'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

- MARKET COMPOSITE -<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/081/436/original/2019-03-10_11-07-01.png?1552183736" class="editor-image img-responsive" data-smartkarma-image-id="81436"></figure><div style="text-align: center;" class="content-caption">Source: Japan Analytics</div><div>
SOUTHBOUND - The upside we anticipated two weeks ago turned out to be only ¥6t before the harsh realities of some weak macro data intervened and sent the market 3% lower over the last two trading days suggesting the bear market rally is now over. After peaking at 48%, the market-value-based percentage above the weighted sum of moving averages has now retreated to 33%. </div><hr>- SECTORS - <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/081/437/original/2019-03-10_11-38-43.png?1552185548" class="editor-image img-responsive" data-smartkarma-image-id="81437"></figure><div style="text-align: left;" class="content-caption">
LEGEND: The 'sparklines' show the three-year trend in the weighted percentage above moving average relative to the Market Composite and the 'STDev' column is a measure of the variability of that relative measure. The table also provides averages for the breaks above and breaks below and the positive and negative crossovers.</div>SECTOR BREAKDOWN - The top six sectors remain domestic and defensive and are unchanged from two weeks ago with REITs, the clear leader. Equally predictable is the bottom half-dozen - Banks, Non-Bank Finance, Retail, Autos, and Metals remain from two weeks ago, with Machinery replacing Construction. Banks stay at the bottom, and the sector had its largest volume 'day' as measured by our Volume Score since September 21st, 2018 on Friday although many other sectors were 'active.' <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/081/440/original/2019-03-10_11-54-26.png?1552186476" class="editor-image img-responsive" data-smartkarma-image-id="81440"></figure><div class="content-caption">Source: Japan Analytics</div><hr>- COMPANIES -COMPANY MOVING AVERAGE OUTLIERS - As with the Market Composite and Sectors, the Moving Average Outlier indicator uses a weighted sum of each company's share price relative to its 5-day, 20-day, 60-day, 120-day and 240-day moving averages. 'Extreme' values are weighted sums greater than 100% and less than -100%. We would caution that this indicator is best used for timing shorter-term reversals and, in many cases, higher highs and lower lows will be seen. <div class="content-highlight">
In the DETAIL section below, we highlight the current top and bottom twenty-five large capitalisation outliers, as well as those companies that have seen the most significant positive and negative changes in their outlier percentage in the last two weeks and provide short comments on companies of particular note.
Our most extreme positive outlier two weeks ago, <a href="https://www.smartkarma.com/entities/26181" target="_blank" data-smartkarma-citation="entities:26181:1">Pksha Technology (3993 JP)</a> declined by 8% and 'tops' our most negative two-week change list, while the most negative outlier <a href="https://www.smartkarma.com/entities/24540" target="_blank" data-smartkarma-citation="entities:24540:1">SanBio (4592 JP)</a> rose by 3%. <a href="https://www.smartkarma.com/entities/8244" target="_blank" data-smartkarma-citation="entities:8244:1">Leopalace21 (8848 JP)</a> which was also featured recovered by 9%.
<a href="https://www.smartkarma.com/entities/2709" target="_blank" data-smartkarma-citation="entities:2709:1">AnGes (4563 JP)</a> is currently the most extreme large cap positive outlier having peaked at '492' on 26th February up from a 'trough' of -132 in December. Biotechnology peer <a href="https://www.smartkarma.com/entities/24540" target="_blank" data-smartkarma-citation="entities:24540:1">SanBio (4592 JP)</a> is, for the third time this year, the most extreme negative outlier, having topped the 13th January and 24th February positive outlier lists and is another 'round-tripper'. 
</div><div class="content-caption">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/081/441/original/2019-03-10_12-13-00.png?1552187591" class="editor-image img-responsive" data-smartkarma-image-id="81441"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/081/442/original/2019-03-10_12-17-48.png?1552187878" class="editor-image img-responsive" data-smartkarma-image-id="81442"></figure>Source: Japan Analytics
</div>

