Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>
Context: The <a href="https://www.smartkarma.com/entities/kia-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia (000270 KS)</a> vs. <a href="https://www.smartkarma.com/entities/hyundai-motor-co" target="_blank" data-smartkarma-citation="entities:155:1" rel="noopener">Hyundai (005380 KS)</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 Kia (000270 KS) and short Hyundai (005380 KS) targets a 12% 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 Kia (000270 KS) vs. Hyundai (005380 KS) price-ratio has deviated more than two standard deviations from its one-year average, presenting a potential relative value opportunity.

Highlights: Going long Kia (000270 KS) and short Hyundai (005380 KS) targets a 12% 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.


Long Kia (000270 KS) Vs. Short Hyundai (005380 KS): Quant Model Hits Trigger Zone in Korean Autos

Asia Pac IPO & Placement Research, China biotech, Aequitas Research

Ke Yan, CFA, FRM

Asia Pac IPO & Placement Research, China biotech

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.

Quantitative Analysis

<ul>
<li>We analysed the earning revision of component stocks of MSCI South Korea 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 ORION, KEPCO, LG Energy Solution, ECOPROBM, NAVER, Samsung Elec (PREF), KIA, LG Chem, Naver, Korea Electric Power, Samsung Electronics Non Voting Pre, Kia, Orion.</li>
</ul>


We analysed the earning revision of component stocks of MSCI South Korea 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 ORION, KEPCO, LG Energy Solution, ECOPROBM, NAVER, Samsung Elec (PREF), KIA, LG Chem, Naver, Korea Electric Power, Samsung Electronics Non Voting Pre, Kia, Orion.


MSCI South Korea Index Earning Revision (Nov): ORION, KEPCO, LG Energy Solution, ECOPROBM, NAVER

Equity Derivatives

<ul>
<li>The global auto industry faces significant tariff exposure. Option implied volatility offers a forward-looking assessment of risk.</li>
<li>Chinese car makers started to increase in implied volatility more than the other markets at the beginning of February. They now show the highest risk.</li>
<li>Recent implied volatility trends, asymmetric pricing (skew), and the term structure all seem to indicate that the Indian auto sector is the least exposed to international trade relations.</li>
</ul>


The global auto industry faces significant tariff exposure. Option implied volatility offers a forward-looking assessment of risk.
Chinese car makers started to increase in implied volatility more than the other markets at the beginning of February. They now show the highest risk.
Recent implied volatility trends, asymmetric pricing (skew), and the term structure all seem to indicate that the Indian auto sector is the least exposed to international trade relations.


EQD | Volatile Roads: Unveiling Risk in the Asian Auto Industry Through the Options Market

Equity Long-Short Analyst

Pyari Menon

Thematic (Sector/Industry)

<ul>
<li>For this report we datamined autonomous driving technology (ADT) innovations.</li>
<li>Worldwide over the last decade the ADT sector has seen nearly 25% CAGR growth in patent filings, with over 40,000 patent family filings.</li>
<li>
<a href="https://www.smartkarma.com/entities/delphi-automotive-plc" target="_blank" data-smartkarma-citation="entities:20870:1" rel="noopener">Aptiv PLC (APTV US)</a>, with a leadership position in several areas of ADT, strong financials, reasonable valuations and strategic partnerships stands out.  </li>
</ul>


For this report we datamined autonomous driving technology (ADT) innovations.
Worldwide over the last decade the ADT sector has seen nearly 25% CAGR growth in patent filings, with over 40,000 patent family filings.

Aptiv PLC (APTV US), with a leadership position in several areas of ADT, strong financials, reasonable valuations and strategic partnerships stands out.  


Korea / Special Situations, Clepsydra Capital

Sanghyun Park

Korea / Special Situations

Korea / Special Sits, Pairs, Index Rebalancing

Clepsydra Capital

Investigate special situations, pairs, and index rebalancing trades in Korea.

