Korea / Special Sits, Pairs, Index Rebalancing, Clepsydra Capital

Sanghyun Park

Korea / Special Sits, Pairs, Index Rebalancing

Clepsydra Capital

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

Event-Driven

<ul>
<li>This is an equity spinoff where the existing shareholders receive shares in the spun-off company. But this creates two LISTED companies. In such a case, there won't be appraisal rights.</li>
<li>PASSIVE's selling flow towards the trade suspension tends to be offset by ACTIVE's buying flow aiming for value accretion. So, developing a timely entry/exit between these opposing flows is critical.</li>
<li>Holdco's 30% rule dynamic generally, in relative terms, leads to an increase in the value of Opco's stake and a decline in the value of Holdco's stake.</li>
</ul>


This is an equity spinoff where the existing shareholders receive shares in the spun-off company. But this creates two LISTED companies. In such a case, there won't be appraisal rights.
PASSIVE's selling flow towards the trade suspension tends to be offset by ACTIVE's buying flow aiming for value accretion. So, developing a timely entry/exit between these opposing flows is critical.
Holdco's 30% rule dynamic generally, in relative terms, leads to an increase in the value of Opco's stake and a decline in the value of Holdco's stake.


A Walkthrough of Hyundai Department Store Demerger Event

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

Hyundai Home Shopping Network / Event-Driven

<ul>
<li>A third of the way through the review period, we see one potential change. There are four stocks that are close to inclusion zone and could lead to more changes.</li>
<li>Currently, Miwon Specialty Chemical Co (268280 KS) is an add while <a href="https://www.smartkarma.com/entities/hyundai-home-shopping-network-corp" target="_blank" data-smartkarma-citation="entities:2357:1" rel="noopener">Hyundai Home Shopping Network (057050 KS)</a> is a delete.</li>
<li>
<a href="https://www.smartkarma.com/entities/samyang-foods-co-ltd" target="_blank" data-smartkarma-citation="entities:9100:1" rel="noopener">Samyang Foods (003230 KS)</a>, <a href="https://www.smartkarma.com/entities/lotte-confectionery-co-ltd-1feb0155-08b6-44eb-bdbd-8d67cf757dac" target="_blank" data-smartkarma-citation="entities:25993:1" rel="noopener">Lotte Confectionery (280360 KS)</a>, <a href="https://www.smartkarma.com/entities/unid-co-ltd" target="_blank" data-smartkarma-citation="entities:11197:1" rel="noopener">Unid Co Ltd (014830 KS)</a> and <a href="https://www.smartkarma.com/entities/miwon-commercial-co-ltd" target="_blank" data-smartkarma-citation="entities:13416:1" rel="noopener">Miwon Commercial (002840 KS)</a> are close adds currently.</li>
</ul>


A third of the way through the review period, we see one potential change. There are four stocks that are close to inclusion zone and could lead to more changes.
Currently, Miwon Specialty Chemical Co (268280 KS) is an add while Hyundai Home Shopping Network (057050 KS) is a delete.

Samyang Foods (003230 KS), Lotte Confectionery (280360 KS), Unid Co Ltd (014830 KS) and Miwon Commercial (002840 KS) are close adds currently.


KOSPI200 Dec Index Rebalance Preview: Stocks Nearing the Inclusion Zone

CEO, A. Stotz Investment Research

Dr. Andrew Stotz, CFA

Quantamental Investing to beat Benchmarks

A. Stotz Investment Research

We pick stocks. We construct portfolios. All our effort is focused on how to better pick stocks and construct portfolios. We serve fund management companies, family offices, and high net worth individuals.

Thematic (Sector/Industry)

We highlight 14 stocks in Asia that look interesting to us based upon our FVMR Methodology. Our research team constantly reviews the Asian markets to try to find interesting ideas based on Fundamentals or Valuation or Momentum or Risk or some combination thereof.

