong><a href="https://www.smartkarma.com/entities/line-corp" target="_blank" data-smartkarma-citation="entities:22772:1" rel="noopener">LINE (3938 JP)</a></strong>- 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 <strong>the company is now the most-Oversold non-financial large-cap over one year,</strong> there are no fundamental reasons to own the shares.   </p></blockquote><p>In the <strong>DETAIL </strong>section below, we list the current<strong> Very Overbought (RPS&gt;5</strong>), <strong>Too-Late-To-Buy (RPS &gt;4&lt;5)</strong> and <strong>Oversold (RPS &lt;-2)</strong> stocks as well as the most substantial three-month positive and negative changes in RPS.</p>

• 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.

Daishi Hokuetsu Financial Group (7327 JP)

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