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>
Highlight: Two pair trade opportunities in the Indian financial sector persist, with price ratios exceeding two standard deviations from their historical means.</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.

Highlight: Two pair trade opportunities in the Indian financial sector persist, with price ratios exceeding two standard deviations from their historical means.

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 Roundup: Performance Recap of Financial Pair Trades

ICICI Lombard General Insurance / Equity Bottom-Up

ICICI Lombard General Insurance (ICICIGI IN)

<ul>
<li>
Context: This article provides an update on a previously identified pair trading opportunity between <a href="https://www.smartkarma.com/entities/icici-lombard-general-insura" target="_blank" data-smartkarma-citation="entities:25882:1" rel="noopener">ICICI Lombard (ICICIGI IN)</a> and <a href="https://www.smartkarma.com/entities/sbi-life-insurance-co-ltd" target="_blank" data-smartkarma-citation="entities:25899:1" rel="noopener">SBI Life (SBILIFE IN)</a>, based on statistical mean reversion analysis.</li>
<li>
Key Insights: The trade has now reached its exit signal as the price ratio reverted to its one-standard deviation band, yielding a +9% return.</li>
<li>
Why Read It: For investors interested in quantitative trading strategies, this article demonstrates how statistical arbitrage can generate short-term alpha and highlights actionable similar opportunities in the current market.</li>
</ul>



Context: This article provides an update on a previously identified pair trading opportunity between ICICI Lombard (ICICIGI IN) and SBI Life (SBILIFE IN), based on statistical mean reversion analysis.

Key Insights: The trade has now reached its exit signal as the price ratio reverted to its one-standard deviation band, yielding a +9% return.

Why Read It: For investors interested in quantitative trading strategies, this article demonstrates how statistical arbitrage can generate short-term alpha and highlights actionable similar opportunities in the current market.


ICICI Lombard (ICICIGI IN) Vs. SBI Life (SBILIFE IN): Mean Reversion Delivers Gains, Trade Exit

Index Rebal/Special Situations, Quiddity Advisors

Janaghan Jeyakumar, CFA

Index Rebal/Special Situations

Quiddity Advisors

Pan-Asia Catalysts/Events

Index Rebalance

<ul>
<li>In this insight, we take a look at the Potential ADDs/DELs for the BSE SENSEX, BSE 100, and BSE 200 indices in the June 2025 index rebal event.</li>
<li>As things stand, there could be two index changes for the SENSEX index.</li>
<li>There could be three ADDs/DELs for the BSE 100 index and eight ADDs/DELs for the BSE 200 index.</li>
</ul>


In this insight, we take a look at the Potential ADDs/DELs for the BSE SENSEX, BSE 100, and BSE 200 indices in the June 2025 index rebal event.
As things stand, there could be two index changes for the SENSEX index.
There could be three ADDs/DELs for the BSE 100 index and eight ADDs/DELs for the BSE 200 index.


Quiddity Leaderboard BSE/​​​​SENSEX Jun25: Pair Trade Delivers Strong Alpha; More Pair Trade Ideas

<ul>
<li>In this insight, we take a look at the Potential ADDs/DELs for the BSE SENSEX, BSE 100, and BSE 200 Indices in the June 2025 index rebal event.</li>
<li>As things stand, there could be two index changes for the SENSEX index.</li>
<li>There could be two ADDs/DELs for the BSE 100 index and eight ADDs/DELs for the BSE 200 index.</li>
</ul>


In this insight, we take a look at the Potential ADDs/DELs for the BSE SENSEX, BSE 100, and BSE 200 Indices in the June 2025 index rebal event.
As things stand, there could be two index changes for the SENSEX index.
There could be two ADDs/DELs for the BSE 100 index and eight ADDs/DELs for the BSE 200 index.


Quiddity Leaderboard BSE/​​​​SENSEX Jun25: Some Names Are Still Close to the Border

Equity L/S Analyst | Forensic Accounting | India, Yellowstone Equity

Ankit Agrawal, CFA

Equity L/S Analyst | Forensic Accounting | India

Creating Wealth through Alpha and Compounding

Yellowstone Equity

Providing unbiased and independent research on Indian equities to global institutions and individual investors


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Regulatory Disclosure: 
Note that Ankit Agrawal (Proprietor of Yellowstone Equity) is a SEBI registered Research Analyst (Registration No.: INH000007216). Registration granted by SEBI and certification from NISM in no way guarantee performance of the intermediary or provide any assurance of returns to investors. Investment in securities market are subject to market risks. Read all the related documents carefully before investing.