We highlight 14 stocks in Asia that look interesting to us based upon our FVMR Methodology. Our research team constantly reviews the Asian markets to try to find interesting ideas based on Fundamentals or Valuation or Momentum or Risk or some combination thereof.

Korea has 6 tight sector pairs worth monitoring regularly. Of them, Hyundai Dept/Shinsegae now appears in an extreme diversion at -2.87σ on a 20-day moving average. Their 180-day correlation coefficient is 0.92369.<table class="table table-striped">
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<tr>
<td data-sheets-value='{"1":2,"2":"Sigma (σ) on a 20-day moving average"}'>Sigma (σ) on a 20-day moving average</td>
<td style="text-align: right;" data-sheets-value='{"1":2,"2":"Today"}' data-sheets-numberformat='{"1":4,"2":"[$₩]#,##0"}'>Today</td>
<td style="text-align: right;" data-sheets-value='{"1":2,"2":"T-1"}'>T-1</td>
<td style="text-align: right;" data-sheets-value='{"1":2,"2":"T-2"}'>T-2</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"Shinhan Financial Group Co., Ltd./KB Financial Group Inc"}' data-sheets-formula='=Data!R[-11]C[1]&amp;"/"&amp;Data!R[-11]C[2]'>Shinhan Financial Group Co., Ltd./KB Financial Group Inc</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":2.037739760425131}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>2.04</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":1.7137569380785163}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>1.71</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":2.160993227615466}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>2.16</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"LG Uplus Corp/SK Telecom Co Ltd"}' data-sheets-formula='=Data!R[-12]C[3]&amp;"/"&amp;Data!R[-12]C[4]'>LG Uplus Corp/SK Telecom Co Ltd</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":1.4295746334880794}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>1.43</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":0.4296221017317747}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>0.43</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-0.24660010671563912}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-0.25</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"Kia Corp/Hyundai Motor Co"}' data-sheets-formula='=Data!R[-13]C[5]&amp;"/"&amp;Data!R[-13]C[6]'>Kia Corp/Hyundai Motor Co</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-2.099785179684263}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-2.10</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-0.909372721906592}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-0.91</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-2.0407109696616685}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-2.04</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"Celltrion HealthCare Co Ltd/Celltrion, Inc."}' data-sheets-formula='=Data!R[-14]C[7]&amp;"/"&amp;Data!R[-14]C[8]'>Celltrion HealthCare Co Ltd/Celltrion, Inc.</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-0.09559180069113433}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-0.10</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-0.21251880342441315}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-0.21</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-0.31044173489418}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-0.31</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"BGF Retail Co Ltd/GS Retail Co Ltd"}' data-sheets-formula='=Data!R[-15]C[9]&amp;"/"&amp;Data!R[-15]C[10]'>BGF Retail Co Ltd/GS Retail Co Ltd</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":2.8212563464223854}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>2.82</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":1.6113428733650603}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>1.61</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":0.2360588141562515}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>0.24</td>
</tr>
<tr>
<td data-sheets-value='{"1":2,"2":"Hyundai Department Store Co Ltd/Shinsegae Inc"}' data-sheets-formula='=Data!R[-16]C[11]&amp;"/"&amp;Data!R[-16]C[12]'>Hyundai Department Store Co Ltd/Shinsegae Inc</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-2.8654321706876544}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-2.87</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-2.6015371114013477}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-2.60</td>
<td style="text-align: right;" data-sheets-value='{"1":3,"3":-1.807722354711979}' data-sheets-numberformat='{"1":2,"2":"#,##0.00","3":1}' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-1.81</td>
</tr>
<tr><td colspan="4">Source: KRX 
</td></tr>
</tbody>
</table>The current price ratio is 5.46% below the 180-day average and 17.28% below the 180-day high. What's noteworthy is that the price ratio fell 12.2% only in 9 trading sessions, causing a 4σ movement downwardly for Hyundai Dept.<section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/204/512/original/Hyundai+Dept.+vs.+Shinsegae.png?1620244530" class="editor-image img-responsive" data-smartkarma-image-id="204512"></figure></section><table class="table table-striped">
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<tbody>
<tr><td colspan="2" style="width: 723.636px;" data-sheets-value='{"1":2,"2":"Hyundai Department Store Co Ltd/Shinsegae Inc"}' data-sheets-formula="=R[-49]C[-10]">Hyundai Department Store Co Ltd/Shinsegae Inc</td></tr>
<tr>
<td style="width: 351.818px;" data-sheets-value='{"1":2,"2":"Current price ratio"}'>Current price ratio</td>
<td style="text-align: right; width: 350.909px;" data-sheets-value='{"1":3,"3":0.28462757527733756}' data-sheets-numberformat='{"1":2,"2":"#,##0.00000","3":1}' data-sheets-formula='=indirect("$B"&amp;R74C[0])'>0.28463</td>
</tr>
<tr>
<td style="width: 351.818px;" data-sheets-value='{"1":2,"2":"%Δ to 180-day mean"}' data-sheets-numberformat='{"1":4,"2":"[$₩]#,##0"}'>%Δ to 180-day mean</td>
<td style="text-align: right; width: 350.909px;" data-sheets-value='{"1":3,"3":-0.05460355438237345}' data-sheets-numberformat='{"1":3,"2":"0.00%","3":1}' data-sheets-formula='=indirect("$C"&amp;R74C[0])'>-5.46%</td>
</tr>
<tr>
<td style="width: 351.818px;" data-sheets-value='{"1":2,"2":"%Δ to 180-day high"}' data-sheets-numberformat='{"1":4,"2":"[$₩]#,##0"}'>%Δ to 180-day high</td>
<td style="text-align: right; width: 350.909px;" data-sheets-value='{"1":3,"3":-0.1727905582093986}' data-sheets-numberformat='{"1":3,"2":"0.00%","3":1}' data-sheets-formula='=indirect("$D"&amp;R74C[0])'>-17.28%</td>
</tr>
<tr>
<td style="width: 351.818px;" data-sheets-value='{"1":2,"2":"%Δ to 180-day low"}' data-sheets-numberformat='{"1":4,"2":"[$₩]#,##0"}'>%Δ to 180-day low</td>
<td style="text-align: right; width: 350.909px;" data-sheets-value='{"1":3,"3":0.0910723718964607}' data-sheets-numberformat='{"1":3,"2":"0.00%","3":1}' data-sheets-formula='=indirect("$E"&amp;R74C[0])'>9.11%</td>
</tr>
<tr><td colspan="2" style="width: 723.636px;" data-sheets-value='{"1":2,"2":"Source: KRX"}'>Source: KRX</td></tr>
</tbody>
</table>

