'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. 

Quantitative Analysis

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/121/977/original/2020-03-09_14-29-36.png?1583731808" class="editor-image img-responsive" data-smartkarma-image-id="121977"></figure><div class="content-caption">Source • Stoxx.com</div><p style="text-align: left;"><strong>ALTMAN'S Z-SCORE</strong> - Dr Edward Altman's Z-Score has been in use for over 50 years as a statistical model to calculate the probability of bankruptcy which built on the work of William Beaver and R.A. Fisher. Altman's original article (attached below) was published in the September 1968 issue of the Journal of Finance when he was an assistant professor of finance at NYU Stern.  The 'classic' Z-Score sampled publically-traded manufacturing companies. Later versions were formulated for private companies, non-manufacturing companies and emerging markets.  The model is between 80% and 90% accurate in predicting bankruptcy one year ahead of the event, while the rate of false positives has been between 15% and 20%.</p><p style="text-align: left;"><strong>APPLICATION TO JAPAN</strong> - We have been using Altman Z-Scores in Japan since the mid-1980s. We have found the Scores to be reasonably predictive, as has been confirmed by several academic papers, including  <a href="https://www.semanticscholar.org/paper/A-Model-of-Bankruptcy-Prediction%3A-Calibration-of/5565168f75b578ba28115ef314acbdd387f82483" target="_blank" rel="noopener">Gurau (2013)</a>. The persistence of a large number of 'zombie' companies supported by banks or keiretsu 'relatives' has, however, reduced the overall 'hit' rate for larger listed companies. The following charts show a timeline of the Altman Z-Score and Market Capitalisation for several memorable Japanese corporate bankruptcies. </p><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/122/005/original/2020-03-09_15-53-11.png?1583736804" class="editor-image img-responsive" data-smartkarma-image-id="122005"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/122/006/original/2020-03-09_15-54-52.png?1583736903" class="editor-image img-responsive" data-smartkarma-image-id="122006"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/122/007/original/2020-03-09_15-56-58.png?1583737032" class="editor-image img-responsive" data-smartkarma-image-id="122007"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/122/009/original/2020-03-09_15-59-08.png?1583737161" class="editor-image img-responsive" data-smartkarma-image-id="122009"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/122/011/original/2020-03-09_16-03-28.png?1583737425" class="editor-image img-responsive" data-smartkarma-image-id="122011"></figure><div class="content-caption">Source • Japan Analytics</div><div class="content-highlight"><p>This Insight is the second part of a three-part series attempting to highlight those Japanese companies that at the highest risk from the 2020 <em>Covid-19 recession</em>. The first focused on the<strong><a href="https://www.smartkarma.com/insights/japan-who-s-swimming-naked-part-1-audit-score" target="_blank" data-smartkarma-citation="insights:37265" rel="noopener">Audit Score</a></strong>, while a forthcoming Insight will look at <strong>Cumulative Cash Flows.</strong></p></div>

Source • Stoxx.comALTMAN'S Z-SCORE - Dr Edward Altman's Z-Score has been in use for over 50 years as a statistical model to calculate the probability of bankruptcy which built on the work of William Beaver and R.A. Fisher. Altman's original article (attached below) was published in the September 1968 issue of the Journal of Finance when he was an assistant professor of finance at NYU Stern.  The 'classic' Z-Score sampled publically-traded manufacturing companies. Later versions were formulated for private companies, non-manufacturing companies and emerging markets.  The model is between 80% and 90% accurate in predicting bankruptcy one year ahead of the event, while the rate of false positives has been between 15% and 20%.APPLICATION TO JAPAN - We have been using Altman Z-Scores in Japan since the mid-1980s. We have found the Scores to be reasonably predictive, as has been confirmed by several academic papers, including  Gurau (2013). The persistence of a large number of 'zombie' companies supported by banks or keiretsu 'relatives' has, however, reduced the overall 'hit' rate for larger listed companies. The following charts show a timeline of the Altman Z-Score and Market Capitalisation for several memorable Japanese corporate bankruptcies. Source • Japan AnalyticsThis Insight is the second part of a three-part series attempting to highlight those Japanese companies that at the highest risk from the 2020 Covid-19 recession. The first focused on theAudit Score, while a forthcoming Insight will look at Cumulative Cash Flows.