Research Analyst Contact Details:
Address: A-412, Shilp Aaron, Sindhu Bhavan Road, Ahmedabad, Gujarat - 380059
Email: services@yellowstoneequity.com
Mobile: +91-7575817289

Compliance/Grievance Officer:
Name: Ankit Agrawal
Email: services@yellowstoneequity.com
Mobile: +91-7575817289
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<ul>
<li>LICHF reported PAT growth of 23% YoY in Q3FY25 led by benign credit cost. Credit cost was negative (-44cr) in Q3FY25 vs INR 435cr (0.2%+ of AUM) in Q3FY24.</li>
<li>Stage 1 assets improved to 93.25% of AUM vs 93.09% QoQ. NIM continues to be stable at around 2.7%, similar to last quarter, making the earnings predictable now. </li>
<li>Led by low credit cost, LICHF is on track to achieve FY25 PAT as per our estimate of INR 5400cr+. This implies LICHF is currently trading at below 6x P/E.</li>
</ul>


LICHF reported PAT growth of 23% YoY in Q3FY25 led by benign credit cost. Credit cost was negative (-44cr) in Q3FY25 vs INR 435cr (0.2%+ of AUM) in Q3FY24.
Stage 1 assets improved to 93.25% of AUM vs 93.09% QoQ. NIM continues to be stable at around 2.7%, similar to last quarter, making the earnings predictable now. 
Led by low credit cost, LICHF is on track to achieve FY25 PAT as per our estimate of INR 5400cr+. This implies LICHF is currently trading at below 6x P/E.


LICHF: Benign Credit Cost Led to Strong Q3FY25

India

LIC Housing Finance is a major Indian housing finance company that provides long-term financing for the purchase, construction, repair, and renovation of residential properties for individuals and corporate entities. The company offers a diverse product portfolio including home loans, plot loans, home improvement loans, and loans against property. It was founded in 1989 and is headquartered in Mumbai, India.

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LIC Housing Finance (LICHF IN)

Relative Value Roundup: Performance Recap of Financial Pair Trades

A collection of relative value opportunities uncovered by a mean-reversion methodology, offering unique insights for potential gains in the Indian...

Gaudenz Schneider

ICICI Lombard (ICICIGI IN) Vs. SBI Life (SBILIFE IN): Mean Reversion Delivers Gains, Trade Exit

Update on the pair trading opportunity between ICICI Lombard and SBI Life shows the trade has reached its exit signal with a profit, highlighting...

Gaudenz Schneider

Quiddity Leaderboard BSE/SENSEX Jun25: Pair Trade Delivers Strong Alpha; More Pair Trade Ideas

The reference period for selection ranks ended on 30th April 2025. The only change in expectations since this insight is that we no longer see...

Janaghan Jeyakumar, CFA

Quiddity Leaderboard BSE/SENSEX Jun25: Some Names Are Still Close to the Border

We expect ~US$560mn one-way flows collectively for Sensex, BSE 100, and BSE 200. Although there is only one month left in the reference period, the...

Janaghan Jeyakumar, CFA

LICHF: Benign Credit Cost Led to Strong Q3FY25

LICHF is attractively valued at below 6x P/E on a base of FY25E PAT of INR 5400cr+. At current valuation, an investment in LICHF has potential to...

Ankit Agrawal, CFA

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Relative Value Roundup: Performance Recap of Financial Pair Trades

A collection of relative value opportunities uncovered by a mean-reversion methodology, offering unique insights for potential gains in the Indian...

Gaudenz Schneider

ICICI Lombard (ICICIGI IN) Vs. SBI Life (SBILIFE IN): Mean Reversion Delivers Gains, Trade Exit

Update on the pair trading opportunity between ICICI Lombard and SBI Life shows the trade has reached its exit signal with a profit, highlighting...

Gaudenz Schneider

Quiddity Leaderboard BSE/​​​​SENSEX Jun25: Pair Trade Delivers Strong Alpha; More Pair Trade Ideas

The reference period for selection ranks ended on 30th April 2025. The only change in expectations since this insight is that we no longer see...

Janaghan Jeyakumar, CFA

Quiddity Leaderboard BSE/​​​​SENSEX Jun25: Some Names Are Still Close to the Border

We expect ~US$560mn one-way flows collectively for Sensex, BSE 100, and BSE 200. Although there is only one month left in the reference period, the...

Janaghan Jeyakumar, CFA

LICHF: Benign Credit Cost Led to Strong Q3FY25

LICHF is attractively valued at below 6x P/E on a base of FY25E PAT of INR 5400cr+. At current valuation, an investment in LICHF has potential to...

Ankit Agrawal, CFA

Quiddity Leaderboard BSE/SENSEX Jun25: Pair Trade Delivers Strong Alpha; More Pair Trade Ideas

Quiddity Leaderboard BSE/SENSEX Jun25: Some Names Are Still Close to the Border