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'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

<div class="content-caption">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/363/original/2019-01-11_14-16-49.png?1547292773" class="editor-image img-responsive" data-smartkarma-image-id="75363"></figure>
<p></p>
Source: Japan Analytics</div>
<p style="text-align: left;"><strong>CURRENCY DRIVER</strong> - The ¥/US$ cross rate has strengthened by 5.3% since the recent US$ peak of ¥114.20 on November 12th 2018, which has led some FX and technical specialists (including <a href="https://www.smartkarma.com/profiles/381" target="_blank" data-smartkarma-citation="accounts:381">Thomas Schroeder </a> <a href="https://www.smartkarma.com/insights/dollar-yen-big-short-phase-ii" target="_blank" data-smartkarma-citation="insights:27163">here</a> on Smartkarma) to call for a more sustained bout of US$ weakness. A period of Yen strength is far from a consensus forecast for most Japanese equity investors, and historically a stronger Yen has resulted in a weaker Japanese equity market. The three Yen 'peaks' highlighted by the vertical lines in the chart above all coincided with medium-term lows in TOPIX.  </p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/287/original/2019-01-11_14-44-07.png?1547185462" class="editor-image img-responsive" data-smartkarma-image-id="75287"></figure>
<div class="content-caption">Source: Japan Analytics</div>
<p><strong>¥ &lt; 100</strong> - If we isolate only the 1,484 days in the last forty years when the USDJPY cross has traded above ¥100, the average TOPIX index is 975, which would imply 36% downside for Japanese equities were the Yen to rise above ¥90. Nevertheless, the three Yen peaks we have isolated have proved to be excellent entry points with the subsequent trough-to-peak performance being 28% in 1995~1996, 108% in 2011~2015 and 48% in 2016~2018. Long-term Japan 'bulls' should welcome the coming US dollar bear market. </p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/313/original/2019-01-12_10-50-14.png?1547257825" class="editor-image img-responsive" data-smartkarma-image-id="75313"></figure>
<div class="content-caption">Source: Japan Analytics</div>
<p><strong>EARNINGS DRIVER</strong> - The USDJPY cross remains an important driver of earnings and earnings momentum in Japan. As measured by our Results and Revision Scores, there is a good correlation between the trends in both scores and the year-on-year change in USDJPY lagged by six months, especially around significant turning points for the cross rate (marked by the vertical lines). The Results and Revision Scores have declined since January 2018 in line with the stronger Yen. A move up to above the ¥90 level would, without doubt, take both scores into negative territory again- the only question being, are we replaying 2009/10 or 2016/17? </p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/319/original/2019-01-12_13-40-19.png?1547268030" class="editor-image img-responsive" data-smartkarma-image-id="75319"></figure>
<div class="content-caption">Source: Japan Analytics</div>
<p><strong>CURRENCY CORRELATIONS</strong> - In the <strong>DETAIL</strong> below, we list the larger capitalisation companies whose share price performance most closely correlated with the dollar-yen cross rate. As a preview, the most correlated larger capitalisation company that has been listed since 2006 is, unsurprisingly, <a href="https://www.smartkarma.com/entities/73" target="_blank" data-smartkarma-citation="entities:73:1">Toyota Motor (7203 JP)</a>.</p>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/075/318/original/2019-01-12_13-15-40.png?1547266553" class="editor-image img-responsive" data-smartkarma-image-id="75318"></figure>
<div class="content-caption">Source: Japan Analytics</div>
<p><strong>THE FOREIGN CURRENCY TRANSLATION ADJUSTMENT </strong>- We also go one step further and use the 'Foreign Currency Translation Adjustment' that forms part of Other Comprehensive Income (which has been disclosed in corporate balance sheets and income statements since 2001 and 2011, respectively) to measure the extent of each company's global business and the embedded currency risk. The correlation of the aggregate FCTA for all non-financial companies is, as would be expected, reasonably tight after adding two-month lag for the reporting cycle. As these amounts are directly deducted from Net Assets for companies adopting JGAAP and from Shareholders' Equity for those companies reporting under SEC or IFRS standards, the impact on valuations cannot be ignored.</p>




Source: Japan Analytics
CURRENCY DRIVER - The ¥/US$ cross rate has strengthened by 5.3% since the recent US$ peak of ¥114.20 on November 12th 2018, which has led some FX and technical specialists (including Thomas Schroeder  here on Smartkarma) to call for a more sustained bout of US$ weakness. A period of Yen strength is far from a consensus forecast for most Japanese equity investors, and historically a stronger Yen has resulted in a weaker Japanese equity market. The three Yen 'peaks' highlighted by the vertical lines in the chart above all coincided with medium-term lows in TOPIX.  

Source: Japan Analytics
¥ &lt; 100 - If we isolate only the 1,484 days in the last forty years when the USDJPY cross has traded above ¥100, the average TOPIX index is 975, which would imply 36% downside for Japanese equities were the Yen to rise above ¥90. Nevertheless, the three Yen peaks we have isolated have proved to be excellent entry points with the subsequent trough-to-peak performance being 28% in 1995~1996, 108% in 2011~2015 and 48% in 2016~2018. Long-term Japan 'bulls' should welcome the coming US dollar bear market. 

Source: Japan Analytics
EARNINGS DRIVER - The USDJPY cross remains an important driver of earnings and earnings momentum in Japan. As measured by our Results and Revision Scores, there is a good correlation between the trends in both scores and the year-on-year change in USDJPY lagged by six months, especially around significant turning points for the cross rate (marked by the vertical lines). The Results and Revision Scores have declined since January 2018 in line with the stronger Yen. A move up to above the ¥90 level would, without doubt, take both scores into negative territory again- the only question being, are we replaying 2009/10 or 2016/17? 

Source: Japan Analytics
CURRENCY CORRELATIONS - In the DETAIL below, we list the larger capitalisation companies whose share price performance most closely correlated with the dollar-yen cross rate. As a preview, the most correlated larger capitalisation company that has been listed since 2006 is, unsurprisingly, Toyota Motor (7203 JP).

Source: Japan Analytics
THE FOREIGN CURRENCY TRANSLATION ADJUSTMENT - We also go one step further and use the 'Foreign Currency Translation Adjustment' that forms part of Other Comprehensive Income (which has been disclosed in corporate balance sheets and income statements since 2001 and 2011, respectively) to measure the extent of each company's global business and the embedded currency risk. The correlation of the aggregate FCTA for all non-financial companies is, as would be expected, reasonably tight after adding two-month lag for the reporting cycle. As these amounts are directly deducted from Net Assets for companies adopting JGAAP and from Shareholders' Equity for those companies reporting under SEC or IFRS standards, the impact on valuations cannot be ignored.

Japan: What to Buy & Sell if the ¥ Rises to 90