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QUANT CORNER: US AND EUROPEAN EQUITY PAIR TRADES
The list contains an automated list of potential pair trades among US and European equities. The ten pair trade candidates are ranked according to their absolute (standardised) deviation following a preliminary screening
based on industry group, correlation, cointegration, zero-crossings and half-life.
Monday, February 02, 2015
Price
Trade
size
Position
Release
Industry
47.74 USD
128.40 NOK
-209
530
Short
Long
2/19/2015
2/6/2015
Oil&Gas
Walt Disney Co/The
Comcast Corp
90.96 USD
53.15 USD
-110
180
Short
Long
2/3/2015
2/24/2015
Media
Phillips 66
Royal Dutch Shell PLC
70.32 USD
26.93 EUR
-142
303
Short
Long
4/30/2015
4/30/2015
Oil&Gas
8.1
2.2
0.91
0.06
15
5
-3
Broadcom Corp
NVIDIA Corp
42.44 USD
19.21 USD
-236
493
Short
Long
4/24/2015
2/11/2015
Semiconductors
5.4
2.2
0.83
0.04
15
4
4
Southwest Airlines Co
Ryanair Holdings PLC
45.18 USD
10.40 EUR
-221
786
Short
Long
4/23/2015
2/2/2015
Airlines
CVS Health Corp
Bed Bath & Beyond Inc
98.16 USD
74.77 USD
-102
128
Short
Long
2/10/2015
4/8/2015
106.60 EUR
108.10 EUR
83
-85
Long
Short
2/12/2015
2/26/2015
Helmerich & Payne Inc
Marathon Oil Corp
59.56 USD
26.60 USD
168
-418
Long
Short
4/24/2015
2/18/2015
Oil&Gas
Societe Generale SA
UniCredit SpA
35.84 EUR
5.24 EUR
-247
1621
Short
Long
2/12/2015
3/12/2015
Jyske Bank A/S
HSBC Holdings PLC
298.90 DKK
609.60 GBp
221
-1145
Long
Short
2/24/2015
2/23/2015
Name
Noble Energy Inc
Statoil ASA
Potential
Spread
return* (%)
Correlation
Cointegration
Zerocrossings
Halflife
0.97
0.08
35
4
Charts
Noble Energy Inc vs. Statoil ASA
3
13.0
2.5
2
1
4.5
2.3
0.82
0.09
23
7
0
-1
Dec
Jan
Jan
Jan
Jan
Jan
Jan
Dec
Dec
Dec
Nov
Nov
Oct
Nov
Oct
Oct
Sep
Sep
Sep
Aug
Aug
Aug
-2
Walt Disney Co/The vs. Comcast Corp
3
8.0
1.9
0.85
0.07
17
6
2
1
0
Retail
4.3
1.8
0.90
0.04
19
6
-1
-2
-1.9
0.98
0.01
11
7
Banks
4.3
1.8
0.98
0.04
27
4
Banks
4.7
-1.7
0.84
0.04
19
6
Dec
Dec
Nov
Nov
Nov
Oct
Phillips 66 vs. Royal Dutch Shell PLC
3
10.6
Oct
8
Oct
17
Sep
0.09
Sep
0.84
Sep
-1.8
Aug
3.6
Aug
Beverages
Aug
-3
Pernod Ricard SA
Anheuser-Busch InBev NV
2
1
0
-1
-2
-3
Source: Bloomberg, Saxo Bank
Note: Please see page 2 for descriptions.
SAXO BANK A/S | PHILIP HEYMANS ALLÉ 15 | 2900 HELLERUP | PHONE: +45 3977 4000 | WWW.SAXOBANK.COM | CVR NR: 15 73 12 49
BEHIND THE PAIR TRADES SCREENER
Jan
Jan
Jan
Dec
Dec
Dec
Nov
Nov
Nov
Oct
Oct
Oct
Sep
Sep
Sep
Aug
Aug
Aug
-4
Jan
Jan
Jan
Jan
Jan
Dec
Jan
Dec
Dec
Nov
Nov
Oct
Nov
Oct
Oct
Sep
Sep
Sep
Dec
Dec
Dec
Nov
Nov
Nov
Oct
Oct
Oct
Sep
Sep
Jan
Jan
Jan
Dec
Dec
Nov
Nov
Nov
Oct
Oct
Oct
Dec
Dec
Nov
Nov
Nov
Oct
Oct
Oct
Sep
are accepted.