Korea has 6 tight sector pairs worth monitoring regularly. Of them, Hyundai Dept/Shinsegae now appears in an extreme diversion at -2.87σ on a 20-day moving average. Their 180-day correlation coefficient is 0.92369.








Sigma (σ) on a 20-day moving average
Today
T-1
T-2


Shinhan Financial Group Co., Ltd./KB Financial Group Inc
2.04
1.71
2.16


LG Uplus Corp/SK Telecom Co Ltd
1.43
0.43
-0.25


Kia Corp/Hyundai Motor Co
-2.10
-0.91
-2.04


Celltrion HealthCare Co Ltd/Celltrion, Inc.
-0.10
-0.21
-0.31


BGF Retail Co Ltd/GS Retail Co Ltd
2.82
1.61
0.24


Hyundai Department Store Co Ltd/Shinsegae Inc
-2.87
-2.60
-1.81

Source: KRX 


The current price ratio is 5.46% below the 180-day average and 17.28% below the 180-day high. What's noteworthy is that the price ratio fell 12.2% only in 9 trading sessions, causing a 4σ movement downwardly for Hyundai Dept.





Hyundai Department Store Co Ltd/Shinsegae Inc

Current price ratio
0.28463


%Δ to 180-day mean
-5.46%


%Δ to 180-day high
-17.28%


%Δ to 180-day low
9.11%

Source: KRX



Hyundai Dept & Shinsegae At -2.9σ Due to Duty-Free Factor, but Should Head for Mean Reversion Now

