Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>
Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.</li>
<li>
Highlights: Currently 19 pair trade opportunities persist across four markets and eight sectors.
</li>
<li>
Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.</li>
</ul>



Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.

Highlights: Currently 19 pair trade opportunities persist across four markets and eight sectors.


Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.


Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (1 June 2026)

Asia consumer research, Investory

Shilpa Krishnan

Asia consumer research

ASIA CONSUMER: INSIGHTS AND INVESTMENT IDEAS

Investory

Investory is a Singapore-based boutique independent equity research firm founded in January 2017 with a primary focus on consumption themes across Asia-Pacific.

We aim to generate investible ideas based on consumption trends and outlook. We screen our ideas on several parameters - product potential, long-term growth and management commitment being the most critical.  We follow a fundamental analysis approach in our stock selection process and are not restricted by market cap.

We aspire to grow into a leading source of unbiased research, free of conflict of interest, for investors yearning for independent and disciplined analysis. 

We also undertake bespoke research mandates to support our Institutional clients’ investment needs.

Our team comprises of professionals with extensive experience in the Asian equity markets, in areas ranging from research, servicing institutional clients and investment management.

Thematic (Sector/Industry)

Contrary to the perception that the rising adoption of socially responsible investment practices has caused Big Tobacco to be shunned by portfolio managers, our shareholding analysis shows that institutional holding in most of these ‘sin’ stocks has increased in the last 4 and 8 quarters.
Nevertheless, Big Tobacco suffered a pounding in 2018. Investors had bought into tobacco premising reduced risk products (Eg: e-cigarettes, Heat Not Burn products) would reduce regulatory risk and reverse decades of sales decline. As it turned out, regulators frowned at the popularity of vaping amongst teens in the US, calling out companies for baiting youngsters into long-term smoking habits. Regulators also told off companies for marketing e-cigarettes and HNBs as healthier options, as tobacco still kills.
Ethical portfolios with negative screens (for example, ones that will not invest in tobacco stocks) have underperformed in the long-term past. There is a growing tribe of funds committed to responsible investing with positive ESG screens. For such funds, we present in this insight a framework for analyzing the sector from an ESG perspective. A deep dive into <a href="https://www.smartkarma.com/entities/327" target="_blank" data-smartkarma-citation="entities:327:1">ITC Ltd (ITC IN)</a>, the only cigarette major to turn in a positive performance this year, vindicates, in our view, its efforts to materially de-risk its asset and revenue profile, coupled with very high levels of commitment towards community development.

Contrary to the perception that the rising adoption of socially responsible investment practices has caused Big Tobacco to be shunned by portfolio managers, our shareholding analysis shows that institutional holding in most of these ‘sin’ stocks has increased in the last 4 and 8 quarters.
Nevertheless, Big Tobacco suffered a pounding in 2018. Investors had bought into tobacco premising reduced risk products (Eg: e-cigarettes, Heat Not Burn products) would reduce regulatory risk and reverse decades of sales decline. As it turned out, regulators frowned at the popularity of vaping amongst teens in the US, calling out companies for baiting youngsters into long-term smoking habits. Regulators also told off companies for marketing e-cigarettes and HNBs as healthier options, as tobacco still kills.
Ethical portfolios with negative screens (for example, ones that will not invest in tobacco stocks) have underperformed in the long-term past. There is a growing tribe of funds committed to responsible investing with positive ESG screens. For such funds, we present in this insight a framework for analyzing the sector from an ESG perspective. A deep dive into ITC Ltd (ITC IN), the only cigarette major to turn in a positive performance this year, vindicates, in our view, its efforts to materially de-risk its asset and revenue profile, coupled with very high levels of commitment towards community development.