- MARKET COMPOSITE -Source: Japan Analytics
SOUTHBOUND - The upside we anticipated two weeks ago turned out to be only ¥6t before the harsh realities of some weak macro data intervened and sent the market 3% lower over the last two trading days suggesting the bear market rally is now over. After peaking at 48%, the market-value-based percentage above the weighted sum of moving averages has now retreated to 33%. - SECTORS - 
LEGEND: The 'sparklines' show the three-year trend in the weighted percentage above moving average relative to the Market Composite and the 'STDev' column is a measure of the variability of that relative measure. The table also provides averages for the breaks above and breaks below and the positive and negative crossovers.SECTOR BREAKDOWN - The top six sectors remain domestic and defensive and are unchanged from two weeks ago with REITs, the clear leader. Equally predictable is the bottom half-dozen - Banks, Non-Bank Finance, Retail, Autos, and Metals remain from two weeks ago, with Machinery replacing Construction. Banks stay at the bottom, and the sector had its largest volume 'day' as measured by our Volume Score since September 21st, 2018 on Friday although many other sectors were 'active.' Source: Japan Analytics- COMPANIES -COMPANY MOVING AVERAGE OUTLIERS - As with the Market Composite and Sectors, the Moving Average Outlier indicator uses a weighted sum of each company's share price relative to its 5-day, 20-day, 60-day, 120-day and 240-day moving averages. 'Extreme' values are weighted sums greater than 100% and less than -100%. We would caution that this indicator is best used for timing shorter-term reversals and, in many cases, higher highs and lower lows will be seen. 
In the DETAIL section below, we highlight the current top and bottom twenty-five large capitalisation outliers, as well as those companies that have seen the most significant positive and negative changes in their outlier percentage in the last two weeks and provide short comments on companies of particular note.
Our most extreme positive outlier two weeks ago, Pksha Technology (3993 JP) declined by 8% and 'tops' our most negative two-week change list, while the most negative outlier SanBio (4592 JP) rose by 3%. Leopalace21 (8848 JP) which was also featured recovered by 9%.
AnGes (4563 JP) is currently the most extreme large cap positive outlier having peaked at '492' on 26th February up from a 'trough' of -132 in December. Biotechnology peer SanBio (4592 JP) is, for the third time this year, the most extreme negative outlier, having topped the 13th January and 24th February positive outlier lists and is another 'round-tripper'. 

Source: Japan Analytics


🇯🇵 Japan: Moving Average Outliers - AnGes, SanBio, Adastria, AIN, Sumco & Benefit One

- MARKET COMPOSITE -<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/882/original/2019-02-24_11-07-12.png?1550974089" class="editor-image img-responsive" data-smartkarma-image-id="79882"></figure><div class="content-caption">Source: Japan Analytics</div>ALMOST THREE-MONTH HIGH RECOVERY - The bear market rally is now in its second stage, and the market composite is now 14% above the Christmas Day low. The 'market value'-based percentage above moving averages almost reached a new three-month on Thursday; the stock count version is lagging as usual.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/886/original/2019-02-24_11-32-45.png?1550975583" class="editor-image img-responsive" data-smartkarma-image-id="79886"></figure><div class="content-caption">Source: Japan Analytics</div>STILL SOME UPSIDE - Using the three-month rate of change in this indicator, we are a few weeks away from generating a short-term sell signal, the last such trigger having occurred on 25th October. <hr>- SECTORS - <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/887/original/2019-02-24_11-45-38.png?1550976349" class="editor-image img-responsive" data-smartkarma-image-id="79887"></figure><div style="text-align: left;" class="content-caption">
LEGEND: The 'sparklines' show the three-year trend in the weighted percentage above moving average relative to the Market Composite and the 'STDev' column is a measure of the variability of that relative measure. The table also provides averages for the breaks above and breaks below and the positive and negative crossovers.</div>SECTOR BREAKDOWN - The top six sectors remain domestic and defensive. REITs, Information Technology, Transporation and Utilities continue from our previous review with Restaurants and Healthcare replacing Media and Telecommunications. Equally predictable is the bottom half-dozen - Banks, Non-Bank Finance, Autos, and Metals remain from two weeks ago, with Construction and Retail replacing Chemicals and Other Materials. <hr>- COMPANIES -COMPANY MOVING AVERAGE OUTLIERS - As with the Market Composite and Sectors, the Moving Average Outlier indicator uses a weighted sum of each company's share price relative to its 5-day, 20-day, 60-day, 120-day and 240-day moving averages. 'Extreme' values are weighted sums greater than 100% and less than -100%. We would caution that this indicator is best used for timing shorter-term reversals and, in many cases, higher highs and lower lows will be seen. <div class="content-highlight">
In the DETAIL section below, we highlight the current top and bottom twenty-five large capitalisation outliers, as well as those companies that have seen the most significant positive and negative changes in their outlier percentage in the last two weeks and provide short comments on companies of particular note.
<a href="https://www.smartkarma.com/entities/26181" target="_blank" data-smartkarma-citation="entities:26181:1">PKSHA Technology (3993 JP)</a> is currently the most extreme large capitalisation positive outlier and an excellent example of a -100 to 100 'roundtrip' in under two months. <a href="https://www.smartkarma.com/entities/24540" target="_blank" data-smartkarma-citation="entities:24540:1">SanBio (4592 JP)</a> is, again, the most extreme negative outlier, having topped the 13th January positive outlier list and is another 'round-tripper'. We also add the chart for 'cockroach' stock <a href="https://www.smartkarma.com/entities/8244" target="_blank" data-smartkarma-citation="entities:8244:1">Leopalace21 (8848 JP)</a> which no longer qualifies for inclusion in our tables, having lost 60% of its value in the last two weeks and 79% in less than a year.
</div><div class="content-caption">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/890/original/2019-02-24_12-58-23.png?1550980729" class="editor-image img-responsive" data-smartkarma-image-id="79890"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/891/original/2019-02-24_12-59-54.png?1550980806" class="editor-image img-responsive" data-smartkarma-image-id="79891"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/079/892/original/2019-02-24_13-12-58.png?1550981589" class="editor-image img-responsive" data-smartkarma-image-id="79892"></figure>Source: Japan Analytics
</div>