Korea has 6 closely correlated and co-integrated sector pairs. All of them have a +0.8 180-day correlation coefficient. Also, they all have a sufficiently linear 180-day price scattered chart showing the nature of their high cointegration.<table class="table table-striped">
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<tr><td colspan="5" rowspan="1" style="width: 723.636px;" data-sheets-value='{"1":2,"2":"Closely correlated &amp; co-integrated sector pairs in Korea"}'>Closely correlated &amp; co-integrated sector pairs in Korea</td></tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"Name"}'>Name</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"Ticker"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]'>Ticker</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"Name"}'>Name</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"Ticker"}'>Ticker</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":2,"2":"180-day correlation"}'>180-day correlation</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"Shinhan Financial Group Co., Ltd."}' data-sheets-formula="=Data!R[-2]C[1]">Shinhan Financial Group Co., Ltd.</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"055550"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-1]C[0]">055550</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"KB Financial Group Inc"}' data-sheets-formula="=Data!R[-2]C[0]">KB Financial Group Inc</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"105560"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-1]C[-1]">105560</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.9610517352067552}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('1'!R870C10:R994C10, '1'!R870C11:R994C11)">0.96105</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"LG Uplus Corp"}' data-sheets-formula="=Data!R[-3]C[3]">LG Uplus Corp</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"032640"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-2]C[2]">032640</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"SK Telecom Co Ltd"}' data-sheets-formula="=Data!R[-3]C[2]">SK Telecom Co Ltd</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"017670"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-2]C[1]">017670</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.8992786663054949}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('2'!R870C10:R994C10, '2'!R870C11:R994C11)">0.89928</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"Kia Corp"}' data-sheets-formula="=Data!R[-4]C[5]">Kia Corp</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"000270"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-3]C[4]">000270</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"Hyundai Motor Co"}' data-sheets-formula="=Data!R[-4]C[4]">Hyundai Motor Co</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"005380"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-3]C[3]">005380</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.8668911065680154}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('3'!R870C10:R994C10, '3'!R870C11:R994C11)">0.86689</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"Celltrion HealthCare Co Ltd"}' data-sheets-formula="=Data!R[-5]C[7]">Celltrion HealthCare Co Ltd</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"091990"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-4]C[6]">091990</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"Celltrion, Inc."}' data-sheets-formula="=Data!R[-5]C[6]">Celltrion, Inc.</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"068270"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-4]C[5]">068270</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.850526307159412}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('4'!R870C10:R994C10, '4'!R870C11:R994C11)">0.85053</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"BGF Retail Co Ltd"}' data-sheets-formula="=Data!R[-6]C[9]">BGF Retail Co Ltd</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"282330"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-5]C[8]">282330</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"GS Retail Co Ltd"}' data-sheets-formula="=Data!R[-6]C[8]">GS Retail Co Ltd</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"007070"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-5]C[7]">007070</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.7760017852780396}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('5'!R870C10:R994C10, '5'!R870C11:R994C11)">0.77600</td>
</tr>
<tr>
<td style="width: 181.818px;" data-sheets-value='{"1":2,"2":"Hyundai Department Store Co Ltd"}' data-sheets-formula="=Data!R[-7]C[11]">Hyundai Department Store Co Ltd</td>
<td style="width: 96.3636px;" data-sheets-value='{"1":2,"2":"069960"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-6]C[10]">069960</td>
<td style="width: 165.455px;" data-sheets-value='{"1":2,"2":"Shinsegae Inc"}' data-sheets-formula="=Data!R[-7]C[10]">Shinsegae Inc</td>
<td style="width: 60.9091px;" data-sheets-value='{"1":2,"2":"004170"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]' data-sheets-formula="=Data!R[-6]C[9]">004170</td>
<td style="text-align: right; width: 135.455px;" data-sheets-value='{"1":3,"3":0.9327816777063404}' data-sheets-numberformat='[null,2,"#,##0.00000",1]' data-sheets-formula="=correl('6'!R870C10:R994C10, '6'!R870C11:R994C11)">0.93278</td>
</tr>
<tr><td colspan="5" rowspan="1" style="width: 723.636px;" data-sheets-value='{"1":2,"2":"Source: KRX"}'>Source: KRX</td></tr>
</tbody>
</table>In the light of the short-selling resumption next week, these sector pairs will likely draw attention.Then, which pair is at an extreme sigma (±2.0σ) on a 20-day moving average? At the last close, three pairs come on the radar.<ol>
<li>Shinhan Financial and KB Financial: +2.16σ</li>
<li>Kia Corp and Hyundai Motor: -2.04σ</li>
<li>Hyundai Department Store and Shinsegae: -1.81σ</li>
</ol><table class="table table-striped">
<colgroup>
<col width="70">
<col width="70">
<col width="70">
<col width="70">
<col width="70">
<col width="70">
<col width="70">
</colgroup>
