Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/insurance-australia-group-ltd" target="_blank" data-smartkarma-citation="entities:712:1" rel="noopener">Insurance Australia Group (IAG AU)</a> vs. <a href="https://www.smartkarma.com/entities/qbe-insurance-group-ltd" target="_blank" data-smartkarma-citation="entities:919:1" rel="noopener">QBE Insurance (QBE AU)</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/insurance-australia-group-ltd" target="_blank" data-smartkarma-citation="entities:712:1" rel="noopener">Insurance Australia Group (IAG AU)</a> and short <a href="https://www.smartkarma.com/entities/qbe-insurance-group-ltd" target="_blank" data-smartkarma-citation="entities:919:1" rel="noopener">QBE Insurance (QBE AU)</a> targets an 8% 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 Insurance Australia Group (IAG AU) vs. QBE Insurance (QBE AU) price ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long Insurance Australia Group (IAG AU) and short QBE Insurance (QBE AU) targets an 8% 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.


Insurance Australia Group (IAG AU) Vs QBE Insurance (QBE AU): Earnings Gap Triggers Stat Arb Setup

Asia Pac ECM and Index Rebal, DZT 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-Australia 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 Evolution Mining, National Australia Bank, CSL, ANZ, Brambles, Woodside Energy.</li>
</ul>


We analysed the earning revision of component stocks of MS-Australia 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 Evolution Mining, National Australia Bank, CSL, ANZ, Brambles, Woodside Energy.


MS-Australia Index Earning Revision (May): Evolution Mining, National Australia Bank, CSL, ANZ

Smartkarma's AI Co-Pilot, Smartkarma

αSK

Smartkarma's AI Co-Pilot

Smartkarma

Smartkarma unites the fragmented investment industry, connecting institutional investors, independent research providers, and corporates within a single network.

Research Reinvented

<ul>
 <li>
Market Leader with Strong Brands: IAG is the largest general insurer in Australia and New Zealand, possessing a portfolio of trusted brands such as NRMA, CGU, and NZI, which provides a significant competitive advantage and customer loyalty.</li>
 <li>
Favorable Pricing Environment: The company is benefiting from a favorable pricing cycle, with premium rate increases driving top-line growth and improved insurance margins, which is expected to continue supporting profitability.</li>
 <li>
Significant Catastrophe Risk Exposure: IAG's earnings are inherently volatile due to its high exposure to natural peril events, such as floods, storms, and bushfires, which can lead to substantial claims costs and pressure on profitability.</li>
</ul>This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.


  
Market Leader with Strong Brands: IAG is the largest general insurer in Australia and New Zealand, possessing a portfolio of trusted brands such as NRMA, CGU, and NZI, which provides a significant competitive advantage and customer loyalty.
  
Favorable Pricing Environment: The company is benefiting from a favorable pricing cycle, with premium rate increases driving top-line growth and improved insurance margins, which is expected to continue supporting profitability.
  
Significant Catastrophe Risk Exposure: IAG's earnings are inherently volatile due to its high exposure to natural peril events, such as floods, storms, and bushfires, which can lead to substantial claims costs and pressure on profitability.
This content is AI-generated and displayed for general informational purposes only. Please verify independently before use.

Primer: Insurance Australia (IAG AU) - Sep 2025

<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 Australia, currently eight pair trade opportunities persist across six 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: In Australia, currently eight pair trade opportunities persist across six 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 Australia (1 June 2026)

<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 19 pair trade opportunities persist across four 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 19 pair trade opportunities persist across four 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 (1 June 2026)

Australia

Insurance Australia Group Limited (IAG) is an Australian-based international general insurance group with operations in Australia, New Zealand, and Asia. The Group provides a range of personal and commercial insurance products, primarily motor vehicle and home insurance.

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

Insurance Australia (IAG AU)

Insurance Australia Group (IAG AU) Vs QBE Insurance (QBE AU): Earnings Gap Triggers Stat Arb Setup

Targets an 8% mean-reversion move after an earnings-driven gap opened between the stocks, with the spread already beginning to narrow. Pair Trade...

Gaudenz Schneider

MS-Australia Index Earning Revision (May): Evolution Mining, National Australia Bank, CSL, ANZ

We analyzed MS-Australia's consensus for May 2026 and highlighted changes of EPS in Evolution Mining, National Australia Bank, CSL, ANZ, Brambles,...

Ke Yan, CFA, FRM

Primer: Insurance Australia (IAG AU) - Sep 2025

Market Leader with Strong Brands: IAG is the largest general insurer in Australia and New Zealand, possessing a portfolio of trusted brands...

αSK

Relative Value Opportunities in Australia (1 June 2026)

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

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (1 June 2026)

Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Insurance Australia Group (IAG AU) Vs QBE Insurance (QBE AU): Earnings Gap Triggers Stat Arb Setup

Targets an 8% mean-reversion move after an earnings-driven gap opened between the stocks, with the spread already beginning to narrow. Pair Trade...

Gaudenz Schneider

MS-Australia Index Earning Revision (May): Evolution Mining, National Australia Bank, CSL, ANZ

We analyzed MS-Australia's consensus for May 2026 and highlighted changes of EPS in Evolution Mining, National Australia Bank, CSL, ANZ, Brambles,...

Ke Yan, CFA, FRM

Primer: Insurance Australia (IAG AU) - Sep 2025

Market Leader with Strong Brands: IAG is the largest general insurer in Australia and New Zealand, possessing a portfolio of trusted brands...

αSK

Relative Value Opportunities in Australia (1 June 2026)

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

Gaudenz Schneider

Relative Value Opportunities in Asia-Pac, Pair Trade Roundup (1 June 2026)

​Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

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

Discover 19 pair trade opportunities across four markets and eight sectors using statistical mean-reversion methodology for actionable insights.