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: In India, currently three pair trade opportunities persist across one sector.</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: In India, currently three pair trade opportunities persist across one sector.

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.


India: Relative Value Opportunities and Pair Trades (4 Aug 2026)

Asia Pac ECM and Index Rebal, Shenton Research

Ke Yan, CFA, FRM

Asia Pac ECM and Index Rebal

Asia Pac IPO & Placement Research, China Biotech

Shenton Research

Shenton Research is an independent Asia Pacific equity specialist. Our quantitative research covers index rebalancing flows, alongside exchange data analytics accross Asia Pacific. On the equity capital markets side, we focus on Asia Pacific ECM, especially biotech and TMT. Our lead analyst is frequently cited by international media.

Quantitative Analysis

<ul>
<li>We analysed the earning revision of component stocks of MS-India in the past month.</li>
<li>We tabulated stocks with the top impact on index's EPS, stocks' EPS revision, and revenue revision.</li>
<li>We highlighted EPS revision on ICICI Bank, Vedanta, Mahindra &amp; Mahindra, HDFC Bank, Hindustan Petroleum, Dr. Reddy's Laboratories, Jindal Steel &amp; Power.</li>
</ul>


We analysed the earning revision of component stocks of MS-India in the past month.
We tabulated stocks with the top impact on index's EPS, stocks' EPS revision, and revenue revision.
We highlighted EPS revision on ICICI Bank, Vedanta, Mahindra &amp; Mahindra, HDFC Bank, Hindustan Petroleum, Dr. Reddy's Laboratories, Jindal Steel &amp; Power.


MS-India Index Earning Revision (Jul): ICICI Bank, Vedanta, Mahindra & Mahindra, HDFC Bank

ICICI Lombard General Insurance / Equity Bottom-Up

ICICI Lombard General Insurance (ICICIGI 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 nine pair trade opportunities persist across five markets and four 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 nine pair trade opportunities persist across five markets and four 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 (3 Aug 2026)

Technical Analyst, Vermilion Research

Joe Jasper

Technical Analyst

Technical and Quantitative Research

Vermilion Research

Vermilion’s objective is to deliver timely, actionable, and unique technical research to professional investors through the application of our various technical indicators.

Our research strategists seek to highlight securities which we believe are at major inflection points, based on our various technical and quantitative indicators, and offer asymmetric risk/return profiles. Our unique research methodology, centered on relative strength, enables our strategists to deliver superior investment recommendations.

Our process begins by organizing the universe of actively traded stocks into discrete sectors, then into industry groups. We then apply our technical and quantitative tools to identify developing price trends. Once attractive trends are identified within a selected sector or group, we screen for individual stocks which we believe offer the best risk/reward profile. We provide a historical perspective that often reveals, through our long-term charts, how price patterns often repeat themselves over time.

Technical Analysis

S&P BSE SENSEX Index / Technical Analysis

S&P BSE SENSEX Index (SENSEX INDEX EQUITY)

<ul>
<li>Many major indexes are still testing (and holding above) critical supports. This includes MSCI ACWI (ACWI-US), TOPIX/TOPIX Small/Nikkei 225, EURO STOXX 50, STOXX Europe 600, and the DAX</li>
<li>Our overall outlook remains neutral, and we continue to see many attractive buying opportunities, especially out of Japan, India, and a new one -- Brazil.</li>
<li>Buy ideas focus on the Consumer Discretionary and Financials Sectors, with the vast majority of stock recommendations from Japan, India, and Brazil</li>
</ul>


Many major indexes are still testing (and holding above) critical supports. This includes MSCI ACWI (ACWI-US), TOPIX/TOPIX Small/Nikkei 225, EURO STOXX 50, STOXX Europe 600, and the DAX
Our overall outlook remains neutral, and we continue to see many attractive buying opportunities, especially out of Japan, India, and a new one -- Brazil.
Buy ideas focus on the Consumer Discretionary and Financials Sectors, with the vast majority of stock recommendations from Japan, India, and Brazil


