Index Rebal Trades & Special Situations, Quiddity Advisors

Janaghan Jeyakumar, CFA

Index Rebal Trades & Special Situations

Quiddity Advisors

Pan-Asia Catalysts/Events

Index Rebalance

<div><p>JPX-Nikkei 400 is composed of common stocks whose main market is the TSE1, TSE2, JASDAQ, and Mothers sections (which will become the Prime Market, Standard Market, or Growth Market next April) of the Tokyo Stock Exchange. This is a free-float-adjusted market-value-weighted (capped) index composed of 400 constituents selected based on several factors including market capitalization, trading value, operating profits, and ROE.</p></div><div><p>A periodic review is conducted by the Index providers, the JPX Group and Nikkei Inc, in August every year. This review is conducted using the final business day of June as the base date. </p></div><div><p>Quiddity provides quantitative research on pre-event basket strategies surrounding this Index Rebalance event and others. Below is a look at potential Inclusions and Removals for the JPX-Nikkei 400 Rebalance to come in August 2022 based on trading data as of end-October 2021.</p></div>

JPX-Nikkei 400 is composed of common stocks whose main market is the TSE1, TSE2, JASDAQ, and Mothers sections (which will become the Prime Market, Standard Market, or Growth Market next April) of the Tokyo Stock Exchange. This is a free-float-adjusted market-value-weighted (capped) index composed of 400 constituents selected based on several factors including market capitalization, trading value, operating profits, and ROE.A periodic review is conducted by the Index providers, the JPX Group and Nikkei Inc, in August every year. This review is conducted using the final business day of June as the base date. Quiddity provides quantitative research on pre-event basket strategies surrounding this Index Rebalance event and others. Below is a look at potential Inclusions and Removals for the JPX-Nikkei 400 Rebalance to come in August 2022 based on trading data as of end-October 2021.

JPX-Nikkei 400 Rebalance 2022: Leader Board End-Oct 2021

Global Special Situations & Strategy, SR Services Ltd

David Lepper

Global Special Situations & Strategy

SR Services Ltd

SR Services provides Strategic Knowledge and Solutions services for Family Offices and Corporate Business. 

We deliver this via advisory services, strategic planning, opportunity analysis/sourcing, as well as solution implementation. 

Whilst, we create intellectual discipline and operational leverage for your projects or daily activities, our ultimate objective is to empower whilst enhancing your decision making. 

Strategic Knowledge and Solutions

Cross Asset Strategy

<p>Growth as a style has been the “norm” for years, is the “norm” about to end? The continued strategies by Central Bank’s towards a “<em>lower for longer stance around interest rates</em>”, extended the underperformance of value for most of 2020. However, with the value/growth investment style ratio at 20-year lows, we present 27 names which hold characteristics worthy of further review. </p>

Growth as a style has been the “norm” for years, is the “norm” about to end? The continued strategies by Central Bank’s towards a “lower for longer stance around interest rates”, extended the underperformance of value for most of 2020. However, with the value/growth investment style ratio at 20-year lows, we present 27 names which hold characteristics worthy of further review. 

Screening the Silk Road: Q1 2021 All Cap Screening - Free Cashflow (FCF)

'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

'Quantamental' Japan Specialist

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.

Thematic (Sector/Industry)

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/143/496/original/2020-06-30_14-16-44.png?1593494217" class="editor-image img-responsive" data-smartkarma-image-id="143496"></figure>
<div class="content-caption">Source • Japan Analytics</div>
<p><strong>THE CASH CONVERSION CYCLE</strong> - Net Working Capital is a measure of how efficiently a company manages its short-term assets and liabilities to generate cash and is also known as the Cash Conversion Cycle. In practice, Net Working Capital is scaled by the number of days of Revenue or Cost of Goods Sold that are 'tied' up in three components - Receivables, Inventory, and Payables.</p>
<p><strong>Net Working Capital Days</strong> varies by industry and the lower the number, the better. Amounts over 210 days are excessive, and a sign of business stress.  Net Working Capital is defined as:-</p>
<ul>
<li>
<strong>+ Receivables/Revenue </strong>- the average number of days required to collect on sales. Businesses usually extend a degree of credit to non-cash customers.  Receivables Days over 100 are excessive.</li>
<li>
<strong>+ Inventory/Cost of Goods Sold -</strong> the average number of days it takes to sell out of Inventory. Amounts vary widely by industry but days over 210 are excessive.</li>
<li>- <strong>Payables/Cost of Goods Sold -</strong>the average number of days the company takes to settle transactions with suppliers. By extending nominally interest-free credit, suppliers provide operating leverage to a business. A larger negative number is better, but days less than -100 are excessive.</li>
</ul>
<p>The relationship between Receivables and Payables should also be considered particularly where the company is giving more generous credit terms to its customers than it receives from its suppliers. The Cash Conversion Cycle for the aggregate of all non-financial currently-listed Japanese companies has averaged 77 days over the last thirty years. However, over the previous twelve months., a fourteen-day rise in Inventory Days during the last four years has pushed Net Working Capital Days to 93.</p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/143/529/original/2020-06-30_15-09-41.png?1593497395" class="editor-image img-responsive" data-smartkarma-image-id="143529"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/143/530/original/2020-06-30_15-10-32.png?1593497471" class="editor-image img-responsive" data-smartkarma-image-id="143530"></figure>
<div class="content-caption">Source • Japan Analytics</div>
<div class="content-caption"></div>
<p><strong>NET WORKING CAPITAL DAYS AS A STRESS TEST</strong> - The correlation between Net Working Capital Days and relative performance varies by company and by Sectors. The examples above show how signals can be heeded -  <a href="https://www.smartkarma.com/entities/nikon-corp" target="_blank" data-smartkarma-citation="entities:7117:1" rel="noopener">Nikon (7731 JP)</a>, or ignored - <a href="https://www.smartkarma.com/entities/smc-corp" target="_blank" data-smartkarma-citation="entities:20866:1" rel="noopener">SMC (6273 JP)</a> since 2018. (For more on SMC working capital issues, please see my colleague <a href="https://www.smartkarma.com/profiles/scott-foster" target="_blank" data-smartkarma-citation="accounts:1134" rel="noopener">Scott Foster</a>'s Insight of last year - <a href="https://www.smartkarma.com/insights/smc-6273-jp-getting-in-line-with-reality" target="_blank" data-smartkarma-citation="insights:30081" rel="noopener">SMC (6273 JP): Getting in Line with Reality</a>).   </p>
<p>For this Insight, we have limited our review to larger capitalisation manufacturing companies. In the<strong> DETAIL</strong> section below, we shall cover the outliers at both ends of <strong>Receivables Days</strong>, <strong>Inventory Days</strong>, <strong>Payables Days</strong>, and finally <strong>Net Working Capital Days</strong>.</p>


