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Cointegrated Pairs Trading Robot

IMPORTANT NOTE: This robot trades two or more symbols at the go and as such it can not be tested with strategy tester in Metatrader 4. The reason being that Metatrader 4 strategy tester cannot synchronize price timing for more than one symbol at the time. To test this robot successfully, one has to run it in real-time on a demo account and monitor it for days.

Cointegrated Pairs Trading Robot is an expert advisor executable on any PC running Metatrader 4. A linear regression is applied on two instruments’ (i.e. Stocks or Forex symbols) historical prices and the cointegration test is performed on the residual from the regression. If the two instruments are cointegrated then the residual will be a stationary process (i.e. white noise) which is a lot more predictable than the individual instrument price which is often nonstationary (i.e. random walk) thus hard to predict. This robot is based on trading such a stationary residual process whereby it exploits the mean-reversion property of stationary processes. That is, when conditions allow, the robot will always bet on the residual crossing the mean from time to time.

In its usage, the user will need to register with one broker of choice. It is recommended that there be $50 for every 0.01 lots (standard). Now given that this robot opens a pair of orders in each of its entry phase, the minimum deposit will be between $150 and $200. Withdrawals should be made with care not to violate the funds-to-lot relationship as stated above. This model has a sufficiently low risk and good returns in a long run. However, the entry opportunities are rare (i.e. can go several days without any good entry for one chosen pair of instruments) so the user might compensate for this by trading several pairs to make up for the rareness of the entry & exit opportunities.


Input Parameters:

1.  N is the data size for building cointegration model.

 

2.  OpMode selects operation mode from four (values 01, 02, 03 & 04).


3.  Magic & magik are magic numbers (should never be the same) used to uniquely identify trades opened by this robot. As such, every magic number should be a uniquely chosen positive integer. 

 

4.  MaxRatio limits the slope relating the two traded instruments.

 

5.  CurLevel is the current level of residual process relative to Standard deviation.

 

6.  LimLevel is the maximum level you allow the residual process to reach. This level acts as a stop loss level since everything is closed at this level.

 

7.  AlertsOn allows you to either see or hide Alerts during the robot operation.

 

8.  ModeDemo is the switching Boolean parameter. When true the model will work on Demo accounts but if false, it will work on live accounts.

 

9.  Lots is the nominal lot size. Minimum usually 0.01.

 

10.       Scale is a scaling factor used to modify the Standard deviation when necessary (i.e. When standard deviation is less that spread of the two instruments the it has to be scaled up to avoid all profits being taken up by spread).

 

11.       Multiplier works in a similar spirit to Scale but rather than being multiplicative on Standard deviation, it is additive to it. That is, it multiplies the total spread and add it to Standard deviation to bias/threshold it.

 

12.       pVThreshold is the threshold for p-Value (in percentage) above which the cointegration is considered weak and trading stops.

 

13.       RSThreshold is the threshold for R^2 goodness of fit measure below which trading will not happen.

 

14.       CCThreshold is the threshold for correlation coefficient measure below which no trading will happen.

 

15.       MarginLevel sets the minimum Margin level below which trading stops. 

 

16.       Symbols are two instruments to be tested for cointegration and traded if the test succeeds.


17.       Username and Password already provided by default.

 

18.       TFrame is the time frame for the price data used.

 

19.       Update is the time frame for updating the cointegration model.


20.      Parallelism allows EAs to run in parallel. 

With smaller model sizes the standard deviation tends to become small and if it is so small that it is on the order of the instrument spread then the system will result in losses due to symbol spread. As shown in the last figures above, model size reduction is only sensible when the symbol spread is very close to zero or exactly zero. For safety stick with higher model sizes (>500) and higher timeframes (>= 1Hour).

 