Tobacco: A Framework for Analyzing the Sin Sector from an ESG Perspective, with a Focus on ITC

Macro & Asian equity Technical Strategies, BBSP Asia

Federico D'Inca

Macro & Asian equity Technical Strategies

BBSP Asia

Technical Analysis

THE MAIN IDEA (Relative Value Approach in USD Terms) Long Term Allocation (Strategic view) Relative Value vs MXAP in USD terms ⦁ SOUTH KOREA: Strategic downgrade on Kospi from overweight to neutral ( Note that Kospi has broken key support at 270 as well.) ⦁ JAPAN: Nikkei 225 long term outperformance in progress. ⦁ HONG KONG: HSI strategic view remains "Neutral" due to mixed elements. ⦁ CHINA: HSCEI strategic view remains "Neutral", awaiting elements/signals. ⦁ AUSTRALIA: ASX 200 outperformance still valid. ⦁ TAIWAN: TWSE/MXAP in sideways/range. Neutral at the moment. ⦁ INDIA: NIFTY/MXAP shows mixed elements. Neutral India for now. Mid Term Country Allocation (Tactical view) Relative Value vs MXAP in USD terms ⦁ Downgrade Korea (KOSPI 200), Taiwan (TWSE) from “Hold” to “Decrease Exposure” as respective Ratios vs MXAP are below tactical resistances. ⦁ Maintain “Increase Exposure” for Japan (Nikkei), Australia (ASX) and still a “Hold” for Hong Kong (HSI), China (HSCEI) and India (Nifty).

THE MAIN IDEA (Relative Value Approach in USD Terms) Long Term Allocation (Strategic view) Relative Value vs MXAP in USD terms ⦁ SOUTH KOREA: Strategic downgrade on Kospi from overweight to neutral ( Note that Kospi has broken key support at 270 as well.) ⦁ JAPAN: Nikkei 225 long term outperformance in progress. ⦁ HONG KONG: HSI strategic view remains "Neutral" due to mixed elements. ⦁ CHINA: HSCEI strategic view remains "Neutral", awaiting elements/signals. ⦁ AUSTRALIA: ASX 200 outperformance still valid. ⦁ TAIWAN: TWSE/MXAP in sideways/range. Neutral at the moment. ⦁ INDIA: NIFTY/MXAP shows mixed elements. Neutral India for now. Mid Term Country Allocation (Tactical view) Relative Value vs MXAP in USD terms ⦁ Downgrade Korea (KOSPI 200), Taiwan (TWSE) from “Hold” to “Decrease Exposure” as respective Ratios vs MXAP are below tactical resistances. ⦁ Maintain “Increase Exposure” for Japan (Nikkei), Australia (ASX) and still a “Hold” for Hong Kong (HSI), China (HSCEI) and India (Nifty).

ICICI Prudential Life Insurance / Equity Bottom-Up

ICICI Prudential Life Insurance (IPRU IN)

<ul>
<li>
Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.</li>
<li>
Highlights: Currently 18 pair trade opportunities persist across four markets and seven sectors.
</li>
<li>
Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.</li>
</ul>



Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.

Highlights: Currently 18 pair trade opportunities persist across four markets and seven sectors.


Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.


Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (25 May 2026)

'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. 

