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Pairs Trading Expert

This expert advisor implements the conventional quantitative trading algorithm known as Pairs Trading. It operates by identifying a hedge ratio between two correlated trading symbols, thereby generating a synthetic stationary symbol suitable for trading through a mean-reversion strategy. The expert advisor dynamically computes the optimal hedge ratio for the selected symbols and initiates synthetic BUY/SELL positions when the spread of the synthetic price deviates from the mean level, reaching either negative or positive extremes. The underlying hypothesis posits that the synthetic symbol will revert to its mean value, prompting the closure of the basket and realization of profits.

Two levels of the standard deviation as entry points can be set by the user in the input settings. The EA will then open a basket of positions at these entry levels. The user can also specify at which level of the standard deviation the EA shall close the basket, by default it is set to zero (mean level). The base symbol lot size can be adjusted by the user while the hedge lot size will be automatically calculated by the EA to maximize the probability of mean-reversion.

The EA works with any two symbols of any markets (Forex, Stocks, etc.). However, if you are going to use it on Forex market, it is highly recommended to choose two symbols with one currency in common, for example, attach the EA to USDCAD chart (base symbol) and set the hedge symbol = AUDUSD in the input settings. Note that the base symbol is always the chart's symbol that you attach the EA to.

Input Settings Description

  • Hedge Symbol (string): The hedge symbol name that exists in the Market Watch. Default is empty, if you leave it empty the EA will choose AUDUSD by default.
  • Exit Std Level [0, inf) (double): The standard deviation level at which the EA will close a basket. Default is zero (mean level).
  • Entry Std Level (0, inf) (double): The standard deviation level at which the EA will open the first basket. Default is 1.0.
  • Lot Size Scaler (double): The base symbol lot size. Default is 1.0.

Notes:

  1. The default input settings (that is, Exit Std. Level and Entry Std. Level) need to be optimized for each two symbols of choice.
  2. For optimizing the Exit and Entry levels, it is recommended to use the range from [0, 3.0] with 0.1 steps.
  3. Not all combinations of symbols would be profitable as they might not exhibit any correlation/cointegration!
  4. The EA uses the open price of each candle/bar, so in the strategy tester set Modelling to Open prices only, this is not a requirement, but accelerates the back testing of the EA.