<tbody>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"Sigma (σ) on a 20-day moving average"}'>Sigma (σ) on a 20-day moving average</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":2,"2":"Today"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]'>Today</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":2,"2":"T-1"}'>T-1</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":2,"2":"T-2"}'>T-2</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":2,"2":"T-3"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]'>T-3</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":2,"2":"T-4"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]'>T-4</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":2,"2":"T-5"}' data-sheets-numberformat='[null,4,"[$₩]#,##0"]'>T-5</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"Shinhan Financial Group Co., Ltd./KB Financial Group Inc"}' data-sheets-formula='=Data!R[-11]C[1]&amp;"/"&amp;Data!R[-11]C[2]'>Shinhan Financial Group Co., Ltd./KB Financial Group Inc</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":2.160993227615466}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>2.16</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":2.542772683735228}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>2.54</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":1.786381555409661}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>1.79</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":1.1128800501751042}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>1.11</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":0.181530165798035}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>0.18</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.22641999615163677}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>-0.23</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"LG Uplus Corp/SK Telecom Co Ltd"}' data-sheets-formula='=Data!R[-12]C[3]&amp;"/"&amp;Data!R[-12]C[4]'>LG Uplus Corp/SK Telecom Co Ltd</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.24660010671563912}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-0.25</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":-0.10403426571856596}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-0.10</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.6117954095017157}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-1.61</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.6376484979254156}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>-1.64</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.4249128627679264}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>-1.42</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-2.087684413507805}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>-2.09</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"Kia Corp/Hyundai Motor Co"}' data-sheets-formula='=Data!R[-13]C[5]&amp;"/"&amp;Data!R[-13]C[6]'>Kia Corp/Hyundai Motor Co</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-2.0407109696616685}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-2.04</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":-2.0025888653486463}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-2.00</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.1695043509161958}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-1.17</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.004698906236027549}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>0.00</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":0.10273148905333784}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>0.10</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.0802292544899608}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>-1.08</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"Celltrion HealthCare Co Ltd/Celltrion, Inc."}' data-sheets-formula='=Data!R[-14]C[7]&amp;"/"&amp;Data!R[-14]C[8]'>Celltrion HealthCare Co Ltd/Celltrion, Inc.</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.31044173489418}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-0.31</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":-0.7388105592067177}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-0.74</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.0110561898756243}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-1.01</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.0565672498648304}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>-0.06</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.1863196550598434}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>-0.19</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":0.5127886597937376}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>0.51</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"BGF Retail Co Ltd/GS Retail Co Ltd"}' data-sheets-formula='=Data!R[-15]C[9]&amp;"/"&amp;Data!R[-15]C[10]'>BGF Retail Co Ltd/GS Retail Co Ltd</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":0.2360588141562515}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>0.24</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":-2.102593735245234}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-2.10</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-2.5568836748773385}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-2.56</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-2.3214237049099196}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>-2.32</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.024092449046153583}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>-0.02</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":0.4712110272418423}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>0.47</td>
</tr>
<tr>
<td style="width: 320.909px;" data-sheets-value='{"1":2,"2":"Hyundai Department Store Co Ltd/Shinsegae Inc"}' data-sheets-formula='=Data!R[-16]C[11]&amp;"/"&amp;Data!R[-16]C[12]'>Hyundai Department Store Co Ltd/Shinsegae Inc</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.807722354711979}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$2")'>-1.81</td>
<td style="text-align: right; width: 45.4545px;" data-sheets-value='{"1":3,"3":-2.309293992473888}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$3")'>-2.31</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-2.530789825470454}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$4")'>-2.53</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.733312375711856}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$5")'>-1.73</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-1.3190244950375916}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$6")'>-1.32</td>
<td style="text-align: right; width: 46.3636px;" data-sheets-value='{"1":3,"3":-0.03766239765956894}' data-sheets-numberformat='[null,2,"#,##0.00",1]' data-sheets-formula='=indirect(R[0]C8&amp;"!$I$7")'>-0.04</td>
</tr>
<tr><td colspan="7" rowspan="1" style="width: 723.636px;" data-sheets-value='{"1":2,"2":"Source: KRX"}'>Source: KRX</td></tr>
</tbody>
</table>Out of these three pairs currently at ±2.0σ, the Kia Corp/Hyundai Motor pair deserves special attention as mean reversion appears already in progress for the other two pairs.

