Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>The <a href="https://www.smartkarma.com/entities/canara-bank" target="_blank" data-smartkarma-citation="entities:543:1" rel="noopener">Canara Bank (CBK IN)</a> vs. <a href="https://www.smartkarma.com/entities/lic-housing-finance-ltd" target="_blank" data-smartkarma-citation="entities:15667:1" rel="noopener">LIC Housing Finance (LICHF IN)</a> Price-Ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>The relative value opportunity can be implemented through stocks, derivatives, or as relative over-/underweights in a long only context.</li>
<li>This Insight provides a target return and discusses trade setup and risk management strategies.</li>
</ul>


The Canara Bank (CBK IN) vs. LIC Housing Finance (LICHF IN) Price-Ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.
The relative value opportunity can be implemented through stocks, derivatives, or as relative over-/underweights in a long only context.
This Insight provides a target return and discusses trade setup and risk management strategies.


Pair Trade Signal: LIC Housing Finance (LICHF IN) Long Vs. Canara Bank (CBK IN) Short

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Periscope Analytics

Periscope Analytics focuses on event-driven trades across Asia Pacific and provides comprehensive, timely and systematic coverage of index changes to major Asia Pacific indices in a structured manner.

The analysis includes forecasted inclusions and exclusions to all major Asian indices that have significant amount of tracking assets, including estimates of passive buy/sell flow on the stocks. The service also provides commentary and impact of market consultations, ground rule changes, and other events (IPOs, spin-offs, M&A) that could lead to index changes and passive flow.

Periscope Analytics works with multi-strategy hedge funds, proprietary trading firms, stat arb trading groups and long-only investors that invest and trade in the Asia Pacific region with the data being used to trade index rebalances, avoid pre-positioning and passive flow, and to time entry into and exit from stocks.

Event-Driven Trades Across Asia Pacific

Index Rebalance

Mazagon Dock Shipbuilders  / Index Rebalance

<ul>
<li>There are 20 changes a side for the Nifty200 Momentum30 Index that will be implemented at the close on 27 June. We had correctly forecast 39 of the 40 changes.</li>
<li>Estimated one-way turnover is 68.4% resulting in a round-trip trade of INR 160bn (US$1.9bn). There are 22 stocks with over 1x ADV to trade.</li>
<li>The Financials sector has 9 net inclusions to the index while the Information Technology and Consumer Discretionary sectors have 2 net deletions each.</li>
</ul>


There are 20 changes a side for the Nifty200 Momentum30 Index that will be implemented at the close on 27 June. We had correctly forecast 39 of the 40 changes.
Estimated one-way turnover is 68.4% resulting in a round-trip trade of INR 160bn (US$1.9bn). There are 22 stocks with over 1x ADV to trade.
The Financials sector has 9 net inclusions to the index while the Information Technology and Consumer Discretionary sectors have 2 net deletions each.


NIFTY200 Momentum30 Index Rebalance: HUGE Turnover and Trade as Financials Shine

<ul>
<li>
Context: The <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> vs. <a href="https://www.smartkarma.com/entities/uco-bank" target="_blank" data-smartkarma-citation="entities:9669:1" rel="noopener">UCO Bank (UCO 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/uco-bank" target="_blank" data-smartkarma-citation="entities:9669:1" rel="noopener">UCO Bank (UCO IN)</a> and 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> based on statistical mean reversion, with UCO Bank 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 Indian Overseas Bank (IOB IN) vs. UCO Bank (UCO IN) Price-Ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long UCO Bank (UCO IN) and short Indian Overseas Bank (IOB IN) based on statistical mean reversion, with UCO Bank 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.


Uco Bank Vs. Indian Overseas Bank: Quant-Driven Pair Trade with Fundamental Edge

<ul>
<li>
Context: This article provides an update on a previously identified pair trading opportunity between <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 <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>, 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 +4.7% 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 Kotak Mahindra Bank (KMB IN) and Bajaj Finance (BAF 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 +4.7% 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.


