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 14 pair trade opportunities persist across six markets and nine 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 14 pair trade opportunities persist across six markets and nine 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 (13 Jul 2026)

APAC IPOs & Placements, Aequitas Research

Akshat Shah

APAC IPOs & Placements

IPOs and Placements coverage across Asia Pacific

Aequitas Research

We cover all listing across the Asia Pacific along with follow-up placements. As of Dec 2020, our team had covered 539 IPOs with a hit rate of 73.5% and 685 placements with a hit rate of 66.8%.

We combine fundamental bottom-up views with our proprietary quantitative framework to provide a holistic coverage across new listings and placements. Our coverage includes pre-IPO notes before the deal is launched, follow-up analysis once the deal is live and post-listing trading analysis as well.

Equity Capital Markets

Bharat Coking Coal Limited (BCCL) / Equity Capital Markets

Bharat Coking Coal Limited (BCCL) (7535956Z IN)

<ul>
<li>
<a href="https://www.smartkarma.com/entities/bharat-coking-coal-limited-bccl" target="_blank" data-smartkarma-citation="entities:45272:1" rel="noopener">Bharat Coking Coal Limited (BCCL) (7535956Z IN)</a> raised about US$119m in its India IPO in Jan 2026. The lockup on its promoter, Coal India is set to expire soon.</li>
<li>BCCL is a Coal India subsidiary engaged in mining of coking coal, producing grades of coking coal, non-coking coal, and washed coal, primarily for use in steel and power sectors.</li>
<li>In this note, we will talk about the lockup dynamics and possible placement.</li>
</ul>



Bharat Coking Coal Limited (BCCL) (7535956Z IN) raised about US$119m in its India IPO in Jan 2026. The lockup on its promoter, Coal India is set to expire soon.
BCCL is a Coal India subsidiary engaged in mining of coking coal, producing grades of coking coal, non-coking coal, and washed coal, primarily for use in steel and power sectors.
In this note, we will talk about the lockup dynamics and possible placement.


Aequitas: Bharat Coking Coal Ltd IPO Lockup - US$1.3bn Lockup Release; Near-Term Selldown Unlikely

<ul>
<li>
Context: The <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> vs. <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> price ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.</li>
<li>
Highlight: 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 5% 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 Bajaj Finance (BAF IN) vs. Kotak Mahindra Bank (KMB IN) price ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlight: Going long Kotak Mahindra Bank (KMB IN) and short Bajaj Finance (BAF IN) targets a 5% 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 Finance (BAF IN): Pair Trade with a Valuation Edge

<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 13 pair trade opportunities persist across six 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 13 pair trade opportunities persist across six 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 (6 Jul 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

DZT Research

DZT 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 Hindustan Petroleum, National Aluminium, Oil &amp; Natural Gas, Vedanta, Tata Motors Passenger Vehicles, ICICI Bank.</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 Hindustan Petroleum, National Aluminium, Oil &amp; Natural Gas, Vedanta, Tata Motors Passenger Vehicles, ICICI Bank.


MS-India Index Earning Revision (Jun): Hindustan Petroleum, National Aluminium, Oil & Natural Gas

India

Bajaj Finance is an Indian deposit-taking non-banking financial company (NBFC) that offers a diversified portfolio of financial products and services. These include consumer loans, SME and commercial lending, rural lending, fixed deposits, and various investment and insurance products. The company is headquartered in Pune, India, and was founded on March 25, 1987.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
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Bajaj Finance (BAF IN)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (13 Jul 2026)

Discover 14 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Aequitas: Bharat Coking Coal Ltd IPO Lockup - US$1.3bn Lockup Release; Near-Term Selldown Unlikely

Bharat Coking Coal Ltd (BCCL) raised about US$119m in its India IPO in Jan 2026. The lockup on its promoter, Coal India is set to expire soon.

Akshat Shah

Kotak Mahindra Bank (KMB IN) Vs Bajaj Finance (BAF IN): Pair Trade with a Valuation Edge

5% target return as a statistical pair trade is reinforced by supportive valuation metrics. Essential for quantitative traders seeking mean...

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (6 Jul 2026)

Discover 13 pair trade opportunities across six markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

MS-India Index Earning Revision (Jun): Hindustan Petroleum, National Aluminium, Oil & Natural Gas

We analyzed MS-India's consensus for Jun 2026 and highlighted changes of EPS in Hindustan Petroleum, National Aluminium, Oil & Natural Gas,...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (13 Jul 2026)

​Discover 14 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Aequitas: Bharat Coking Coal Ltd IPO Lockup - US$1.3bn Lockup Release; Near-Term Selldown Unlikely

Bharat Coking Coal Ltd (BCCL) raised about US$119m in its India IPO in Jan 2026. The lockup on its promoter, Coal India is set to expire soon.

Akshat Shah

Kotak Mahindra Bank (KMB IN) Vs Bajaj Finance (BAF IN): Pair Trade with a Valuation Edge

5% target return as a statistical pair trade is reinforced by supportive valuation metrics. Essential for quantitative traders seeking mean...

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (6 Jul 2026)

​Discover 13 pair trade opportunities across six markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

MS-India Index Earning Revision (Jun): Hindustan Petroleum, National Aluminium, Oil & Natural Gas

We analyzed MS-India's consensus for Jun 2026 and highlighted changes of EPS in Hindustan Petroleum, National Aluminium, Oil & Natural Gas,...

Ke Yan, CFA, FRM

Discover 14 pair trade opportunities across six markets and nine sectors using statistical mean-reversion methodology for actionable insights.

Discover 13 pair trade opportunities across six markets and eight sectors using statistical mean-reversion methodology for actionable insights.