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ATS Advisor
ATS Advisor
Ivan Bebikov
The MT5 version of the expert Advisor is here -  https://www.mql5.com/en/market/product/54481 (In MT5 and MT4 versions, there may be slight differences due to the implementation of the code on MT5) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Fully automatic adviser, with a system for recovering from losses. The strategy is based on the breakdown of signific
499 USD
EA Night Scalper
EA Night Scalper
Leonid Arkhipov
Night Scalper 2021 以這個價格,3還剩5份。 接下來的10個副本為$ 300。 ️   給買家的重要信息!!! 如果您購買了“ Night scalper”,請確保將自己添加到電報組中。 在小組中,您將獲得全力支持。 在下面的廣告中鏈接。 EA在亚洲时段工作。 全自动。 这是一个专业的黄牛谁不使用任何危险的交易方法。 适用于大大小小的账户。 只交易固定手数。 每笔交易都必须受到止损的保护。 该机器人使一个很好的利润,只有在长期。 它可能在中立区一段时间。 由于多币种,任何损失都很快恢复。 你不需要害怕止损,这是交易系统的一部分。 另请注意,新闻过滤器在测试过程中不起作用! 去年的所有测试结果都在这里:  test results 要求:账户 类型:零点差或最小点差的ECN(浮动点差的标准账户不适合!) 推荐经纪商:ic markets,piperstone,axitrader和其他有信誉的ECN经纪商。 货币对: AUDCAD / EURCAD / EURCHF / EURGBP / GBPCAD / GBPCHF / USDCHF / USDJPY 时间框架:M
250 USD
Bear Vs Bull
Bear Vs Bull
Steven Anderson
Bear Vs Bull is a fully automatic Scalping Expert Advisor based on price action. The EA strategy trades purely price action with no lagging indicators which has a highly developed trading algorithm programmed that has passed through extensive testing over many years. Best used with Major Pairs GBPUSD, EURUSD, AUDUSD, USDJPY and is best used with reputable Low Spread ECN Brokers. All orders are protected by stop loss. Real Account Monitoring: https://www.mql5.com/en/signals/300687 PM me for set
349 USD
Trend Scalp Pro
Trend Scalp Pro
Sara Sabaghi
20 Copy for 128$ and 20 copy for  168$ SOLD OUT ! Price is 240$ for only 14  of 20 copies   , Next and final price is 320$ Live Monitoring   This Is a a full feature pro version - You can enjoy free version HERE Many traders don't trust robots... they Just use technical analysis and make manual orders. So what happens if this technical analysis for make the best decision, working AUTOMATIC!       Yes. We do that.   Trend Scalp Pro   is achieved from 10 years of experience and rese
240 USD
Gold Stallion
Gold Stallion
Antonis Michos
BIG UPGRADE :    ️ ️ ️ ️   1.A SECOND STRATEGY is ADDED as an option for MORE TRADES !!!!! 2.Added aggressiveness of SECOND strategy with values 3 to 1.(1 is the most aggressive) I do not recommend aggressive if account is lower than 5000$ . 3.Guidance (optional) for SEMI AUTO feature.     ️ ️ ️ ️   OFFER: Buy one of the Gold Stallion or Gold Kangaroo or Unstoppable AND GET ONE MORE FOR FREE from the rest of my products ***.!!! ***You can not mix th
159 USD
Invesard GBPUSD
Invesard GBPUSD
Lorenz Vauck
2/5 copies left at $497 (next price: $597) NEW! Verified Reference Live Account NEW! Telegram Chat Dear Investor, my name is Lorenz Vauck, or as some may know me: Geektrader, from Germany. I am a trader and system developer since 2008 and in the last 13 years, I´ve developed thousands of trading systems and managed private funds at several different brokers. My main goal when developing a system is stable growth under any market condition. All my systems have to pass strict criteria in term
497 USD
GOLD EAgle mt4
GOLD EAgle mt4
Evgenii Aksenov
One Copy left for $395 !!! Next price $495     User's Manual:   here           Live signals:     here          Our programs :  here            Subscribe to our  Telegram This GOLD EAgle is created for the XAUUSD (GOLD). This is a trend strategy that uses the   TrendLine PRO   indicator and trades on the M1-M15 timeframes The EA has a mobile trading panel for managing auto-trading functions and the ability to open trades manually. All trades opened by the trader in manual mode will
395 USD
Luminary
Luminary
Cutting Edge Forex LLC
Spring Sale Today Only. Final price $599. Want to buy Luminary for $249? DM for more information.  Why limit yourself to 1 single strategy that is at the whim of the market, prone to long periods of drawdown and loss? Now you can release an army of strategies that can handle any market situation. Trending, volatile, range bound, it doesn't matter. Using standard indicators with price patterns Unique to EURUSD Luminary dominates in all conditions.  Luminary operates on the EURUSD 1 hour chart.  
299 USD
IPRO Zar EA
IPRO Zar EA
Paul Reymkhe
                           B ULL   B EAR   I NNOVATION                  ️ Technology To Success ️                                     LAUNCH PROMO - 35% SALE !  -  on request we have decided to offer 5 LAST COPIES - 2 LEFT!                          After all the years of hard research, development and testing, we present to you o
479 USD
Red Hawk EA
Red Hawk EA
Profalgo Limited