Event-Driven

<ul>
<li>A high-ranking official from the local financial regulatory authority has confirmed to several local media outlets that the tax benefits for the value-up program will be unveiled this month.</li>
<li>Corporate tax cuts and separate taxation on dividend income will be included. The short-term impact at the time of the announcement will likely be more significant for corporate tax cuts.</li>
<li>Local market is focused on screening large companies within the KOSPI 200 that have substantial pre-tax profits in anticipation of the corporate tax cut momentum to be announced this month.</li>
</ul>


A high-ranking official from the local financial regulatory authority has confirmed to several local media outlets that the tax benefits for the value-up program will be unveiled this month.
Corporate tax cuts and separate taxation on dividend income will be included. The short-term impact at the time of the announcement will likely be more significant for corporate tax cuts.
Local market is focused on screening large companies within the KOSPI 200 that have substantial pre-tax profits in anticipation of the corporate tax cut momentum to be announced this month.


Value-Up Tax Support Revealed by End of June: Local Market Eyes Corporate Tax Cut Beneficiaries

South Korea

Kia Corporation manufactures, sells, and exports passenger cars, mini-buses, trucks and commercial vehicles. The Company also manufactures auto-parts and tools using hybrid electric and fuel cell technology. Kia markets its products worldwide.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
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Kia Corp (000270 KS)

Long Kia (000270 KS) Vs. Short Hyundai (005380 KS): Quant Model Hits Trigger Zone in Korean Autos

Pair trade with a 12% target-return amid significant deviation of the price-ratio between Kia and Hyundai. Opportunity for quantitative traders...

Gaudenz Schneider

MSCI South Korea Index Earning Revision (Nov): ORION, KEPCO, LG Energy Solution, ECOPROBM, NAVER

We analyzed MSCI South Korea's consensus for Nov 2025 and highlighted changes of EPS in ORION (271560 KS), KEPCO (015760 KS), LG Energy Solution...

Ke Yan, CFA, FRM

EQD | Volatile Roads: Unveiling Risk in the Asian Auto Industry Through the Options Market

Global auto industry faces tariff risk. The option market assigns the highest risk to Chinese car makers. The Indian auto sector appears least...

Gaudenz Schneider

Autonomous Driving Leadership Landscape

Autonomous driving tech seeing surge in innovations to make journeys safer, more efficient, and intelligent. Welcome to the future of mobility.

Pyari Menon

Value-Up Tax Support Revealed by End of June: Local Market Eyes Corporate Tax Cut Beneficiaries

A high-ranking official confirmed that tax cut incentives for the value-up program will be unveiled by the end of this month. This post...

Sanghyun Park

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

Long Kia (000270 KS) Vs. Short Hyundai (005380 KS): Quant Model Hits Trigger Zone in Korean Autos

Pair trade with a 12% target-return amid significant deviation of the price-ratio between Kia and Hyundai. Opportunity for quantitative traders...

Gaudenz Schneider

MSCI South Korea Index Earning Revision (Nov): ORION, KEPCO, LG Energy Solution, ECOPROBM, NAVER

We analyzed MSCI South Korea's consensus for Nov 2025 and highlighted changes of EPS in ORION (271560 KS), KEPCO (015760 KS), LG Energy Solution...

Ke Yan, CFA, FRM

EQD | Volatile Roads: Unveiling Risk in the Asian Auto Industry Through the Options Market

​Global auto industry faces tariff risk. The option market assigns the highest risk to Chinese car makers. The Indian auto sector appears least...

Gaudenz Schneider

Autonomous Driving Leadership Landscape

Autonomous driving tech seeing surge in innovations to make journeys safer, more efficient, and intelligent. Welcome to the future of mobility.

Pyari Menon

Value-Up Tax Support Revealed by End of June: Local Market Eyes Corporate Tax Cut Beneficiaries

A high-ranking official confirmed that tax cut incentives for the value-up program will be unveiled by the end of this month. This post...

Sanghyun Park

Global auto industry faces tariff risk. The option market assigns the highest risk to Chinese car makers. The Indian auto sector appears least...