Korea has 6 closely correlated and co-integrated sector pairs. All of them have a +0.8 180-day correlation coefficient. Also, they all have a sufficiently linear 180-day price scattered chart showing the nature of their high cointegration.








Closely correlated &amp; co-integrated sector pairs in Korea

Name
Ticker
Name
Ticker
180-day correlation


Shinhan Financial Group Co., Ltd.
055550
KB Financial Group Inc
105560
0.96105


LG Uplus Corp
032640
SK Telecom Co Ltd
017670
0.89928


Kia Corp
000270
Hyundai Motor Co
005380
0.86689


Celltrion HealthCare Co Ltd
091990
Celltrion, Inc.
068270
0.85053


BGF Retail Co Ltd
282330
GS Retail Co Ltd
007070
0.77600


Hyundai Department Store Co Ltd
069960
Shinsegae Inc
004170
0.93278

Source: KRX

In the light of the short-selling resumption next week, these sector pairs will likely draw attention.Then, which pair is at an extreme sigma (±2.0σ) on a 20-day moving average? At the last close, three pairs come on the radar.
Shinhan Financial and KB Financial: +2.16σ
Kia Corp and Hyundai Motor: -2.04σ
Hyundai Department Store and Shinsegae: -1.81σ












Sigma (σ) on a 20-day moving average
Today
T-1
T-2
T-3
T-4
T-5


Shinhan Financial Group Co., Ltd./KB Financial Group Inc
2.16
2.54
1.79
1.11
0.18
-0.23


LG Uplus Corp/SK Telecom Co Ltd
-0.25
-0.10
-1.61
-1.64
-1.42
-2.09


Kia Corp/Hyundai Motor Co
-2.04
-2.00
-1.17
0.00
0.10
-1.08


Celltrion HealthCare Co Ltd/Celltrion, Inc.
-0.31
-0.74
-1.01
-0.06
-0.19
0.51


BGF Retail Co Ltd/GS Retail Co Ltd
0.24
-2.10
-2.56
-2.32
-0.02
0.47


Hyundai Department Store Co Ltd/Shinsegae Inc
-1.81
-2.31
-2.53
-1.73
-1.32
-0.04

Source: KRX

Out of these three pairs currently at ±2.0σ, the Kia Corp/Hyundai Motor pair deserves special attention as mean reversion appears already in progress for the other two pairs.