Sep
-3
Aug
-2
values indicate mean-reversion. Only pair-trade candidates with both cointegration p-values below 0.10
Half-life: The estimated number of trading days it takes the spread to revert one-half the way to the
Aug
-1
Cointegration: The p-values from the Augmented Dickey-Fuller and Philips-Perron tests. Briefly put, low
pair-trade candidates with at least ten zero crossings are accepted.
Jyske Bank A/S vs. HSBC Holdings PLC
0
horizons are accepted.
Zero-crossings: The number of times the residual time series crosses zero in the sample period. Only
Jan
1
Jan
months. Only pair-trade candidates with have correlations above 0.75 at both the three - and six-month
Jan
Correlation: The correlation between the two securities' price series over the previous three and six
2
Dec
3
Dec
* Price(equity B)[i] + error[i] where the intercept is forced to zero and i = 1, 2, ..., 126.
Sep
Aug
Jan
Jan
Jan
Dec
Dec
Dec
Nov
Nov
Nov
Oct
Oct
Oct
Sep
-2
Sep
-3
Sep
by position-weighing the returns for each position leg while the other is held constant.
Aug
-1
Aug
0
-2
Aug
-1
Sep
1
Sep
2
0
Potential return: The approximate return (*ex costs) earned if the spread reverts to zero. It is calculated
Spread: The last residual (standardised to unit variance) of the OLS regression: Price(equity A)[i] = beta
Sep
Aug
Jan
Jan
Jan
Dec
Dec
Dec
Nov
Nov
Nov
Oct
Oct
1
Sep
Industry: The Bloomberg Industry Classification System (BICS) level II classification of the security.
Societe Generale SA vs. UniCredit SpA
3
Aug
Release: The next expected company earnings release.
Helmerich & Payne Inc vs. Marathon Oil Corp
2
Aug
Position: The directional bet on each leg of the pair trade.
Oct
-3
Sep
Trade size: The number of shares to be long/short in each leg of the pair trade to equal an investment of
Sep
-2
-3
Sep
-2
Aug
Price: Last available price in local currency.
Aug
-1
Aug
0
-1
Aug
1
Aug
2
1
USD 10,000. The trade sizes can be scaled up and down depending on individual preference.
Aug
Aug
Jan
Jan
Jan
Dec
Dec
Dec
2
0
Name: Security name.
Pernod Ricard SA vs. Anheuser-Busch InBev NV
3
Aug
DATA EXPLAINED
CVS Health Corp vs. Bed Bath & Beyond Inc
3
Aug
top-ten list of candidates is unchanged - only the spread values and charts are updated.
Nov
Every Monday the screener is run and the top-ten candidates are selected. Tuesday through Friday the
Nov
-3
Oct
-2
-3
Nov
-2
Oct
-1
Oct
0
-1
Sep
currency risk.
1
0
Sep
ranks equity pairs based on the last trading day's (aboslute) standardised residual. The screener ignores
1
Sep
are included in the search for potential pairs. The screener uses a look -back period of six months and
2
Aug
600) for potential pair trade candidates. Only equities, which are not currently on a short -restriction list,
Southwest Airlines Co vs. Ryanair Holdings PLC
3
2
Aug
Screens a selected list of well-known equities from three indices (S&P 500, Nasdaq 100, and EuroSTOXX
Broadcom Corp vs. NVIDIA Corp
3
Aug
BEHIND THE PAIR TRADES SCREENER
Chart information
On Monday the charts show the in-sample standardised residuals from the last 126 trading days (six months) for each of the ten
pair-trade candidates.
mean. Only pair-trade candidates with a half-life smaller than or equal to 10 (two trading weeks) are
On Tuesday through Friday the charts show the most recent ten trading days with the red dot marking the residual using closin g
accepted.
prices from the previous Friday followed by the up-to-date performance for each of the ten pair trades.
NON-INDEPENDENT INVESTMENT RESEARCH
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