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Fully automatic Advisor Portfolio for   XAUUSD (Gold)  MT5 . Timeframe   h1   - all basic strategies; Timeframe   m30   - additional strategies. I use this Advisor in my Portfolio on a prop company. I also use it in my Portfolio here I created the Advisor entirely for myself for trading on large accounts, from $60,000 and up. The Advisor is a giant ready-made portfolio that contains all profitable trading strategies specifically for Gold. Advisor trading principle: In some plann
Automatic advisor for the   GBPJPY   currency pair.  Timeframe   H1. MT5 Hedging accounts only I created this advisor specifically for prop company. All the efforts of five years went into creating a safe product.  The Advisor consists of 22 small advisors and is a ready-made Portfolio. I also use the advisor in my portfolio trading: Live trading of my portfolio Attention:   The advisor uses three large trading strategies (!): Trend trading; Reverse trading (on the reverse price movement); Trad
XG Gold Robot MT5
Marzena Maria Szmit
4.3 (76)
The XG Gold Robot MT5 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 Action, Cycle S
Introducing   Trade Vantage : Professional Market Analyst Trade Vantage   is a highly effective analytical tool that uses a specialized algorithm for trading on the Forex and cryptocurrency markets. Its operating principle is based on price analysis for a certain time interval, identifying the strength and amplitude of price movements using a unique indication system. When a trend loses its strength and changes direction, the expert closes the previous position and opens a new one. The bot also
Top Trend Plus
Xian Qin Ceng
5 (1)
Contattami dopo l'acquisto per ottenere le impostazioni corrette del set. Impostazioni errate possono portare a risultati errati. Nuovi prodotti sono sugli scaffali e le promozioni continuano. Per ogni copia venduta, il prezzo aumenta da $ 50 a $ 1.500! Top Trend Plus si basa su   Top   Trend, che rappresenta il 20%. Riunisce i miei altri eccellenti EA, aggiunge il supporto per le varietà XAUUSD, aggiunge quattro modalità di trading e aggiunge il modello Long Time e il modello Short Time Due
Stock Indexes EA MT5
Marzena Maria Szmit
5 (13)
Stock Indexes EA is a sophisticated   trading robot   meticulously engineered to capitalize on the dynamics of the   US30 . This expert advisor employs advanced algorithms and technical indicators to analyze market trends, identify potential entry and exit points, and execute trades with precision. A news filter   has also been added to the robot, which prevents it from opening a position during   important economic news , minimizing the risk. In robot, you can also specify the days and hours w
Aura Black Edition MT5
Stanislav Tomilov
4.33 (30)
Aura Black Edition è un EA completamente automatizzato progettato per negoziare solo ORO. L'esperto ha mostrato risultati stabili su XAUUSD nel periodo 2011-2020. Non sono stati utilizzati metodi pericolosi di gestione del denaro, nessuna martingala, nessuna griglia o scalping. Adatto a qualsiasi condizione di brokeraggio. EA addestrato con un perceptron multistrato La rete neurale (MLP) è una classe di rete neurale artificiale (ANN) feedforward. Il termine MLP è usato in modo ambiguo, a volte
Strong mt5
Andriy Sydoruk
Strong: Advanced Forex Bot for Multi-Currency Trading Strong is a cutting-edge automated trading tool for the Forex market, built using the latest technologies and algorithms. It is designed for traders who want to improve their trading performance, minimize risks, and achieve optimal results in the ever-changing market conditions. Key Features of Strong Multi-Currency Trading: Strong supports a wide range of currency pairs, including both major and exotic assets. This allows traders to diver
Ai Hybrid Robot MT5
Mansour Babasafary
2.33 (3)
Several experts in one expert With this expert, you can use several up-to-date strategies Enhanced with artificial intelligence Can be used in several popular forex currencies Can be used in the most popular forex time frames Without using high-risk strategies Attributes : Can be used in the EURUSD , GBPUSD , USDCHF , AUDUSD , USDCAD , NZDUSD  currency pairs Can be used in M30 , H1 , H4 , D1 time frames Has profit limit and loss limit Without using risky strategies like martingale or hedg
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Rasoul Mojtahedzadeh
5 (2)
Stochastic Oscillator is one of the most popular and accurate oscillators widely used by traders to capture overbought and oversold areas of price action. Although the Stochastic indicator works fine for an interval of the market, it fails to generate profitable signals when the market conditions change, and hence it produces wrong signals resulting in big losses. Have you ever thought about an adaptive Stochastic indicator that adapts its period of calculation based on the market conditions? Th
Adaptive RSI
Rasoul Mojtahedzadeh
5 (2)
Relative Strength Index (RSI) is one of the most popular and accurate oscillators widely used by traders to capture overbought and oversold areas of price action. Although the RSI indicator works fine for a period of market, it fails to generate profitable signals when market condition changes, and hence produces wrong signals which results in big losses. Have you ever thought about an adaptive RSI indicator that adapts its period of calculation based on the market conditions? The presented indi
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Rasoul Mojtahedzadeh
5 (2)
Identifying the trend of the market is an essential task of traders. Trendometer implements an advanced algorithm to visualize the trend of the market. The major focus of this indicator is to evaluate the market in the lower time frames (i.e., M1, M5 and M15) for the scalping purposes. If you are a scalper looking for a reliable indicator to improve your trade quality, Trendometer is for you. The indicator runs on a separate window showing a histogram of red and green bars. A two consecutive gre