!! ONLY 1 LEFT AT 349$ !! NEXT PRICE: 399$ MT5 VERSION CAN BE FOUND HERE FOLLOW LIVE RESULTS HERE Red Hawk is a "mean reversion" trading system, that trades during the quiet times of the market. It runs on 9 pairs currently: EURUSD, GBPUSD, USDCHF, EURCHF, EURGBP, AUCAD, AUDJPY, EURAUD and USDCAD. Recommended timeframe: M5 Since this kind of strategy works best with low spread and fast execution, I advise using an good ECN broker. Recommended broker:  ICMarkets.com  or Alpari.com Recomm
349 USD
Hippo Trader Pro
Hippo Trader Pro
Michela Russo
30% discount only today (299 -> 199) Hippo Trader Pro is a trading robot  for the trading on forex. This is a Trend Following system that trades mainly during Asian and European Session. The EA has been subjected to  stress tests  for a period of  17 years  and  passes every year  with a very advantageous profit/drawdown ratio. Important Information Revealed By  purchasing  this Expert Advisor you are entitled  to receive a free copy  of  Another EA ! (All future updates included) -> To Recei
199 USD
London Pride EA
London Pride EA
Dmitrii Golubev
Live Signal   https://www.mql5.com/en/signals/943594 Telegram Channel     https://t.me/Successful_Forex_EA  Recommended VPS:   https://ruvds.com/pr5256 Recommended Broker:   https://ru.weltrade.com/?r1=ipartner&r2=36541 London Pride is a high-end, totally automated Expert Advisor specifically devised to trade with GBPUSD currency pair. It is ideal for working on M15 timeframe. The EA uses sophisticated machine learning and self-adaptive algorithms to bring your trading performan
499 USD
Pinpoint EA
Pinpoint EA
Ryan Brown
The Pinpoint EA is the result of 6 months of work to build an EA that's able to safely recover a losing trade over 17+ years of backtesting. The Pinpoint has a 94% win rate and has never lost more than 2 trades in a row in 17 years of testing on the GU and EU.  The EA trades almost on daily basses and churns out a profit every week! Pinpoint V1.9 Backtest data shows a 94% win rate over 17 years! Projected monthly profit of 2.5% a month (default settings) Trades every week Trades the EURUSD & G
397 USD
North East Way EA
North East Way EA
PAVEL UDOVICHENKO
ONLY 5 COPIES OUT OF 10 LEFT AT $ 2738 ! After that, the price will be raised to $3419. My telegram channel:   https://t.me/new_signals My telegram contact:  https://t.me/paveludo My WeChat ID: PavelUdo North East Way EA  it is a fully automated “pullback” trading system, which is especially effective in trading on popular “ pullback ” currency pairs: AUDCAD, AUDNZD, NZDCAD. The system uses the main patterns of the Forex market in trading - the return of the price after a sharp movement in an
2 738 USD
Reindeer Scalper Pro
Reindeer Scalper Pro
Michela Russo
Reindeer Scalper Pro is at   discount Price only Today, at 60%   of the Original Price!  (target price $1499) Reindeer Scalper Pro is a trading robot  for the trading on EURUSD, GBPUSD and XAUUSD ( Gold ). This is a mix of Trend Following and Counter Trend system.   Backtest Now! All Trades are covered by StopLoss and TakeProfit . Important Information Revealed By  purchasing  this Expert Advisor you are entitled  to receive a free copy  of Hippo Trader Pro ! (All future updates included) -
449 USD
AW Recovery EA
AW Recovery EA
Alexander Nechaev
Advisor is a system designed to restore unprofitable positions. Simple setup, delayed launch during drawdown, locking, disabling other expert advisors, averaging with trend filtering and partial closing of a losing position built into one tool. The system of automatic calculations will prepare the settings in a few clicks. The use of partial closing of losses allows you to reduce losses with a lower deposit load, which ensures a more secure work with losses, in contrast to the grid strategies o
145 USD
EA Spectr
EA Spectr
Fanur Galamov
Limited offer  price $149. Next price $249. Final price $499. EA Spectr is an automated professional multi-currency expert advisor that designed for long-term profitable trading. The EA continuously controls price movements and makes accurate trades based on market patterns, trend and technical indicators. The Ea contains a flexible news filter, high spread protection, separate time and days trading filters and allows to work with automatic and fixed trading lots. Each Ea trade is c
149 USD
Aura Turbo
Aura Turbo
Stanislav Tomilov
Price: $300 3 of 10 copies left at this price Next price $400 Signal MT4  https://www.mql5.com/en/signals/954082       >>>> Settings file with a Stop Loss   Signal MT5   https://www.mql5.com/en/signals/967587 Telegram channel:  https://t.me/aura_gold_ea Aura turbo is a unique grid expert based on deep machine learning, hyperparameter search technology. In machine learning, hyperparameter optimization or tuning is the problem of choosing a set of optimal hyperparameters for a learning algorithm.
300 USD
Matrix EA
Matrix EA
Nguyen Van Tuyen