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/061/034/original/2018-08-16_19-07-34.png?1534672507" class="editor-image img-responsive" data-smartkarma-image-id="61034"></figure><div class="content-caption">Source: Japan Analytics</div>A GOOD QUARTER - The Composite Results Score has now declined for seven months in a row and is implying a slowing of the upward momentum in earnings.  However, the score has only declined by 31 basis points since last quarter showing a degree of 'stability' seen only in 2011 in recent years.  The aggregate Forecast/Revision score has also continued to decline and is now lower for the fourth straight month. As would be expected, this score is a reliable leading indicator for the Results Score and suggests further weakening in the rate of earnings growth in the months ahead.  Neither score is, as yet, suggesting a decline in earnings before the end of the fiscal year.YEN CORRELATION WEAKENING - This quarter's earnings' stability was surprising given the relative strength of the Yen compared to a year ago. In the past and even as recently as 2016, a 5 per cent year-on-year decline has resulted in negative Results Scores. The year-on-year change in now positive so any negative impact will dissipate over the next two quarters.MARKET FOLLOWS MOMENTUM LOWER - The All Market Composite peaked on 23rd January and has since fallen by 11% despite a continuation of the Bank of Japan's ETF purchasing programme. Weakening earnings momentum and the overvaluation of many of the leading stocks, as in our '<a href="https://www.smartkarma.com/insights/japan-most-overbought-most-oversold-the-relative-price-score" target="_blank" data-smartkarma-citation="insights:21149">Nifty 50</a>' portfolio, have been contributing factors. With prospects for a much weaker Yen limited by the current trade negotiations between Japan and the United States, and with global growth slowing, we expect both Results and Revision Scores to trend lower, but to end the fiscal year in positive territory. Historically, the market has not risen during periods when both the Results and Forecast/Revision Scores have been trending down.<div class="content-highlight">MARKET RECOMMENDATION - Within a global portfolio, we would market-weight Japanese equities with a bias towards domestic sectors and not hedge the currency exposure.</div>SECTOR RESULTS SCORES -The good news is that only one sector, (Multi-Industry - 75% of which is <a href="https://www.smartkarma.com/entities/359" target="_blank" data-smartkarma-citation="entities:359:1">Japan Post [6178 JP</a>]) has a negative score - and its score is less negative than last quarter. Both the Media and Consumer Services sectors' scores turned positive and each increased by more than two points.  On the other hand, over half of our 29 sectors saw declining scores, although the number was lower than last quarter.  The top sectors in terms of quarter-on-quarter change were Energy, Consumer Services, Media, Information Technology and Other Commercial Products while the laggards were Non-Bank Finance, Chemicals, Construction, Machinery and Utilities. SECTOR REVISION SCORES - Five sectors have negative Forecast/Revision Scores with Utilities now joining Media, Multi-Industry, Autos and Banks from last quarter. The highest scores are in the Energy, Technology Hardware, Electrical Equipment, Retail and Information Technology sectors. Improvements of greater than one point were seen in Energy, Media and Machinery while Food, Beverages &amp; Tobacco, Chemicals, Utilities, Other Materials and Technology Hardware all lost more than one point. Overall eighteen sectors saw declines.REVISION V. RESULTS SCORES - The difference between the Results and Revision Scores is a good indicator of corporate expectations compared with the trailing-twelve-month reality. In some cases (e.g. Restaurants) the 'optimism' is due to a failure to revise forecasts in the light of weaker results. In others, such as Telecommunications, there is scope for upward revisions in the coming quarters.<div class="content-highlight">
THE OPTIMISTS
Restaurants • Other Materials • Electrical Equipment • Technology Hardware • Retail
THE PESSIMISTS
Banks • Autos • Telecommunications • Utilities • Media • Chemicals
</div>SECTOR PERFORMANCE - Over the last three months, our Japan Market Composite declined by 5.8%. Only four sectors saw an increase in value led by Telecommunications, Energy, Commercial Services and Information Technology. The largest declines were in the Building Materials, Metals, Real Estate Construction and Machinery sectors. Nine sectors are now negative over one year led by Building Materials, Metals and Food, Beverages &amp; Tobacco and only eight are up in double-digits led by Services and Information Technology. For the time being, Domestic Non-Manufacturing sectors 'rules the roost' and Domestic Cyclical sectors have taken over from Global Cyclicals in the 'doghouse'.'.<div class="content-highlight">
SECTOR RECOMMENDATIONS
Our most-preferred sectors are currently Energy, Healthcare, Telecommunications, Other Commercial Products and Information Technology.
Least-preferred sectors are Metals, Chemicals, Machinery, Autos, Construction, Real Estate, Building Materials, Food Beverages &amp; Tobacco and Utilities.
</div>TOP 5 LARGER PEER GROUPS - The top five Peer Groups capitalised at over ¥1 trillion are Machine Tools &amp; Presses, PC &amp; Computer Peripherals, Oil &amp; Gas Refining &amp; Marketing, Telecom Distribution Services and Sporting &amp; Outdoor Goods. The top twenty larger Peer Groups have gained 16% over one year but have declined by 4% on average the last three months.BOTTOM 5 LARGER PEER GROUPS - The bottom five Peer Groups capitalised at over ¥1 trillion are Audio/Visual Content, LCD/LED Materials &amp; Equipment, Electrical Engineering, General Contractors and Real Estate - Leasing. The bottom twenty larger Peer Groups have lost 2% over one year and 9% over the last three months. Only Security Services and Tobacco have risen since May.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/061/038/original/2018-08-19_19-33-03.png?1534674804" class="editor-image img-responsive" data-smartkarma-image-id="61038"></figure>

