'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

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<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/837/original/2019-01-18_11-35-42.png?1547778954" class="editor-image img-responsive" data-smartkarma-image-id="75837"></figure>
Source: Japan Analytics
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RELATIVE PRICE SCORE - The Relative Price Score (RPS) measures stock price performance relative to TOPIX and is calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices. As all companies are, as a result, on a comparable scale, 'overbought' and 'oversold' outliers and changes in scoring can reveal short-term and longer-term trading opportunities. This insight updates our list of overbought and oversold companies, reviews the best and worst performing companies by RPS over the last two months and adds some specific comments on stocks on each category.
RPS STATISTICS - The Company 'outlier' thresholds are set to "+4" for overbought and "-2" for oversold.  Currently, of the 3,686 listed companies for which monthly data is available, 91 companies are 'Overbought', and 120 are 'Oversold' - 2.5% and 3.2%, respectively of the total. For companies with a market capitalisation of over ¥100b, there are 35 'Overbought' and 24 'Oversold' companies. 
RPS 'TOPS' - In the last two years, 445 companies have achieved an RPS of '4' or more. 80% have seen their RPS fall to below '4' within the following two months. For companies with a market capitalisation higher than ¥100b, the numbers are 95 companies and 63% - demonstrating the superior persistence of large capitalisation companies in this regard. Some examples of RPS mean reversion in the last two months have been <a href="https://www.smartkarma.com/entities/8225" target="_blank" data-smartkarma-citation="entities:8225:1">Descente (8114 JP)</a>,  <a href="https://www.smartkarma.com/entities/4908" target="_blank" data-smartkarma-citation="entities:4908:1">Ariake Japan (2815 JP)</a>, <a href="https://www.smartkarma.com/entities/15862" target="_blank" data-smartkarma-citation="entities:15862:1">Fancl (4921 JP)</a>, <a href="https://www.smartkarma.com/entities/13435" target="_blank" data-smartkarma-citation="entities:13435:1">Bandai Namco (7832 JP)</a>, <a href="https://www.smartkarma.com/entities/13475" target="_blank" data-smartkarma-citation="entities:13475:1">Don Quijote (7532 JP)</a>, and <a href="https://www.smartkarma.com/entities/1492" target="_blank" data-smartkarma-citation="entities:1492:1">Gmo Payment Gateway (3769 JP)</a>.
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/838/original/2019-01-18_11-36-19.png?1547778995" class="editor-image img-responsive" data-smartkarma-image-id="75838"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/839/original/2019-01-18_11-37-01.png?1547779035" class="editor-image img-responsive" data-smartkarma-image-id="75839"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/840/original/2019-01-18_11-37-37.png?1547779070" class="editor-image img-responsive" data-smartkarma-image-id="75840"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/841/original/2019-01-18_11-38-07.png?1547779100" class="editor-image img-responsive" data-smartkarma-image-id="75841"></figure>
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Source: Japan Analytics
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RPS 'BOTTOMS' - 296 companies have seen their RPS fall to '-2' or below in the last two years. 58% have seen their RPS recover to above '-2' within three to six months. For larger capitalisation companies, the numbers are 72 companies and 67%. Some recent examples of positive RPS mean reversion in the last two months have been <a href="https://www.smartkarma.com/entities/22772" target="_blank" data-smartkarma-citation="entities:22772:1">LINE Corp (3938 JP)</a> - a 'contrarians only' selection in our last <a href="https://www.smartkarma.com/insights/japan-relative-price-score-update-overbought-and-oversold-companies" target="_blank" data-smartkarma-citation="insights:25849">Insight</a>, and <a href="https://www.smartkarma.com/entities/15457" target="_blank" data-smartkarma-citation="entities:15457:1">Tokyo Electric Power (9501 JP)</a>.
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/842/original/2019-01-18_11-39-56.png?1547779218" class="editor-image img-responsive" data-smartkarma-image-id="75842"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/843/original/2019-01-18_11-42-06.png?1547779350" class="editor-image img-responsive" data-smartkarma-image-id="75843"></figure>
<div class="content-caption">Source: Japan Analytics</div>
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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 largest two-month positive and negative changes in RPS.
NB - All data is as of January 17th close.
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Source: Japan Analytics