Source • Japan Analytics
THE CASH CONVERSION CYCLE - Net Working Capital is a measure of how efficiently a company manages its short-term assets and liabilities to generate cash and is also known as the Cash Conversion Cycle. In practice, Net Working Capital is scaled by the number of days of Revenue or Cost of Goods Sold that are 'tied' up in three components - Receivables, Inventory, and Payables.
Net Working Capital Days varies by industry and the lower the number, the better. Amounts over 210 days are excessive, and a sign of business stress.  Net Working Capital is defined as:-


+ Receivables/Revenue - the average number of days required to collect on sales. Businesses usually extend a degree of credit to non-cash customers.  Receivables Days over 100 are excessive.

+ Inventory/Cost of Goods Sold - the average number of days it takes to sell out of Inventory. Amounts vary widely by industry but days over 210 are excessive.
- Payables/Cost of Goods Sold -the average number of days the company takes to settle transactions with suppliers. By extending nominally interest-free credit, suppliers provide operating leverage to a business. A larger negative number is better, but days less than -100 are excessive.

The relationship between Receivables and Payables should also be considered particularly where the company is giving more generous credit terms to its customers than it receives from its suppliers. The Cash Conversion Cycle for the aggregate of all non-financial currently-listed Japanese companies has averaged 77 days over the last thirty years. However, over the previous twelve months., a fourteen-day rise in Inventory Days during the last four years has pushed Net Working Capital Days to 93.


Source • Japan Analytics

NET WORKING CAPITAL DAYS AS A STRESS TEST - The correlation between Net Working Capital Days and relative performance varies by company and by Sectors. The examples above show how signals can be heeded -  Nikon (7731 JP), or ignored - SMC (6273 JP) since 2018. (For more on SMC working capital issues, please see my colleague Scott Foster's Insight of last year - SMC (6273 JP): Getting in Line with Reality).   
For this Insight, we have limited our review to larger capitalisation manufacturing companies. In the DETAIL section below, we shall cover the outliers at both ends of Receivables Days, Inventory Days, Payables Days, and finally Net Working Capital Days.

🇯🇵 JAPAN • Stress Tests Part 5: Net Working Capital Outliers

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><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

Director, Pearl Hill Advisors

Nicholas Tanner

Director

Pearl Hill Advisors

Equity Bottom-Up

<p>Given the slowdown in Apple orders, which are only part of the story here, the shares have been a dreadful performer. They have underperformed TOPIX by 40% over the last 12 months and are 40% off their July 2018 high. They now trade on 11x this year’s numbers (and yield 2.7%), which we believe to be conservative. With the roll out of 5G orders next year will surely be up as well. We would buy at current levels.</p>

Given the slowdown in Apple orders, which are only part of the story here, the shares have been a dreadful performer. They have underperformed TOPIX by 40% over the last 12 months and are 40% off their July 2018 high. They now trade on 11x this year’s numbers (and yield 2.7%), which we believe to be conservative. With the roll out of 5G orders next year will surely be up as well. We would buy at current levels.

Optorun (6235) Orders Bottoming and 5G Will Benefit the Company Considerably. BUY

Japan

OPTORUN Co., Ltd. manufactures industrial machinery equipment. The Company produces metal cutting machine tools, vacuum film forming equipment, and other equipment. OPTORUN also operates import and export businesses.

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Optorun Co Ltd (6235 JP)

JPX-Nikkei 400 Rebalance 2022: Leader Board End-Oct 2021

In this insight, we take a look at the potential Inclusions and Removals for the JPX-Nikkei 400 Rebalance to come in August 2022 based on trading...

Janaghan Jeyakumar, CFA

Screening the Silk Road: Q1 2021 All Cap Screening - Free Cashflow (FCF)

With the value/growth investment style ratio at 20-year lows, we present 27 names which hold characteristics worthy of further review.

David Lepper

🇯🇵 JAPAN • Stress Tests Part 5: Net Working Capital Outliers

THE CASH CONVERSION CYCLE - Net Working Capital is a measure of how efficiently a company manages its short-term assets and liabilities to...

Campbell Gunn

🇯🇵 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

Optorun (6235) Orders Bottoming and 5G Will Benefit the Company Considerably. BUY

Given the slowdown in Apple orders, which are only part of the story here, the shares have been a dreadful performer. They have underperformed...

Pearl Hill Advisors

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