'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

<p style="text-align: center;"><strong>• RELATIVE PRICE SCORE •</strong></p><p><strong>RELATIVE PRICE SCORE OUTLIERS</strong> - The<strong> Relative Price Score (RPS)</strong> 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, <strong>'Overbought'</strong> and<strong> 'Oversold'</strong> outliers and short-term changes in scoring can reveal attractive trading opportunities.</p><div>
<p>The data for all <strong>3,860</strong><strong>Companies</strong> is cap-weight-aggregated into Relative Price Scores for our <strong>328</strong><strong>Peer Groups</strong> and <strong>30 Sectors</strong>. 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 historical observations.</p>
<p>With a few exceptions, mean reversion from these extreme outlying states occurs typically in a matter of weeks or months. It often coincides with the peak of market interest in a theme or investment fashion.</p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/110/440/original/2019-12-15_05-25-54.png?1576355187" class="editor-image img-responsive" data-smartkarma-image-id="110440"></figure><div class="content-caption">Source: Japan Analytics</div>
<p><strong>OVERBOUGHT MEAN REVERSION</strong> -  Some examples of large-cap RPS mean reversion from being Overbought in the last three months include <a href="https://www.smartkarma.com/entities/house-foods-group-inc" target="_blank" data-smartkarma-citation="entities:5964:1" rel="noopener">House Foods (2810 JP)</a>, <a href="https://www.smartkarma.com/entities/oriental-land-co-ltd" target="_blank" data-smartkarma-citation="entities:13517:1" rel="noopener">Oriental Land (4661 JP)</a>, <a href="https://www.smartkarma.com/entities/bandai-namco-holdings-inc" target="_blank" data-smartkarma-citation="entities:13435:1" rel="noopener">Bandai Namco (7832 JP)</a>, <a href="https://www.smartkarma.com/entities/nomura-research-institute-ltd" target="_blank" data-smartkarma-citation="entities:18129:1" rel="noopener">Nomura Research Institute (4307 JP)</a>, and <a href="https://www.smartkarma.com/entities/invesco-office-j-reit-inc" target="_blank" data-smartkarma-citation="entities:7414:1" rel="noopener">Invesco Office JREIT (3298 JP)</a> - all five are domestically-orientated non-manufacturing companies.</p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/110/459/original/2019-12-15_05-51-43.png?1576356720" class="editor-image img-responsive" data-smartkarma-image-id="110459"></figure><div class="content-caption">Source: Japan Analytics</div>
<p><strong>OVERSOLD MEAN REVERSION</strong> - Some examples of large-cap RPS mean reversion from being Oversold in the last three months include <a href="https://www.smartkarma.com/entities/fujikura-ltd" target="_blank" data-smartkarma-citation="entities:10768:1" rel="noopener">Fujikura (5803 JP)</a>, <a href="https://www.smartkarma.com/entities/nishi-nippon-financial-holdi" target="_blank" data-smartkarma-citation="entities:26192:1" rel="noopener">Nishi-Nippon Financial (7189 JP)</a>, <a href="https://www.smartkarma.com/entities/tv-asahi-holdings-corp" target="_blank" data-smartkarma-citation="entities:8830:1" rel="noopener">TV Asahi (9409 JP)</a>, <a href="https://www.smartkarma.com/entities/uacj-corp" target="_blank" data-smartkarma-citation="entities:5330:1" rel="noopener">UACJ (5741 JP)</a>, <a href="https://www.smartkarma.com/entities/agc-inc" target="_blank" data-smartkarma-citation="entities:2167:1" rel="noopener">AGC (5201 JP)</a> - one bank and three deep cyclical manufacturers. </p>
</div><div><div class="content-highlight"><p>In the <strong>DETAIL</strong> section below, we provide an update on  Sector and Peer Group trends, over the last three months and adds some stock-specific comments. <span>A separate Insight to follow in the next few days will cover the Relative Price Scores for individual companies.</span></p></div></div>

• RELATIVE PRICE SCORE •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.
The data for all 3,860Companies is cap-weight-aggregated into Relative Price Scores for our 328Peer 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 historical observations.
With a few exceptions, mean reversion from these extreme outlying states occurs typically in a matter of weeks or months. It often coincides with the peak of market interest in a theme or investment fashion.
Source: Japan Analytics
OVERBOUGHT MEAN REVERSION -  Some examples of large-cap RPS mean reversion from being Overbought in the last three months include House Foods (2810 JP), Oriental Land (4661 JP), Bandai Namco (7832 JP), Nomura Research Institute (4307 JP), and Invesco Office JREIT (3298 JP) - all five are domestically-orientated non-manufacturing companies.
Source: Japan Analytics
OVERSOLD MEAN REVERSION - Some examples of large-cap RPS mean reversion from being Oversold in the last three months include Fujikura (5803 JP), Nishi-Nippon Financial (7189 JP), TV Asahi (9409 JP), UACJ (5741 JP), AGC (5201 JP) - one bank and three deep cyclical manufacturers. 
In the DETAIL section below, we provide an update on  Sector and Peer Group trends, over the last three months and adds some stock-specific comments. A separate Insight to follow in the next few days will cover the Relative Price Scores for individual companies.

