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Triangular Statistical Arbitrage Robot

1

NOTE: This robot trades three 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.

Triangular Statistical Arbitrage Robot is an expert advisor executable on any PC running Metatrader 4. A linear regression is applied on three instruments’ (i.e. Stocks or Forex symbols) historical prices and the cointegration test is performed on the residual from the regression. The three chosen symbols A, B & C must obey a triangle rule A = B*C (e.g. EURUSD = EURGBP*GBPUSD). If the three instruments are cointegrated then the residual will be a stationary process which is a lot more predictable than the individual instrument price which is often nonstationary 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 an extremely low risk and small but 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 (unique) 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 three 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 three 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 three 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. For safety stick with higher model sizes (>500) and higher timeframes (>= 1Day).


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The XG Gold Robot MT4 is specially designed for Gold. We decided to include this EA in our offering after   extensive testing . XG Gold Robot and works perfectly with the   XAUUSD, GOLD, XAUEUR   pairs. XG Gold Robot has been created for all traders who like to   Trade in Gold   and includes additional a function that displays   weekly Gold levels   with the minimum and maximum displayed in the panel as well as on the chart, which will help you in manual trading. It’s a strategy based on  Price
TopBottomEA
lizhi fu
4.8 (54)
Experten
Special Offer Day: $ 598 for one day only, after which it goes back to $ 1,198 . TopBottomEA's advantage: the first support for small capital work EA, real trading for more than 4 years; this EA based on volatility adaptive mechanism, only one single at a time, each single with a stop-loss, an average of about 4 orders per day, holding a single length of 12 hours or so, with a limit of $ 20 principal challenge backtesting ran through more than 10 years. Every interval of three days to increase
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Ho Tuan Thang
4.91 (138)
Experten
ONLY 3 COPIES OUT OF 10 LEFT AT $99! After that, the price will be raised to $199. HFT  Propfirm Challenge Performance Monitor(Starting from $200) Account Number:  66668979 Server: ICmarketsSC-Demo06 Password: quantumhft1 You will get BONUS  worth $399 after you pass the HFT Prop Firm challenge round Quantum HFT Prop Firm is the EA is designed to pass the competition of HFT Prop Firms.  Please be aware that this Expert Advisor (EA) should not be used with a real account. Its sole pur
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Artem Minchuk
2.55 (11)
Experten
Delving deep into the sphere of finance and trading strategies, I decided to conduct a series of experiments, exploring approaches based on reinforcement learning as well as those operating without it. Applying these methods, I managed to formulate a nuanced conclusion, pivotal for understanding the significance of unique strategies in contemporary trading. Neural network advisors, despite showcasing impressive efficiency in the initial stages, proved to be highly unstable in the long run. Vario
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Fanur Galamov
5 (9)
Experten
Diamond PRO is enhanced powerful version of Diamond for advanced traders. Pro version includes optimized cores, new impoved entry points filters, new multistage profit closure algorithm and сontains number of external control parameter that allows build and fine tune own tradind decisions and algorithms. The system provides more accurate market entries, analyzes and filters upcoming economic news, contains spread protection and an advanced position management algorithm. Main goal of Diamond PRO
Position Trader EA
LEE SAMSON
5 (4)
Experten
Verwandeln Sie jede Handelsstrategie in eine Positionshandelsstrategie oder handeln Sie mit den bewährten RSI- und ADR-basierten Positionshandelsstrategien, einschließlich eines automatisierten Drawdown-Kontrollsystems für Positionen, die sich gegen Sie entwickeln. Dieser EA ist eine Weiterentwicklung und Vereinfachung des MRA EA, der seit vielen Jahren für Positionshandelsstrategien verwendet wird, die auf der Market Structure Trader-Website gelehrt werden. In meinem Profil finden Sie einen Li
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Mansour Babasafary
4.58 (38)
Experten
This expert is based on patterns The main patterns of this specialist are candlestick patterns Detects trends with candlestick patterns It has a profit limit and a loss limit, so it has a low risk The best time frame to use this expert is M30 time frame The best currency pairs to use with this expert is the EURUSD, GBPUSD, AUDUSD, USDCAD currency pairs The price will increase by 100$ after every 10 purchases! Final price 2450$ Get a 50% bonus by buying (or even renting) any of our product
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Thi Thu Ha Hoang
5 (12)
Experten
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Gold Excel
Gregory Hay
4.5 (4)
Experten
Willkommen zu       GoldExcel EA   , Daytrader des Währungspaars XAUUSD (Gold). Von unserem Team entwickelt und für reguläre Konten, gesponserte Requisitenkonten und Requisitenwettbewerbe verfügbar. Nutzen Sie keinen Hochfrequenzhandel. See all products here:   https://www.mql5.com/en/users/fxmanagedforexltd/seller Der Einführungspreis erhöht sich alle paar Wochen. Live $1K account Aggressive :  https://www.mql5.com/en/signals/2133201 Live $5K Low Risk:  https://www.mql5.com/en/signals/2133189 L
AI NeuroX EA MT4
Denis Kurnev
5 (1)
Experten
AI NeuroX EA is an innovative trading advisor based on advanced artificial intelligence technologies, including neural networks and the Perplexity and GPT-4 platforms. This advisor has a unique ability to analyze and predict the dynamics of financial markets using deep learning and advanced algorithms. Thanks to the intuition that even the most experienced traders would envy, AI NeuroX EA is capable of developing unprecedented trading strategies, ensuring excellent performance. This advisor oper
ET9 for MT4
Hui Qiu
5 (3)
Experten
ET9 New on the Market, Launch promo! Only a few copies left at: $599 Next price: $799 Final price: $1599 The Best  Expert Advisor  on   XAUUSD   any timeframes , It can also be used on GBPUSD at the same time！ ET9  for MT4 Updated 4.00 !!   Important update:    Enable automatic closing of profits,  Various parameters of the ET1 strategy can be modified,   Optimized the stability of ET1 strategy Include Free  ET1 for MT4:  https://www.mql5.com/en/market/product/113219 Descriptions ET9 for MT4
Daytrade Pro Algo
Profalgo Limited
5 (5)
Experten
Aktion starten: Begrenzte Anzahl von Exemplaren zum Tagespreis erhältlich Endpreis: 990 $ NEU: Erhalte 1 EA gratis!   (für 2 Handelskonten) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files Willkommen bei DayTrade Pro Algo!   Nachdem ich jahrelang die Märkte studiert und verschiedene Strategien programmiert habe, habe ich einen Algorithmus gefunden, der alles hat, was ein gutes Handelssystem braucht: Es is
Smart Funded Hft
Barbaros Bulent Kortarla
5 (44)
Experten
Smart Funded EA ist ein Expert Advisor, der darauf ausgelegt ist, die HFT-Herausforderungen von Prop-Trading-Firmen zu bestehen, die dessen Einsatz erlauben. Welche HFT-Prop-Trading-Firmen kann ich nutzen? Er wurde mit fast allen HFT-Prop-Trading-Herausforderungen getestet und hat eine Erfolgsquote von 100 % erzielt, wie bei Kortana Fx, Nova Funding, Fast Forex Funds, Infinity Forex Funds, Quantec Trading Capital, Next Step Funded, Msolutionff, Genesis Forex Funds, The Talented Traders, Only Fu
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1 (1)
Experten
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 i
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1 (1)
Indikatoren
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Naleli Jubert Matjelo
Indikatoren
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
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connet
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connet 2023.05.30 00:10 
 

Just a fantasy toy in your dream that it makes money.

Antwort auf eine Rezension
Version 1.1 2022.05.28
Fixed some bugs and addressed some pressing issues from clients.