RELATIVE PRICE SCORE - The Relative Price Score (RPS) measures stock price performance relative to TOPIX and is calculated by comparing the current deviation with the mean absolute deviation of monthly and daily relative share prices. As all companies are, as a result, on a comparable scale, 'overbought' and 'oversold' outliers and changes in scoring can reveal short-term and longer-term trading opportunities. This insight updates our list of overbought and oversold companies, reviews the best and worst performing companies by RPS over the last two months and adds some specific comments on stocks on each category.
RPS STATISTICS - The Company 'outlier' thresholds are set to "+4" for overbought and "-2" for oversold.  Currently, of the 3,686 listed companies for which monthly data is available, 91 companies are 'Overbought', and 120 are 'Oversold' - 2.5% and 3.2%, respectively of the total. For companies with a market capitalisation of over ¥100b, there are 35 'Overbought' and 24 'Oversold' companies. 
RPS 'TOPS' - In the last two years, 445 companies have achieved an RPS of '4' or more. 80% have seen their RPS fall to below '4' within the following two months. For companies with a market capitalisation higher than ¥100b, the numbers are 95 companies and 63% - demonstrating the superior persistence of large capitalisation companies in this regard. Some examples of RPS mean reversion in the last two months have been Descente (8114 JP),  Ariake Japan (2815 JP), Fancl (4921 JP), Bandai Namco (7832 JP), Don Quijote (7532 JP), and Gmo Payment Gateway (3769 JP).





Source: Japan Analytics

RPS 'BOTTOMS' - 296 companies have seen their RPS fall to '-2' or below in the last two years. 58% have seen their RPS recover to above '-2' within three to six months. For larger capitalisation companies, the numbers are 72 companies and 67%. Some recent examples of positive RPS mean reversion in the last two months have been LINE Corp (3938 JP) - a 'contrarians only' selection in our last Insight, and Tokyo Electric Power (9501 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 largest two-month positive and negative changes in RPS.
NB - All data is as of January 17th close.


Japan: Relative Price Scores - Overbought and Oversold Companies - Calling 'Tops' & 'Bottoms'

Asian property research and analysis, DimSum Property

Kang Ho Chong

Asian property research and analysis

DimSum Property

Established in Singapore, DimSum Property is a private fund-raising platform with an investment focus across the entire real estate value chain, designed to connect real estate players to investors, built on proprietary and well-researched content, and driven by fin-tech innovations.

Our research articles are written by the DimSum Property Research Team led by co-founder Kang-Ho Chong.

Thematic (Sector/Industry)

Bid to win, or bid to try your luck...Developers often enter into land bids with different strategies. They may aggressively “bid to win”, especially when their landbank has been depleted. Other times, they may choose to bid low, just to try their luck, hoping that no one else bids above them. Very often, these strategies will lead to different outcomes for their profit margins.<ul><li>Land is the most basic and important ingredient in a development project. In Asia, as land that is zoned for property development becomes more scarce, we see developers competing more and more aggressively for  land parcels, hence driving up land prices.</li><li>Given its relatively transparent and public data-rich land bidding system, we have chosen the Singapore land market as a case study to analyse and understand developers’ behaviours when they bid for land.  </li><li>Our model (between 2007-2016) suggests that since 2016, developers operating in Singapore have been finding it hard to win land parcels, due to greater competition for land. Combined with the pressing need to replenish their depleting landbank, many developers strategized to go all out to win in their land bids.</li><li>These aggressive bids have led to higher land costs and lower profit margins for developers, especially in an environment of falling home prices. We estimate net margins fell to ~15% in 2015, down from 22-36% in 2009-12. We expect them to continue lowering to single digits in 2016-17E.</li><li>Even in the face of a potential margin squeeze, many developers are still jumping in to bid for land, as they seek to fulfil “non-profit driven” strategies such as the need to restock, deploy cash, gain market share, or protect the value of a nearby land which they previously acquired.</li></ul>