Bajaj Finance (BAF IN) Vs. Kotak Mahindra Bank (KMB IN) - Trade Exit and Take Profit

Event-Driven

<ul>
<li>
Context: On June 6, 2025, the Reserve Bank of India (RBI) unexpectedly cut interest rates by 50 basis points to 5.5%, double the anticipated 25 basis points.</li>
<li>
The <a href="https://www.smartkarma.com/entities/nifty-index" target="_blank" data-smartkarma-citation="entities:23617:1" rel="noopener">NIFTY 50 Index</a> fluctuated initially but later stabilized at a 1.0% gain, while the <a href="https://www.smartkarma.com/entities/nse-nifty-bank-index" target="_blank" data-smartkarma-citation="entities:26811:1" rel="noopener">NSE Nifty Bank Index</a> rose 1.5%. At-the-money implied volatility changed little, while the skew rotated.</li>
<li>
This Insight explains the RBI’s bold policy move, market reactions, and limitations of predictive models in navigating central bank decisions.</li>
</ul>



Context: On June 6, 2025, the Reserve Bank of India (RBI) unexpectedly cut interest rates by 50 basis points to 5.5%, double the anticipated 25 basis points.

The NIFTY 50 Index fluctuated initially but later stabilized at a 1.0% gain, while the NSE Nifty Bank Index rose 1.5%. At-the-money implied volatility changed little, while the skew rotated.

This Insight explains the RBI’s bold policy move, market reactions, and limitations of predictive models in navigating central bank decisions.


India's Unexpected 0.5% Rate Cut: Friday’s Market Reaction Breakdown

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)

Pair Trade Signal: LIC Housing Finance (LICHF IN) Long Vs. Canara Bank (CBK IN) Short

Long LIC Housing Finance vs. short Canara Bank continues to be flagged as a statistical relative value play. The pair's price ratio is currently...

Gaudenz Schneider

NIFTY200 Momentum30 Index Rebalance: HUGE Turnover and Trade as Financials Shine

The Nifty200 Momentum30 Index rebalances at the close tomorrow. Since announcement, the adds have outperformed the deletes (but only marginally)....

Brian Freitas

Uco Bank Vs. Indian Overseas Bank: Quant-Driven Pair Trade with Fundamental Edge

IOB vs. UCO Bank presents a potential relative value opportunity, suggesting going long UCO Bank and short Indian Overseas Bank based on...

Gaudenz Schneider

Bajaj Finance (BAF IN) Vs. Kotak Mahindra Bank (KMB IN) - Trade Exit and Take Profit

Update on pair trading opportunity between Kotak Mahindra Bank and Bajaj Finance. The pair has profitably mean-reverted, showcasing the potential...

Gaudenz Schneider

India's Unexpected 0.5% Rate Cut: Friday’s Market Reaction Breakdown

RBI surprises with 50 bps rate cut, NIFTY 50 and NSE Nifty Bank rise. Insight on market reactions and implied volatility.

Gaudenz Schneider

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Pair Trade Signal: LIC Housing Finance (LICHF IN) Long Vs. Canara Bank (CBK IN) Short

Long LIC Housing Finance vs. short Canara Bank continues to be flagged as a statistical relative value play. The pair's price ratio is currently...

Gaudenz Schneider

NIFTY200 Momentum30 Index Rebalance: HUGE Turnover and Trade as Financials Shine

The Nifty200 Momentum30 Index rebalances at the close tomorrow. Since announcement, the adds have outperformed the deletes (but only marginally)....

Brian Freitas

Uco Bank Vs. Indian Overseas Bank: Quant-Driven Pair Trade with Fundamental Edge

​IOB vs. UCO Bank presents a potential relative value opportunity, suggesting going long UCO Bank and short Indian Overseas Bank based on...

Gaudenz Schneider

Bajaj Finance (BAF IN) Vs. Kotak Mahindra Bank (KMB IN) - Trade Exit and Take Profit

​Update on pair trading opportunity between Kotak Mahindra Bank and Bajaj Finance. The pair has profitably mean-reverted, showcasing the potential...

Gaudenz Schneider

India's Unexpected 0.5% Rate Cut: Friday’s Market Reaction Breakdown

​RBI surprises with 50 bps rate cut, NIFTY 50 and NSE Nifty Bank rise. Insight on market reactions and implied volatility.

Gaudenz Schneider

IOB vs. UCO Bank presents a potential relative value opportunity, suggesting going long UCO Bank and short Indian Overseas Bank based on...

Update on pair trading opportunity between Kotak Mahindra Bank and Bajaj Finance. The pair has profitably mean-reverted, showcasing the potential...

RBI surprises with 50 bps rate cut, NIFTY 50 and NSE Nifty Bank rise. Insight on market reactions and implied volatility.