🇯🇵 JAPAN • Who’s Swimming Naked? > Part 2: Altman Z-Score

<div>
<p style="text-align: center;"><strong>• RELATIVE PRICE SCORE - COMPANIES •</strong></p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/110/839/original/2019-12-17_10-16-56.png?1576545466" class="editor-image img-responsive" data-smartkarma-image-id="110839"></figure><div class="content-caption">Source: Japan Analytics</div>
<p><strong>COMPANY RELATIVE PRICE SCORE OUTLIERS </strong>- 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 are put on a comparable scale, 'Overbought' and 'Oversold' outliers and short-term changes in scoring can reveal attractive 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. </p>
</div><div><div><p>Following on from our previous Insight <a href="https://www.smartkarma.com/insights/japan-december-sector-peer-group-relative-price-scores-from-defensives-to-cylicals" target="_blank" data-smartkarma-citation="insights:35266" rel="noopener">December Sector &amp; Peer Group Relative Price Scores - From Defensives to Cylicals</a> which covered <strong>Sectors</strong> and <strong>Peer Groups</strong>, in the <strong>DETAIL</strong> section below, we update our list of Overbought and Oversold large-cap companies (market capitalisation over ¥100b) with the current <strong>Very Overbought</strong> (RPS&gt;5), <strong>Too-Late-To-Buy</strong> (RPS &gt;4.5) and <strong>Oversold</strong> (RPS &lt;-2) companies, as well as the largest positive and negative <strong>3-month Changes</strong> in RPS adding some stock-specific comments in each category.</p></div></div>


• RELATIVE PRICE SCORE - COMPANIES •
Source: Japan Analytics
COMPANY 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 are put on a comparable scale, 'Overbought' and 'Oversold' outliers and short-term changes in scoring can reveal attractive 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. 
Following on from our previous Insight December Sector &amp; Peer Group Relative Price Scores - From Defensives to Cylicals which covered Sectors and Peer Groups, in the DETAIL section below, we update our list of Overbought and Oversold large-cap companies (market capitalisation over ¥100b) with the current Very Overbought (RPS&gt;5), Too-Late-To-Buy (RPS &gt;4.5) and Oversold (RPS &lt;-2) companies, as well as the largest positive and negative 3-month Changes in RPS adding some stock-specific comments in each category.

🇯🇵 JAPAN • December Company Relative Price Scores - Opportunities in the Outliers

<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.