>>>>>>>>>>>>>>>>>>>>  PRICE $360 (ONLY 10 COPIES LEFT) NEXT PRICE $599  <<<<<<<<<<<<<<<<<<<                            A 2-day off event with MatrixEA priced at just $ 199 buy right before the price rebounds back to $ 360 MatrixEA is a fully automatic expert built for the  EURCHF, EURAUD, USDCHF  currency pair. MatrixEA does   not use  Martingale and Grid, All Trades are covered by  StopLoss  and   TakeProfit .  MatrixEA has been tested for more than  10 years  in Stra
199 USD
Firestarter
Firestarter
Stanislav Tomilov
Price: $350 7 of 10 copies left at this price Next price $350 Live signal: #1  https://www.mql5.com/en/signals/958699     Live signal: #2 https://www.mql5.com/en/signals/971033 Telegram channel:  https://t.me/aura_gold_ea Firestarter is an advanced, fully automated Expert developed to trade with EURUSD and EURJPY. The Expert Advisor is based on the same logic as the Euromaster , but uses a different trading time, timeframe and set of indicators to enter the market. Firestarter uses unique artif
350 USD
VR Smart Grid
VR Smart Grid
Vladimir Pastushak
VR Smart Grid –是Metatrader终端的多功能顾问,允许通过权证网络进行交易。 顾问的算法使沿着趋势和逆趋势构建智能网络成为可能。 趋势交易的构建是为了让每个新订单只有在以前的订单在利润区域有止损时才开立。 针对这一趋势进行交易是为了以盈利关闭无利可图的头寸。 顾问有大量的环境,允许保守、积极或扩大金融工具的交易。 该顾问的第一个版本是在2009年编写的,该程序正在不断改进和现代化。 设置、set 文件和群组帮助. @telegram 来自开发者的新闻 @telegram 顾问的优点 VR Smart Grid 易于设置 适合初学者和专业人士 顾问自动清点佣金和掉期 可与任何金融工具(Forex, Crypto, CFD, Futures, Metals)一起使用 可以在策略测试器中进行优化 可以在任何时间段内进行交易 有多种交易模式,顺势而为,逆势而上 具有多种平均模式,包括智能和部分平均 顾问的算法 根据您选择的交易策略,参赞 可以持续交易,而无需等待交易策略信号,也可以等待交易信号 策略,信号可以应用于交易的开始和随后的在线订单。参赞使用订单网
199 USD
Gold Kangaroo
Gold Kangaroo
Antonis Michos
BEFORE TESTING or LIVE you must download history of the PAIR IN 1M / 5M and 1H IMPORTANT : ️ ️ ️ LAST VERSION 3.5 is quite active and produces many trades as per customers' requests. ️ ️ ️  VERSION 3.0 and 2.9 IS much more  'SAFE' VERSIONS  BUT  WITH LESS TRADES. I will give version   3.0 AND 2.9   for free to whoever wants and with UNLIMITED ACTIVATIONS.(a screenshot of purchased product is required in personal message) A new LIVE signal for monitoring Kangaroo along
129 USD
作者的更多信息
Model Leupa
Model Leupa
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Leupa is a forex trading system model packaged into an expert advisor (robot) executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between forex instruments. In the case that there is stro
280 USD
Model Lebatama
Model Lebatama
Naleli Jubert Matjelo
This expert advisor use stochastic indicator to spot potential trading opportunities. In the case that the price goes against the predicted direction, the expert advisor resort to a defensive grid trading style which can last until the price turns back to the predicted direction. This expert advisor is recommended for cent accounts and micro accounts. Every 100 usd or equivalent (atleast) should be reserved for trading one symbol with starting lot size of 0.01 lots (minimum possible).
280 USD
Model Lehoere
Model Lehoere
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Lehoere is a forex trading system model packaged into an expert advisor (robot) executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between forex instruments. In the case that there is st
280 USD
Model Lempetje
Model Lempetje
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Lempetje is a forex trading system model packaged into an expert advisor (robot) executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between forex instruments. In the case that there is st
280 USD
Model Lenoabo
Model Lenoabo
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Lenoabo is a forex trading system model packaged into an expert advisor (robot) executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between forex instruments. In the case that there is st
280 USD
Model Lelothoane
Model Lelothoane
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY INDICATOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Lelothoane is a forex trading system model packaged into an indicator executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between two forex instruments. In the case that there is strong eviden
280 USD
Model Lelora
Model Lelora
Naleli Jubert Matjelo
NOTE: THIS IS A MULTICURRENCY EXPERT ADVISOR AND AS SUCH MAY NOT BE COMPARTIBLE WITH MT4 BACKTESTING. EASIEST WAY TO TEST IT IS BY SIMPLY RUNNING IT IN REAL-TIME ON MT4. Model Lelora is a forex trading system model packaged into an indicator executable on a PC running Metatrader 4. The model exploits the mean-reversion property of stationary processes. Stationarity is determined or confirmed by performing cointegration tests between three forex instruments that form a triangle (i.e have a prod
280 USD
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版本 1.1 2021.04.16
Now allows running multiple instances of the robot by choosing the appropriate value for a new input variable named "Parallelism".