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 nine pair trade opportunities across four markets and four sectors persist.</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 across four markets and four sectors persist.

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 (15 Sep)

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/kotak-mahindra-bank-ltd" target="_blank" data-smartkarma-citation="entities:126:1" rel="noopener">Kotak Mahindra Bank (KMB IN)</a> vs. <a href="https://www.smartkarma.com/entities/bajaj-finserv-ltd" target="_blank" data-smartkarma-citation="entities:5669:1" rel="noopener">Bajaj Finserv (BJFIN IN)</a> price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>
Highlights: Going long Kotak Mahindra Bank and short Bajaj Finserv targets a 6% return.</li>
<li>
Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.</li>
</ul>



Context: The Kotak Mahindra Bank (KMB IN) vs. Bajaj Finserv (BJFIN IN) price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long Kotak Mahindra Bank and short Bajaj Finserv targets a 6% return.

Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.


Kotak Mahindra Bank (KMB IN) Vs. Bajaj Finserv (BJFIN IN): Stat-Arb Pair Trade in Indian Financials

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/central-bank-of-india" target="_blank" data-smartkarma-citation="entities:544:1" rel="noopener">Central Bank Of India (CBOI IN)</a> vs. <a href="https://www.smartkarma.com/entities/indian-overseas-bank" target="_blank" data-smartkarma-citation="entities:13838:1" rel="noopener">Indian Overseas Bank (IOB IN)</a> price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>
Highlights: Going long <a href="https://www.smartkarma.com/entities/central-bank-of-india" target="_blank" data-smartkarma-citation="entities:544:1" rel="noopener">Central Bank Of India (CBOI IN)</a> vs. short <a href="https://www.smartkarma.com/entities/indian-overseas-bank" target="_blank" data-smartkarma-citation="entities:13838:1" rel="noopener">Indian Overseas Bank (IOB IN)</a> targets a 5% return to the statistical mean reversion level.</li>
<li>
Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.</li>
</ul>



Context: The Central Bank Of India (CBOI IN) vs. Indian Overseas Bank (IOB IN) price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long Central Bank Of India (CBOI IN) vs. short Indian Overseas Bank (IOB IN) targets a 5% return to the statistical mean reversion level.

Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.


Stat-Arb Pair Trade: Long Central Bank Of India (CBOI IN) Vs. Short Indian Overseas Bank (IOB IN)

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/kotak-mahindra-bank-ltd" target="_blank" data-smartkarma-citation="entities:126:1" rel="noopener">Kotak Mahindra Bank (KMB IN)</a> vs. <a href="https://www.smartkarma.com/entities/bajaj-finance-ltd" target="_blank" data-smartkarma-citation="entities:8950:1" rel="noopener">Bajaj Finance (BAF IN)</a> price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>
Highlights: Going long <a href="https://www.smartkarma.com/entities/kotak-mahindra-bank-ltd" target="_blank" data-smartkarma-citation="entities:126:1" rel="noopener">Kotak Mahindra Bank (KMB IN)</a> and short <a href="https://www.smartkarma.com/entities/bajaj-finance-ltd" target="_blank" data-smartkarma-citation="entities:8950:1" rel="noopener">Bajaj Finance (BAF IN)</a> targets a 9% return, with the long position supported by cheaper valuations.</li>
<li>
Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.</li>
</ul>



Context: The Kotak Mahindra Bank (KMB IN) vs. Bajaj Finance (BAF IN) price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long Kotak Mahindra Bank (KMB IN) and short Bajaj Finance (BAF IN) targets a 9% return, with the long position supported by cheaper valuations.

Why Read: Essential for quantitative traders seeking mean-reversion opportunities, with detailed execution framework, risk management protocols, and historical simulation showing the statistical basis for this relative value play.