Europe, Japan, $ACWI Testing Critical Supports; Rising DXY, Global Sovereign Yields a Major Headwind

<ul>
<li>The lows have likely been established for this correction, but a bottoming process would likely take weeks or potentially months and could come with more tests of the lows.</li>
<li>Japan's TOPIX and Nikkei 225 are each testing their respective downtrends. The EURO STOXX 50 is testing resistance in the 4040-4090 range. Germany's DAX is testing major resistance at 14,815-14,950.</li>
<li>It is likely that this initial 2-3 week bounce has run its course; stick with cyclical value and defensives, areas we have been focused on for most of 2022.</li>
</ul>


The lows have likely been established for this correction, but a bottoming process would likely take weeks or potentially months and could come with more tests of the lows.
Japan's TOPIX and Nikkei 225 are each testing their respective downtrends. The EURO STOXX 50 is testing resistance in the 4040-4090 range. Germany's DAX is testing major resistance at 14,815-14,950.
It is likely that this initial 2-3 week bounce has run its course; stick with cyclical value and defensives, areas we have been focused on for most of 2022.


Sticking With Cyclical Value and Defensives; Adding Large-Cap Japan Technology

India

Bank of Baroda owns and operates commercial banks in India.  The Group's banks provide the traditional forms of banking services, including CD's, Credit Card services and a variety of car loans, in addition to gold banking and a range of insurance services.  The Group also owns IBU International Finance Limited, an international banking company in Hong Kong.

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Bank Of Baroda (BOB IN)

India: Relative Value Opportunities and Pair Trades (4 Aug 2026)

Discover three pair trade opportunities across one sector using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

MS-India Index Earning Revision (Jul): ICICI Bank, Vedanta, Mahindra & Mahindra, HDFC Bank

We analyzed MS-India's consensus for Jul 2026 and highlighted changes of EPS in ICICI Bank (ICICIBC IN), Vedanta (VEDL IN), Mahindra & Mahindra (MM...

Ke Yan, CFA, FRM

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (3 Aug 2026)

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

Gaudenz Schneider

Europe, Japan, $ACWI Testing Critical Supports; Rising DXY, Global Sovereign Yields a Major Headwind

Europe $STOXX 50, Japan $TOPIX $Nikkei 225, $ACWI Testing Critical Supports; Rising $DXY, Global Sovereign Yields Remain Major Headwinds for global...

Vermilion Research

Sticking With Cyclical Value and Defensives; Adding Large-Cap Japan Technology

Sticking With Cyclical Value & Defensives; Adding Large-Cap Japan Technology. 2-3 week bounce has likely run its course with $TOPIX $Nikkei 225,...

Vermilion Research

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

India: Relative Value Opportunities and Pair Trades (4 Aug 2026)

​Discover three pair trade opportunities across one sector using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

MS-India Index Earning Revision (Jul): ICICI Bank, Vedanta, Mahindra & Mahindra, HDFC Bank

We analyzed MS-India's consensus for Jul 2026 and highlighted changes of EPS in ICICI Bank (ICICIBC IN), Vedanta (VEDL IN), Mahindra & Mahindra (MM...

Ke Yan, CFA, FRM

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (3 Aug 2026)

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

Gaudenz Schneider

Europe, Japan, $ACWI Testing Critical Supports; Rising DXY, Global Sovereign Yields a Major Headwind

Europe $STOXX 50, Japan $TOPIX $Nikkei 225, $ACWI Testing Critical Supports; Rising $DXY, Global Sovereign Yields Remain Major Headwinds for global...

Vermilion Research

Sticking With Cyclical Value and Defensives; Adding Large-Cap Japan Technology

Sticking With Cyclical Value & Defensives; Adding Large-Cap Japan Technology. 2-3 week bounce has likely run its course with $TOPIX $Nikkei 225,...

Vermilion Research

Discover three pair trade opportunities across one sector using statistical mean-reversion methodology for actionable insights.

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