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Rasoul Mojtahedzadeh
5 (1)
RFX EasyTrade  is a professional panel to make your trades as easy as possible. You can perform scalping by acting fast and efficient. You can draw a box or a trend line and let RFX EasyTrade to catch a breakout and manage the trade automatically. You can set pending orders and set Order-Cancels-Order easily. If you are a fan of Martingale strategy just set a few settings on the panel and let RFX EasyTrade to automatically manage the trades. You can trade based on time without waiting long time
Bull Bear Powers
Rasoul Mojtahedzadeh
Bull Bear Powers indicator shows the absolute power of bulls and bears in the market. Both powers are shown simultaneously with red and green colors for bear and bull powers respectively. When red line goes over the green line it means that bears are controlling the market. When green line goes over the red line it means that bulls are controlling the market. The green/red horizontal symbol line at the bottom of the indicators shows which party has more strength. Time Frame: M30 and H1 are recom
RFX Forex Strength Meter
Rasoul Mojtahedzadeh
5 (1)
RFX Forex Strength Meter is a powerful tool to trade 8 major currencies in the Forex market, U.S. Dollar ( USD ) European Euro ( EUR ) British Pound ( GBP ) Swiss Franc ( CHF ) Japanese Yen ( JPY ) Australian Dollar ( AUD ) Canadian Dollar ( CAD ) New Zealand Dollar ( NZD ) The indicator calculates the strength of each major currency using a unique and accurate formula starting at the beginning of each trading day of your broker. Any trading strategy in the Forex market can be greatly improved
RFX Market Speed
Rasoul Mojtahedzadeh
RFX Market Speed is an indicator designed to measure a new dimension of the market which has been hidden from the most traders. The indicator measures the speed of the market in terms of points per second and shows the measurements graphically on the chart, and saves the maximum bullish and bearish speeds per each bar. This indicator is specially designed to help the scalpers of any market with their decisions about the short bias of the market. Note: The indicator uses real-ticks and CANNOT be
RFX Delta Volume
Rasoul Mojtahedzadeh
5 (1)
Note: This indicator cannot be tested in the strategy tester. Please download the free demo version from   https://www.mql5.com/en/market/product/48627 RFX Delta Volume is an indicator to show bullish and bearish volumes separately for each trading candle. The indicator uses history data of one minute (M1) to estimate the true bullish and bearish volumes in a sub-window. There are two modes of operations for this indicator. In mode "Delta Volume", the indicator shows the difference in bullish a
RFX Forecast Bands
Rasoul Mojtahedzadeh
The RFX Forecast Bands indicator calculates the three significant confidence levels, 99%, 95% and 68% of price movement for a configurable number of bars in the future. The essence of calculations is based on statistical analysis of the asset's recent price changes. These levels can be used for many different purposes in trading systems. For example, one can use them for setting the target profit and stop loss levels effectively. The extreme upper and lower bands represent 99% confidence level,
RFX Market Speed MT5
Rasoul Mojtahedzadeh
RFX Market Speed is an indicator designed to measure a new dimension of the market which has been hidden from the most traders. The indicator measures the speed of the market in terms of points per seconds and shows the measurement graphically on the chart, and saves the maximum bullish and bearish speeds per each bar. This indicator is specially designed to help the scalpers of any market with their decisions about the short bias of the market. The indicator uses real-ticks and cannot be fully
RFX5 Forex Strength Meter
Rasoul Mojtahedzadeh
5 (1)
RFX Forex Strength Meter is a powerful tool to trade 8 major currencies in the Forex market, U.S. Dollar ( USD ) European Euro ( EUR ) British Pound ( GBP ) Swiss Franc ( CHF ) Japanese Yen ( JPY ) Australian Dollar ( AUD ) Canadian Dollar ( CAD ) New Zealand Dollar ( NZD ) The indicator calculates the strength of each major currency using a unique and accurate formula starting at the beginning of each trading day of your broker. Any trading strategy in the Forex market can be greatly improved
RFX5 Trendometer
Rasoul Mojtahedzadeh
Identifying the trend of the market is an essential task of traders. Trendometer implements an advanced algorithm to visualize the trend of the market. The major focus of this indicator is to evaluate the market in the lower time frames (i.e., M1, M5 and M15) for the scalping purposes. If you are a scalper looking for a reliable indicator to improve your trade quality, Trendometer is for you. The indicator runs on a separate window showing a histogram of red and green bars. A two consecutive gre
RFX5 Bull Bear Powers
Rasoul Mojtahedzadeh
RFX5 Bull Bear Powers   indicator shows the absolute power of bulls and bears controlling the market. Both powers are shown simultaneously with red and green colors for bear and bull powers respectively. When red line goes over the green line it means that bears are controlling the market. When green line goes over the red line it means that bulls are controlling the market. The green/red horizontal symbol line at the bottom of the indicators shows which party has more strength. Time Frame:   M3
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Versione 2.0 2024.03.20
- Improved pairs-trading algorithm for Forex and Metals.
Versione 1.10 2023.12.14
- Improved the hedge calculation algorithm.