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

<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/000/090/226/original/2019-06-13_16-47-07.png?1560412038" class="editor-image img-responsive" data-smartkarma-image-id="90226"></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/goldwin-inc" target="_blank" data-smartkarma-citation="entities:410:1">Goldwin (8111 JP)</a> has the distinction of being one of only two large-cap RPS 'ten-baggers' since that time.</p><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><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/196/original/2019-06-13_11-15-27.png?1560392157" class="editor-image img-responsive" data-smartkarma-image-id="90196"></figure><div class="content-caption">Source: Japan Analytics</div><p><strong>STATISTICS</strong> - Currently, of the 3,832 listed companies for which daily RPS data is available, 94 companies are 'Overbought', and 131 are 'Oversold' - 2.5% and 3.4%, respectively of the total. For the 758 companies with a market capitalisation of over ¥100b, there are 50 'Overbought' and 18 'Oversold' companies, 6.6% and 5.0%, respectively. As noted the companion Insight, <a href="https://www.smartkarma.com/insights/japan-june-relative-price-scores-market-sectors-peer-groups-more-of-the-same" target="_blank" data-smartkarma-citation="insights:30323">🇯🇵 Japan • June Relative Price Scores: Market, Sectors &amp; Peer Groups - More of The Same</a>, these numbers and percentages are unusual and were last seen in the Japanese market in 2000. </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/000/090/202/original/2019-06-13_13-06-49.png?1560398835" class="editor-image img-responsive" data-smartkarma-image-id="90202"></figure><div class="content-caption">Source: Japan Analytics</div><p><strong>RPS 'TOPS'</strong> - In the last two years, 444 companies have achieved an RPS of '4' or more and the average Overbought 'persistence' is 43 days. 1.4% of the total of 1.29 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 96 companies and 75 days - demonstrating the superior persistence of large capitalisation companies in this regard. Some examples of RPS mean reversion in the last three months have been <a href="https://www.smartkarma.com/entities/descente-ltd" target="_blank" data-smartkarma-citation="entities:8225:1">Descente (8114 JP)</a>, <a href="https://www.smartkarma.com/entities/alfresa-holdings-corp" target="_blank" data-smartkarma-citation="entities:10610:1">Alfresa (2784 JP)</a>, <a href="https://www.smartkarma.com/entities/320" target="_blank" data-smartkarma-citation="entities:320:1">FamilyMart Uny (8028 JP)</a>, <a href="https://www.smartkarma.com/entities/kikkoman-corp" target="_blank" data-smartkarma-citation="entities:11720:1">Kikkoman (2801 JP)</a>, <a href="https://www.smartkarma.com/entities/kobayashi-pharmaceutical-co" target="_blank" data-smartkarma-citation="entities:14930:1">Kobayashi Pharmaceutical (4967 JP)</a>, and <a href="https://www.smartkarma.com/entities/eiken-chemical-co-ltd" target="_blank" data-smartkarma-citation="entities:12675:1">Eiken Chemical (4549 JP)</a>.  </p><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/201/original/2019-06-13_13-04-38.png?1560398780" class="editor-image img-responsive" data-smartkarma-image-id="90201"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/203/original/2019-06-13_13-08-46.png?1560398945" class="editor-image img-responsive" data-smartkarma-image-id="90203"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/204/original/2019-06-13_13-09-37.png?1560399049" class="editor-image img-responsive" data-smartkarma-image-id="90204"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/205/original/2019-06-13_13-12-01.png?1560399142" class="editor-image img-responsive" data-smartkarma-image-id="90205"></figure><div class="content-caption">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/316/original/2019-06-15_19-45-47.png?1560595558" class="editor-image img-responsive" data-smartkarma-image-id="90316"></figure><p>Source: Japan Analytics</p>
</div><p><strong>RPS 'BOTTOMS'</strong> - 372 companies have seen their RPS fall to '-2' or below in the last two years, and the average Oversold 'persistence' is 61 days. 1.5% of the total of 1.29 million traded stock days were by companies with an RPS of less than -2.  For larger capitalisation companies, the numbers are 85 companies and 89 days. A recent example of positive RPS mean reversion is <a href="https://www.smartkarma.com/entities/k-o-energy-group-inc" target="_blank" data-smartkarma-citation="entities:17701:1">K&amp;O Energy (1663 JP)</a>.</p><div class="content-caption">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/090/207/original/2019-06-13_13-14-03.png?1560399270" class="editor-image img-responsive" data-smartkarma-image-id="90207"></figure><p>Source: Japan Analytics</p>
</div><div class="content-highlight"><p>In the <strong>DETAIL </strong>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.</p></div>

• 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'. Goldwin (8111 JP) has the distinction of being one of only two large-cap RPS 'ten-baggers' since that time.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 3,832 listed companies for which daily RPS data is available, 94 companies are 'Overbought', and 131 are 'Oversold' - 2.5% and 3.4%, respectively of the total. For the 758 companies with a market capitalisation of over ¥100b, there are 50 'Overbought' and 18 'Oversold' companies, 6.6% and 5.0%, respectively. As noted the companion Insight, 🇯🇵 Japan • June Relative Price Scores: Market, Sectors &amp; Peer Groups - More of The Same, these numbers and percentages are unusual and were last seen in the Japanese market in 2000. • RELATIVE PRICE SCORE TOPS •Source: Japan AnalyticsRPS 'TOPS' - In the last two years, 444 companies have achieved an RPS of '4' or more and the average Overbought 'persistence' is 43 days. 1.4% of the total of 1.29 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 96 companies and 75 days - demonstrating the superior persistence of large capitalisation companies in this regard. Some examples of RPS mean reversion in the last three months have been Descente (8114 JP), Alfresa (2784 JP), FamilyMart Uny (8028 JP), Kikkoman (2801 JP), Kobayashi Pharmaceutical (4967 JP), and Eiken Chemical (4549 JP).  
Source: Japan Analytics
RPS 'BOTTOMS' - 372 companies have seen their RPS fall to '-2' or below in the last two years, and the average Oversold 'persistence' is 61 days. 1.5% of the total of 1.29 million traded stock days were by companies with an RPS of less than -2.  For larger capitalisation companies, the numbers are 85 companies and 89 days. A recent example of positive RPS mean reversion is K&amp;O Energy (1663 JP).
Source: Japan Analytics
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 • Relative Price Scores - Overbought & Oversold Companies - June 2019