- MARKET COMPOSITE -Source: Japan AnalyticsALMOST THREE-MONTH HIGH RECOVERY - The bear market rally is now in its second stage, and the market composite is now 14% above the Christmas Day low. The 'market value'-based percentage above moving averages almost reached a new three-month on Thursday; the stock count version is lagging as usual.Source: Japan AnalyticsSTILL SOME UPSIDE - Using the three-month rate of change in this indicator, we are a few weeks away from generating a short-term sell signal, the last such trigger having occurred on 25th October. - SECTORS - 
LEGEND: The 'sparklines' show the three-year trend in the weighted percentage above moving average relative to the Market Composite and the 'STDev' column is a measure of the variability of that relative measure. The table also provides averages for the breaks above and breaks below and the positive and negative crossovers.SECTOR BREAKDOWN - The top six sectors remain domestic and defensive. REITs, Information Technology, Transporation and Utilities continue from our previous review with Restaurants and Healthcare replacing Media and Telecommunications. Equally predictable is the bottom half-dozen - Banks, Non-Bank Finance, Autos, and Metals remain from two weeks ago, with Construction and Retail replacing Chemicals and Other Materials. - COMPANIES -COMPANY MOVING AVERAGE OUTLIERS - As with the Market Composite and Sectors, the Moving Average Outlier indicator uses a weighted sum of each company's share price relative to its 5-day, 20-day, 60-day, 120-day and 240-day moving averages. 'Extreme' values are weighted sums greater than 100% and less than -100%. We would caution that this indicator is best used for timing shorter-term reversals and, in many cases, higher highs and lower lows will be seen. 
In the DETAIL section below, we highlight the current top and bottom twenty-five large capitalisation outliers, as well as those companies that have seen the most significant positive and negative changes in their outlier percentage in the last two weeks and provide short comments on companies of particular note.
PKSHA Technology (3993 JP) is currently the most extreme large capitalisation positive outlier and an excellent example of a -100 to 100 'roundtrip' in under two months. SanBio (4592 JP) is, again, the most extreme negative outlier, having topped the 13th January positive outlier list and is another 'round-tripper'. We also add the chart for 'cockroach' stock Leopalace21 (8848 JP) which no longer qualifies for inclusion in our tables, having lost 60% of its value in the last two weeks and 79% in less than a year.

