'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

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

🇯🇵 JAPAN • March Sector & Peer Group Relative Price Scores -

🇯🇵 JAPAN • March Company Relative Price Scores - Playing the Extremes

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

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

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

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

Japan Industrials / 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.

🇯🇵 일본 • 12월 업종 및 동종업계 상대 가격 점수 - 방어적 종목부터 순환적 종목까지