Korea Pair Trade Idea: 6 Closely Correlated & Cointegrated Sector Pairs

South Korea

Shinsegae Co., Ltd. operates department stores in South Korea.  The Company retails food, clothing, household goods, electronics, and other items through several branch stores.

Lotte Shopping Co., Ltd. operates department stores and discount stores in South Korea.  The Company retails clothing, household goods, foods and other items through several branches.  Lotte Shopping also operates supermarkets and movie theaters.

GwangjuShinsegae Co., Ltd. manages department store in Gwangju city located in southwest of Korea.  The Company's merchandise includes men and women's clothes, foods, and consumer goods.

Bubang Co., Ltd manufactures and distributes household electrical appliances, especially rice cooker and steamer.

SAVEZONE I&C Corp. operates discount stores that sell consumer products, foods, clothing, and appliances.  The Company also runs a community center, which offers cultural services.

VenueG Co.,Ltd. operates a department store and discount store. The Company markets food, clothing, appliance, and household products. VenueG also operates real estate development business.

Daegu Department Store Co., Ltd. operates a department store in Daegu. The Company also sells its goods through a Internet shopping mall.

Hyundai Home Shopping Network Corporation  mechandises consumer products. The Company's products include clothes, home appliances, food, and luxuries. Hyundai Home Shopping retails through TV home shoppoing channels, catalogs, and the Inte rnet shopping mall.

Hyundai Home Shopping Network (057050 KS)

Shinsegae International Co., Ltd. was spun off from Shinsegae in 1996.  The company imports and distributes famous foreign brands and manufactures/distribut es domestic brand.  The Company's line of business includes the wholesale distribution of men's and women's apparel.

CJ ENM, Ltd. retails clothes, kitchen utensils, home appliances, and jewelry.  The Company sells its merchandise through TV home shopping channels, catalogs, and the Internet shopping mall.  CJ ENM operates cable television business through a subsidiary.

V-Mart Retail Limited owns, operates, and franchises a chain of family lifestyle stores in India. The Company operates medium sized hypermarket format retail stores that sell clothes, accessories, and footwear for men, women, and kids; cosmetics, luggage, toys, and games; and food, non-food, and staple items.

Dashang Group Co., Ltd. owns and operates department stores in the northeast of China.  The Company also provides entertainment and food services.

Groupon, Inc. operates a shopping website that shares information on local goods, services, and cultural events for businesses and consumers worldwide. The Company provides information on activities, travel destinations, consumer products, and live events.

Rainbow Department Store Co., Ltd. operates chain department store.  The Company operates retail department stores and franchises shopping malls.

Chengdu Hongqi Chain Company Limited operates convenience stores chain. The Company's main products are food, alcoholic drinks and tobacco, and other daily necessities.

Wuhan Department Store Group Co., Ltd. owns and operates department stores. Through its subsidiaries, the Company also invests in real estate development, property management, and food services.

Wuhan Department Store Group Co Ltd. (000501 CH)

Bukalapak.com PT Tbk provides e-discretionary services. The Company offers range of electronics, food, shoes, apparel, watches, bags, cosmetics products, and other accessories. Bukalapak.com serves customers in Indonesia.

Nanjing Xinjiekou Department Store Co. Ltd. operates department stores in Nanjing, Jiangsu.  Through its subsidiaries, the Company also develops real estate and manufactures pharmaceuticals.

Nanjing Xinjiekou Department S (600682 CH)

Hangzhou Jiebai Group Co., Ltd. operates department stores, invests in import and export trading, operates hotels, and provides advertising services.

Beijing Cuiwei Tower Co. Ltd. retails diversified products. The Company sells apparel, jewelry, cosmetics, sports products, home appliances, handicrafts, photographic equipment, household goods, and other goods through its department stores. Beijing Cuiwei Tower also provides online sales services.

Hyundai Department Store Co., Ltd. operates department stores under the name of Hyundai Department over nationwide.  The Company also produces home shopping programs for cable channels and sells merchandise through home shopping programs.

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

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52-week Range

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