Source: Japan AnalyticsA GOOD QUARTER - The Composite Results Score has now declined for seven months in a row and is implying a slowing of the upward momentum in earnings.  However, the score has only declined by 31 basis points since last quarter showing a degree of 'stability' seen only in 2011 in recent years.  The aggregate Forecast/Revision score has also continued to decline and is now lower for the fourth straight month. As would be expected, this score is a reliable leading indicator for the Results Score and suggests further weakening in the rate of earnings growth in the months ahead.  Neither score is, as yet, suggesting a decline in earnings before the end of the fiscal year.YEN CORRELATION WEAKENING - This quarter's earnings' stability was surprising given the relative strength of the Yen compared to a year ago. In the past and even as recently as 2016, a 5 per cent year-on-year decline has resulted in negative Results Scores. The year-on-year change in now positive so any negative impact will dissipate over the next two quarters.MARKET FOLLOWS MOMENTUM LOWER - The All Market Composite peaked on 23rd January and has since fallen by 11% despite a continuation of the Bank of Japan's ETF purchasing programme. Weakening earnings momentum and the overvaluation of many of the leading stocks, as in our 'Nifty 50' portfolio, have been contributing factors. With prospects for a much weaker Yen limited by the current trade negotiations between Japan and the United States, and with global growth slowing, we expect both Results and Revision Scores to trend lower, but to end the fiscal year in positive territory. Historically, the market has not risen during periods when both the Results and Forecast/Revision Scores have been trending down.MARKET RECOMMENDATION - Within a global portfolio, we would market-weight Japanese equities with a bias towards domestic sectors and not hedge the currency exposure.SECTOR RESULTS SCORES -The good news is that only one sector, (Multi-Industry - 75% of which is Japan Post [6178 JP]) has a negative score - and its score is less negative than last quarter. Both the Media and Consumer Services sectors' scores turned positive and each increased by more than two points.  On the other hand, over half of our 29 sectors saw declining scores, although the number was lower than last quarter.  The top sectors in terms of quarter-on-quarter change were Energy, Consumer Services, Media, Information Technology and Other Commercial Products while the laggards were Non-Bank Finance, Chemicals, Construction, Machinery and Utilities. SECTOR REVISION SCORES - Five sectors have negative Forecast/Revision Scores with Utilities now joining Media, Multi-Industry, Autos and Banks from last quarter. The highest scores are in the Energy, Technology Hardware, Electrical Equipment, Retail and Information Technology sectors. Improvements of greater than one point were seen in Energy, Media and Machinery while Food, Beverages &amp; Tobacco, Chemicals, Utilities, Other Materials and Technology Hardware all lost more than one point. Overall eighteen sectors saw declines.REVISION V. RESULTS SCORES - The difference between the Results and Revision Scores is a good indicator of corporate expectations compared with the trailing-twelve-month reality. In some cases (e.g. Restaurants) the 'optimism' is due to a failure to revise forecasts in the light of weaker results. In others, such as Telecommunications, there is scope for upward revisions in the coming quarters.
THE OPTIMISTS
Restaurants • Other Materials • Electrical Equipment • Technology Hardware • Retail
THE PESSIMISTS
Banks • Autos • Telecommunications • Utilities • Media • Chemicals
SECTOR PERFORMANCE - Over the last three months, our Japan Market Composite declined by 5.8%. Only four sectors saw an increase in value led by Telecommunications, Energy, Commercial Services and Information Technology. The largest declines were in the Building Materials, Metals, Real Estate Construction and Machinery sectors. Nine sectors are now negative over one year led by Building Materials, Metals and Food, Beverages &amp; Tobacco and only eight are up in double-digits led by Services and Information Technology. For the time being, Domestic Non-Manufacturing sectors 'rules the roost' and Domestic Cyclical sectors have taken over from Global Cyclicals in the 'doghouse'.'.
SECTOR RECOMMENDATIONS
Our most-preferred sectors are currently Energy, Healthcare, Telecommunications, Other Commercial Products and Information Technology.
Least-preferred sectors are Metals, Chemicals, Machinery, Autos, Construction, Real Estate, Building Materials, Food Beverages &amp; Tobacco and Utilities.
TOP 5 LARGER PEER GROUPS - The top five Peer Groups capitalised at over ¥1 trillion are Machine Tools &amp; Presses, PC &amp; Computer Peripherals, Oil &amp; Gas Refining &amp; Marketing, Telecom Distribution Services and Sporting &amp; Outdoor Goods. The top twenty larger Peer Groups have gained 16% over one year but have declined by 4% on average the last three months.BOTTOM 5 LARGER PEER GROUPS - The bottom five Peer Groups capitalised at over ¥1 trillion are Audio/Visual Content, LCD/LED Materials &amp; Equipment, Electrical Engineering, General Contractors and Real Estate - Leasing. The bottom twenty larger Peer Groups have lost 2% over one year and 9% over the last three months. Only Security Services and Tobacco have risen since May.

