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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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Introducing our MT5 EA: Designed with advanced algorithms and utilizing deep learning technology, our Expert Advisor (EA) is crafted to assist you in the intricate world of forex trading. The system analyzes market behaviors and conducts transactions based on specific criteria, empowering you to engage with market trends more effectively. With the backing of nearly a decade of data, the EA employs deep learning to examine past market conditions, aiming to provide enhanced decision-making. Recom
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Marzena Maria Szmit
Experts
The Bitcoin Robot  MT4 is engineered to execute Bitcoin trades with unparalleled   efficiency and precision . Developed by a team of experienced traders and developers, our   Bitcoin Robot   employs a sophisticated algorithmic approach (price action, trend as well as two personalized indicators) to analyze market and execute trades swiftly with   M5 timeframe , ensuring that you never miss out on lucrative opportunities.   No grid, no martingale, no hedging,   EA only open one position at the sa
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Artem Minchuk
2.55 (11)
Experts
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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Barbaros Bulent Kortarla
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Experts
Smart Funded EA è un consulente esperto progettato per superare le sfide HFT delle società prop che ne consentono l'uso. Quali società prop HFT posso utilizzare? È stato testato su quasi tutte le sfide HFT delle società prop con una percentuale di successo del 100%, come Kortana Fx, Nova Funding, Fast Forex Funds, Infinity Forex Funds, Quantec Trading Capital, Next Step Funded, Msolutionff, Genesis Forex Funds, The Talented Traders, Only Funds, Tradicave e tutte le altre sfide MT4 consentite da
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Fanur Galamov
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Experts
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
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Guillaume Duportal
4.83 (12)
Experts
Darwin Evolution. !! 1490 USD a 990 USD tempo limitato (Offerta valida all'arrivo del prossimo aggiornamento, non perdere tempo ) !!! Non è possibile effettuare il backtest di questo EA, perché MT4 non gestisce le multi-coppie simultanee. Darwin ha bisogno delle 28 coppie per il calcolo degli indicatori !! Descrizioni: - Comprendere l'operazione, vieni a leggere il blog (questo EA riflette la mia filosofia del forex trading ... Se ti piace il mio modo di vedere le cose, allora ti pi
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LEE SAMSON
5 (5)
Experts
Trasforma qualsiasi strategia di trading in una strategia di trading di posizione o scambia le comprovate strategie di trading di posizione basate su RSI e ADR, incluso il sistema di controllo automatizzato del prelievo per le posizioni che si muovono contro di te. Questo EA è un'evoluzione e una semplificazione dell'MRA EA che è stato utilizzato per molti anni per le strategie di trading di posizione insegnate sul sito web Market Structure Trader. Vedi il mio profilo per un collegamento al sit
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Profalgo Limited
5 (5)
Experts
Promozione lancio: Numero limitato di copie disponibili al prezzo corrente Prezzo finale: 990$ NOVITÀ: ottieni 1 EA gratis!   (per 2 account commerciali) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files Benvenuto in DayTrade Pro Algo!   Dopo anni di studio dei mercati e programmazione di diverse strategie, ho trovato un algoritmo che ha tutto ciò di cui ha bisogno un buon sistema di trading: È indipendente
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Thi Thu Ha Hoang
5 (12)
Experts
Ti sei mai chiesto perché la maggior parte degli esperti consulenti non è efficace nel trading reale, nonostante la loro perfetta performance nei backtest? La risposta più probabile è Over-fitting. Molti EA vengono creati per 'imparare' e adattarsi perfettamente ai dati storici disponibili, ma falliscono nel prevedere il futuro a causa di una mancanza di generalizzabilità nel modello costruito. Alcuni sviluppatori semplicemente non conoscono l'esistenza del Over-fitting, o ne sono a conoscenza
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Andrey Kozak
5 (1)
Experts
Price reduced for 7 days to $147 Then the price will be $230 PowerFul 1 Min Scalping System - Automatic Robot Scalper for Trade on the XAUUSD currency pair (the robot trades in other currency pairs, but gets the best results in gold). Recommended time periods M5 . The minimum initial balance is from $ 500. This robot automatically determines the points of price turning and sets several deferred orders in the likely future direction of the trend. If the price does not unfold in the right directi
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Ho Tuan Thang
4.63 (8)
Experts
ONLY 3 COPIES OUT OF 10 LEFT AT $299! After that, the price will be raised to $399. Limited price $299 is only for 10 first sales. After 10 sales, the price will be raised +$100. Final price for Gold Trading Algo is $1999. - REAL SIGNAL: Default Setting:  https://www.mql5.com/en/signals/2217326 Real operation monitoring as well as my other products can be found here:     https://www.mql5.com/en/users/tuanthang/seller IMPORTANT! Contact me immediately after the purchase to get instructions and
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Naleli Jubert Matjelo
1 (1)
Experts
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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Naleli Jubert Matjelo
1 (1)
Indicatori
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
Triangular Statistical Arbitrage Indicator
Naleli Jubert Matjelo
Indicatori
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.

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Versione 1.1 2022.05.28
Fixed some bugs and addressed some pressing issues from clients.