<p><strong>SPRING RESULTS &amp; REVISION SCORES</strong> - Better late than never, we Detail below lists the top and bottom-ranked companies measured by their Results &amp; Revision Scores as well as the top and bottom one-quarter changes and the Optimists (Forecasts &gt; TTM results) and Pessimists (TTM results &gt; Forecasts). </p><p>For newcomers to these Insights, our<strong> Results &amp; Revision Scores</strong>, <strong>Results Scores</strong>, and <strong>Forecast/Revisions Scores</strong> provide a standardised 'scoring' of the trend and momentum in both results and initial forecasts/revisions for every listed Japanese company. The data series, which starts in 2008, covers over 160,000 quarterly results and 120,000 initial forecasts and subsequent forecast revisions. </p><div class="content-remarks"><ul>
<li>
<strong>Results Scores</strong> are calculated using the most recent eight quarters of data for revenues, operating income and operating margin and, for each, measure the rate, degree, and consistency of change. The score has a maximum of +30 and a minimum of -30 for each period. In cases where the data is insufficient, incomplete or non-comparable data, the score defaults to zero. Usually, 25% of Japanese company quarterly earnings show losses, and therefore scoring methodology is more revealing of trends than percentage changes.</li>
<li>The <strong>Forecast/Revision Score</strong> is based on both Annual and Interim period forecasts and compares changes from previous forecasts as well as against the trailing twelve-month (TTM) or past 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.</li>
<li>The<strong> Results &amp; Revision Score</strong> is an average of the <strong>Results Scores</strong> and the<strong> Forecasts/Revision Score</strong> and is used to sort the universe by score and change in score in the tables below.</li>
</ul></div>

SPRING RESULTS &amp; REVISION SCORES - Better late than never, we Detail below lists the top and bottom-ranked companies measured by their Results &amp; Revision Scores as well as the top and bottom one-quarter changes and the Optimists (Forecasts &gt; TTM results) and Pessimists (TTM results &gt; Forecasts). For newcomers to these Insights, our Results &amp; Revision Scores, Results Scores, and Forecast/Revisions Scores provide a standardised 'scoring' of the trend and momentum in both results and initial forecasts/revisions for every listed Japanese company. The data series, which starts in 2008, covers over 160,000 quarterly results and 120,000 initial forecasts and subsequent forecast revisions. 

Results Scores are calculated using the most recent eight quarters of data for revenues, operating income and operating margin and, for each, measure the rate, degree, and consistency of change. The score has a maximum of +30 and a minimum of -30 for each period. In cases where the data is insufficient, incomplete or non-comparable data, the score defaults to zero. Usually, 25% of Japanese company quarterly earnings show losses, and therefore scoring methodology is more revealing of trends than percentage changes.
The Forecast/Revision Score is based on both Annual and Interim period forecasts and compares changes from previous forecasts as well as against the trailing twelve-month (TTM) or past 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.
The Results &amp; Revision Score is an average of the Results Scores and the Forecasts/Revision Score and is used to sort the universe by score and change in score in the tables below.


🇯🇵 Japan • Spring Large Cap Results & Revision Scores

Japan

LIXIL Group Corporation produces aluminum housing materials such as doors, windows,curtain walls, and screens.  The Company also sells interior materials and a variety of housing equipment.

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Lixil Group (5938 JP)

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