Japan: Results & Revision Scores Summer 2018 Update - Market Composite, Sectors & Peer Groups

Japan

Japan Tobacco, Inc. operates as an tobacco product company. The Company manufactures, markets and sells cigarettes and other tobacco products internationally. Japan Tobacco is also engaged in pharmaceutical and food businesses.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

Japan Tobacco (2914 JP)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (1 June 2026)

Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Tobacco: A Framework for Analyzing the Sin Sector from an ESG Perspective, with a Focus on ITC

Contrary to the perception that the rising adoption of socially responsible investment practices has caused Big Tobacco to be shunned by portfolio...

Shilpa Krishnan

BBSP Asia Weekly Equity Book

THE MAIN IDEA(Relative Value Approach in USD Terms)Long Term Allocation (Strategic view) Relative Value vs MXAP in USD terms⦁ SOUTH KOREA:...

BBSP Asia

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (25 May 2026)

Discover 18 pair trade opportunities across four markets and seven sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Japan: Results & Revision Scores Summer 2018 Update - Market Composite, Sectors & Peer Groups

A GOOD QUARTER - The Composite Results Score has now declined for seven months in a row and is implying a slowing of the upward momentum in...

Campbell Gunn

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (1 June 2026)

​Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Tobacco: A Framework for Analyzing the Sin Sector from an ESG Perspective, with a Focus on ITC

Contrary to the perception that the rising adoption of socially responsible investment practices has caused Big Tobacco to be shunned by portfolio...

Shilpa Krishnan

BBSP Asia Weekly Equity Book

THE MAIN IDEA(Relative Value Approach in USD Terms)Long Term Allocation (Strategic view) Relative Value vs MXAP in USD terms⦁ SOUTH KOREA:...

BBSP Asia

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (25 May 2026)

​Discover 18 pair trade opportunities across four markets and seven sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Japan: Results & Revision Scores Summer 2018 Update - Market Composite, Sectors & Peer Groups

A GOOD QUARTER - The Composite Results Score has now declined for seven months in a row and is implying a slowing of the upward momentum in...

Campbell Gunn

Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Discover 18 pair trade opportunities across four markets and seven sectors using statistical mean-reversion methodology for actionable insights.