Source: Japan Analytics


🇯🇵 Japan: Moving Average Outliers - PKSHA, SanBio, Goldwin, ZOZO, Drugstores & ASICS

Japan/Asia Long-Short, LightStream Research

Mio Kato

Japan/Asia Long-Short

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.

Equity Capital Markets

<a href="https://www.smartkarma.com/entities/23714" target="_blank" data-smartkarma-citation="entities:23714:1">Tateru Inc (1435 JP)</a> is a real estate tech company that is Japan's answer to <a href="https://www.smartkarma.com/entities/5561" target="_blank" data-smartkarma-citation="entities:5561:1">Zillow Group Inc A (ZG US)</a>, <a href="https://www.smartkarma.com/entities/22116" target="_blank" data-smartkarma-citation="entities:22116:1">Rightmove PLC (RMV LN)</a>, <a href="https://www.smartkarma.com/entities/699" target="_blank" data-smartkarma-citation="entities:699:1">REA Group Ltd (REA AU)</a> etc. The company's main business helps potential investors conveniently purchase and develop plots of land for the purpose of earning a rental yield. The company supplies a simple app through which investors can connect to an online concierge who aids them with their decision making. Tateru essentially handles all inconvenient aspects of the…

Tateru Inc (1435 JP) is a real estate tech company that is Japan's answer to Zillow Group Inc A (ZG US), Rightmove PLC (RMV LN), REA Group Ltd (REA AU) etc. The company's main business helps potential investors conveniently purchase and develop plots of land for the purpose of earning a rental yield. The company supplies a simple app through which investors can connect to an online concierge who aids them with their decision making. Tateru essentially handles all inconvenient aspects of the…

Tateru: Is This Really Investors Cloud Nine?

Director, Pearl Hill Advisors

Nicholas Tanner

Director

Pearl Hill Advisors

Equity Bottom-Up

PKSHA (pronounced Parksha and from the Hindi word for clairvoyance) was listed on the Mothers exchange in September 2017. It is already 30% owned by the foreign investor. The founder owns 45% and Noritsu Koki (7744) owns another 13% (worth Y21bn to Noritsu Koki vs. its current market cap of Y90bn). It is unique amongst listed Japanese companies. Using deep learning and machine learning technology, it develops algorithmic software that improves work efficiency as well as the automation process…

PKSHA (pronounced Parksha and from the Hindi word for clairvoyance) was listed on the Mothers exchange in September 2017. It is already 30% owned by the foreign investor. The founder owns 45% and Noritsu Koki (7744) owns another 13% (worth Y21bn to Noritsu Koki vs. its current market cap of Y90bn). It is unique amongst listed Japanese companies. Using deep learning and machine learning technology, it develops algorithmic software that improves work efficiency as well as the automation process…

PKSHA (3993) Pure Play on Deep Learning and Machine Learning Technology but Expensive.

Japan

PKSHA Technology Inc. provides software development services. The Company develops and manages image recognition, universal dialogue, and customer behavior forecast software. PKSHA Technology serves clients in Japan.

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PKSHA Technology (3993 JP)

🇯🇵 Japan: Moving Average Outliers - AnGes, SanBio, Adastria, AIN, Sumco & Benefit One

- MARKET COMPOSITE - SOUTHBOUND - The upside we anticipated two weeks ago turned out to be only ¥6t before the harsh realities of some weak macro...

Campbell Gunn

🇯🇵 Japan: Moving Average Outliers - PKSHA, SanBio, Goldwin, ZOZO, Drugstores & ASICS

- MARKET COMPOSITE -ALMOST THREE-MONTH HIGH RECOVERY - The bear market rally is now in its second stage, and the market composite is now 14% above...

Campbell Gunn

Tateru: Is This Really Investors Cloud Nine?

Tateru Inc (1435 JP) is a real estate tech company that is Japan's answer to Zillow Group Inc A (ZG US), Rightmove PLC (RMV LN), REA Group Ltd (REA...

Mio Kato

PKSHA (3993) Pure Play on Deep Learning and Machine Learning Technology but Expensive.

PKSHA (pronounced Parksha and from the Hindi word for clairvoyance) was listed on the Mothers exchange in September 2017. It is already 30% owned...

Pearl Hill Advisors

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