🇯🇵 JAPAN • December Sector & Peer Group Relative Price Scores - From Defensives to Cylicals

Technical Analyst, Vermilion Research

Joe Jasper

Technical Analyst

Technical and Quantitative Research

Vermilion Research

Vermilion’s objective is to deliver timely, actionable, and unique technical research to professional investors through the application of our various technical indicators.

Our research strategists seek to highlight securities which we believe are at major inflection points, based on our various technical and quantitative indicators, and offer asymmetric risk/return profiles. Our unique research methodology, centered on relative strength, enables our strategists to deliver superior investment recommendations.

Our process begins by organizing the universe of actively traded stocks into discrete sectors, then into industry groups. We then apply our technical and quantitative tools to identify developing price trends. Once attractive trends are identified within a selected sector or group, we screen for individual stocks which we believe offer the best risk/reward profile. We provide a historical perspective that often reveals, through our long-term charts, how price patterns often repeat themselves over time.

Technical Analysis

<p style="text-align: justify;">Our weight of the evidence approach leads us to believe the market remains in the early stages of a broad-based advance, meaning a buy-the-dip mentality is warranted. While we want to acknowledge that the potential for a US-China tariff escalation remains a risk for the market, we believe this is likely to be the case for the foreseeable future. In our December International Strategy, we highlight various themes which lead to our positive outlook, including actionable trade ideas in technology, health care and manufacturing.</p>

Our weight of the evidence approach leads us to believe the market remains in the early stages of a broad-based advance, meaning a buy-the-dip mentality is warranted. While we want to acknowledge that the potential for a US-China tariff escalation remains a risk for the market, we believe this is likely to be the case for the foreseeable future. In our December International Strategy, we highlight various themes which lead to our positive outlook, including actionable trade ideas in technology, health care and manufacturing.

Global Equities Headed Up and to the Right: Technology, Health Care Leading

TSE Tokyo Price Index TOPIX / Technical Analysis

<p>Despite EAFE’s YTD outperformance relative to EM, EAFE and EM returns have generally been equal since August, shown by the stalemate in the EAFE vs. EM ratio. The U.S. dollar (DXY) is currently trading near support within the 16-17 month uptrend channel. Technicals suggest the most likely scenario is for the DXY uptrend to continue and for support to hold -- which would likely result in EAFE reasserting as leadership.  In this publication we highlight attractive investment themes and individual ideas across developed markets, with special attention given to Japan, Germany, Sweden, Italy, Spain, and Switzerland.</p>

Despite EAFE’s YTD outperformance relative to EM, EAFE and EM returns have generally been equal since August, shown by the stalemate in the EAFE vs. EM ratio. The U.S. dollar (DXY) is currently trading near support within the 16-17 month uptrend channel. Technicals suggest the most likely scenario is for the DXY uptrend to continue and for support to hold -- which would likely result in EAFE reasserting as leadership.  In this publication we highlight attractive investment themes and individual ideas across developed markets, with special attention given to Japan, Germany, Sweden, Italy, Spain, and Switzerland.

Developed Markets Strategy: Stick with Japan

<p>Continue to favor EAFE over EM. As long as the U.S. dollar remains elevated, we believe  developed international (EAFE) will remain in a leadership position relative to EM (MSCI EM). In this report we highlight actionable set ups within Japan, Switzerland and Australia. Within Japanese Sectors, we focus on opportunities within Technology, Financials, Health Care, and Staples. We also highlight attractive setups within European/UK Sectors, including Health Care, Industrials, Staples and Utilities<em>.</em></p>

Continue to favor EAFE over EM. As long as the U.S. dollar remains elevated, we believe  developed international (EAFE) will remain in a leadership position relative to EM (MSCI EM). In this report we highlight actionable set ups within Japan, Switzerland and Australia. Within Japanese Sectors, we focus on opportunities within Technology, Financials, Health Care, and Staples. We also highlight attractive setups within European/UK Sectors, including Health Care, Industrials, Staples and Utilities.

<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

Japan

Chugai Pharmaceutical Company Ltd., manufactures and sells pharmaceuticals in the domestic and international markets through its subsidiaries. The Company develops drugs in the fields of cancer, infectious diseases, bone, blood, and circulatory systems. Chugai Pharmaceutical also conducts research studies on drugs with private and public medical research institutions.

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Chugai Pharmaceutical (4519 JP)

🇯🇵 JAPAN • December Sector & Peer Group Relative Price Scores - From Defensives to Cylicals

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

Campbell Gunn

Global Equities Headed Up and to the Right: Technology, Health Care Leading

Our weight of the evidence approach leads us to believe the market remains in the early stages of a broad-based advance, meaning a buy-the-dip...

Vermilion Research

Developed Markets Strategy: Stick with Japan

Despite EAFE’s YTD outperformance relative to EM, EAFE and EM returns have generally been equal since August, shown by the stalemate in the EAFE...

Vermilion Research

Developed Markets Opportunities

Continue to favor EAFE over EM. As long as the U.S. dollar remains elevated, we believe developed international (EAFE) will remain in a leadership...

Vermilion Research

🇯🇵 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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