Bid to win, or bid to try your luck...Developers often enter into land bids with different strategies. They may aggressively “bid to win”, especially when their landbank has been depleted. Other times, they may choose to bid low, just to try their luck, hoping that no one else bids above them. Very often, these strategies will lead to different outcomes for their profit margins.Land is the most basic and important ingredient in a development project. In Asia, as land that is zoned for property development becomes more scarce, we see developers competing more and more aggressively for  land parcels, hence driving up land prices.Given its relatively transparent and public data-rich land bidding system, we have chosen the Singapore land market as a case study to analyse and understand developers’ behaviours when they bid for land.  Our model (between 2007-2016) suggests that since 2016, developers operating in Singapore have been finding it hard to win land parcels, due to greater competition for land. Combined with the pressing need to replenish their depleting landbank, many developers strategized to go all out to win in their land bids.These aggressive bids have led to higher land costs and lower profit margins for developers, especially in an environment of falling home prices. We estimate net margins fell to ~15% in 2015, down from 22-36% in 2009-12. We expect them to continue lowering to single digits in 2016-17E.Even in the face of a potential margin squeeze, many developers are still jumping in to bid for land, as they seek to fulfil “non-profit driven” strategies such as the need to restock, deploy cash, gain market share, or protect the value of a nearby land which they previously acquired.

Land Market – Bid to Win, or Bid to Try Your Luck?

Head of Research, IPOs & Placements, Aequitas Research

Sumeet Singh

Head of Research, IPOs & Placements

Smartkarma

Smartkarma unites the fragmented investment industry, connecting institutional investors, independent research providers, and corporates within a single network.

Research Reinvented

Equity Capital Markets

Orix JREIT plans to raise US$135m/JPY15bn in order to acquire two properties. The company has been issuing equity to acquire new assets, every year for the past three years once in March and then again in the second half of the year.We had covered the previous Mar-15 deal, <a href="https://www.smartkarma.com/insights/orix-jreit-8954-jp-another-placement-for-acquisition-will-be-dpu-accretive" target="_blank" data-smartkarma-citation="insights:513">Orix JREIT (8954 JP) - Another placement for acquisition; will be DPU accretive</a>, which went on to yield a 5% upside in the first month.The deal scores a positive score on our framework as: company's previous deals have all…

Orix JREIT plans to raise US$135m/JPY15bn in order to acquire two properties. The company has been issuing equity to acquire new assets, every year for the past three years once in March and then again in the second half of the year.We had covered the previous Mar-15 deal, Orix JREIT (8954 JP) - Another placement for acquisition; will be DPU accretive, which went on to yield a 5% upside in the first month.The deal scores a positive score on our framework as: company's previous deals have all…

Orix JREIT - Its that Time of the Year Again

Japan

MORI TRUST Sogo Reit, Inc. is a real estate investment trust (REIT), which invests in income producing properties.  The Company mainly invests in office buildings in metropolitan area and local cities.

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Mori Trust Sogo Reit (8961 JP)

Japan: Relative Price Scores - Overbought and Oversold Companies - Calling 'Tops' & 'Bottoms'

RELATIVE PRICE SCORE - The Relative Price Score (RPS) measures stock price performance relative to TOPIX and is calculated by comparing the...

Campbell Gunn

Land Market – Bid to Win, or Bid to Try Your Luck?

Bid to win, or bid to try your luck...Developers often enter into land bids with different strategies. They may aggressively “bid to win”,...

DimSum Property

Orix JREIT - Its that Time of the Year Again

Orix JREIT plans to raise US$135m/JPY15bn in order to acquire two properties. The company has been issuing equity to acquire new assets, every year...

Sumeet Singh

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