Long Kotak Mahindra (KMB IN) Vs. Short Bajaj Finance (BAF IN): Statistical Arbitrage in Indian Banks

Equity Derivatives

<ul>
<li>September brings heavy index rebalancing activity. <a href="https://www.smartkarma.com/entities/pop-mart-international-group-l" target="_blank" data-smartkarma-citation="entities:29016:1" rel="noopener">Pop Mart (9992 HK)</a> will join both the <a href="https://www.smartkarma.com/entities/hong-kong-hang-seng-index" target="_blank" data-smartkarma-citation="entities:22899:1" rel="noopener">Hang Seng Index (HSI INDEX)</a> and the <a href="https://www.smartkarma.com/entities/hang-seng-china-enterprises-index" target="_blank" data-smartkarma-citation="entities:22900:1" rel="noopener">Hang Seng China Enterprises Index (HSCEI INDEX)</a>.</li>
<li>
The Fed is widely expected to cut rates and Asia-Pac peers (BoJ, RBA, RBI) are also meeting.</li>
<li>
Why Read: Plan ahead and take into account known market events when making investment and trading decision.</li>
</ul>


September brings heavy index rebalancing activity. Pop Mart (9992 HK) will join both the Hang Seng Index (HSI INDEX) and the Hang Seng China Enterprises Index (HSCEI INDEX).

The Fed is widely expected to cut rates and Asia-Pac peers (BoJ, RBA, RBI) are also meeting.

Why Read: Plan ahead and take into account known market events when making investment and trading decision.


Index Changes and Rate Cuts: Key Events in September 2025

India

Nifty Bank Index is a free-float capitalization-weighted index comprised of the most liquid and large capitalized Indian Banking stocks. The index will have 12 stocks from the banking sector, which trade on the National Stock Exchange. The index was developed with a base value of 1000 as of January 1, 2000.

NSE Nifty Bank Index (NSEBANK INDEX EQUITY)

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

NSE Nifty Bank Index (NSEBANK INDEX EQUITY)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (15 Sep)

Statistical methodology identifies nine pair trade opportunities across four markets and four sectors, offering unique insights into relative value.

Gaudenz Schneider

Kotak Mahindra Bank (KMB IN) Vs. Bajaj Finserv (BJFIN IN): Stat-Arb Pair Trade in Indian Financials

Long Kotak Mahindra Bank vs. short Bajaj Finserv offers ~6% potential upside should the price ratio revert toward its mean. Ideal for quantitative...

Gaudenz Schneider

Stat-Arb Pair Trade: Long Central Bank Of India (CBOI IN) Vs. Short Indian Overseas Bank (IOB IN)

The price ratio between Central Bank of India and Indian Overseas Bank signals a potential 5% return for quantitative traders targeting mean...

Gaudenz Schneider

Long Kotak Mahindra (KMB IN) Vs. Short Bajaj Finance (BAF IN): Statistical Arbitrage in Indian Banks

Pair trade targeting a 9% return, leveraging valuation gaps and mean-reversion dynamics between Kotak Mahindra and Bajaj Finance.

Gaudenz Schneider

Index Changes and Rate Cuts: Key Events in September 2025

September packs in index rebalances, quarterly expiries, central bank calls, and Fed drama—keeping markets busy amid a light holiday calendar.

Gaudenz Schneider

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (15 Sep)

​Statistical methodology identifies nine pair trade opportunities across four markets and four sectors, offering unique insights into relative value.

Gaudenz Schneider

Kotak Mahindra Bank (KMB IN) Vs. Bajaj Finserv (BJFIN IN): Stat-Arb Pair Trade in Indian Financials

Long Kotak Mahindra Bank vs. short Bajaj Finserv offers ~6% potential upside should the price ratio revert toward its mean. Ideal for quantitative...

Gaudenz Schneider

Stat-Arb Pair Trade: Long Central Bank Of India (CBOI IN) Vs. Short Indian Overseas Bank (IOB IN)

The price ratio between Central Bank of India and Indian Overseas Bank signals a potential 5% return for quantitative traders targeting mean...

Gaudenz Schneider

Long Kotak Mahindra (KMB IN) Vs. Short Bajaj Finance (BAF IN): Statistical Arbitrage in Indian Banks

Pair trade targeting a 9% return, leveraging valuation gaps and mean-reversion dynamics between Kotak Mahindra and Bajaj Finance.

Gaudenz Schneider

Index Changes and Rate Cuts: Key Events in September 2025

September packs in index rebalances, quarterly expiries, central bank calls, and Fed drama—keeping markets busy amid a light holiday calendar.

Gaudenz Schneider

Statistical methodology identifies nine pair trade opportunities across four markets and four sectors, offering unique insights into relative value.