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Pair Trading Strategy

Pair Trading Strategy Based on Spearman Correlation and Stationary Z-Score  is A single-pair indicator focusing on one primary symbol (chart symbol) and one secondary symbol for the MetaTrader 4 (MT4) platform, designed to support pairs trading by analyzing the correlation between two currency pairs. It employs Spearman’s rank correlation coefficient, Z-Score calculations, and stationarity testing to generate trading signals, displayed in a subwindow and on the main chart. The indicator integrates technical filters and risk management features, with a focus on user customization.

Key Features

  1. Correlation Analysis:
    • Calculates Spearman’s rank correlation coefficient to assess the relationship between a primary symbol (chart symbol) and a secondary symbol (default: EURUSD).
    • Identifies negative (default threshold: -0.95) and positive (default threshold: 0.95) correlations to generate trading signals.
    • Displays correlation values in a subwindow as a line plot with levels at ±0.9 and 0.
  2. Z-Score and Stationarity:
    • Computes Z-Score to measure the spread deviation between pairs, using a configurable lookback period (default: 100 bars) and threshold (default: 2.5).
    • Supports stationarity testing via the Augmented Dickey-Fuller (ADF) test, with options for no transformation, first differencing, or logarithmic transformation.
    • Allows users to require stationary spreads for signal generation (default: enabled), with configurable ADF test intervals (default: 60 seconds).
  3. Technical Filters:
    • Uses Moving Average (MA, default period: 20), Relative Strength Index (RSI, default period: 14), and Bollinger Bands (default period: 20, deviations: 2.0) to filter signals.
    • Offers a Bollinger-only filter mode or no filter option, with optional Bollinger arrow display in the subwindow.
    • Configurable RSI levels for buy (default: 30) and sell (default: 70) signals.
  4. Signal Generation and Visualization:
    • Generates buy/sell signals based on correlation, Z-Score, MA, RSI, and Bollinger conditions, displayed as arrows in the subwindow, main chart, or both (configurable).
    • Supports positive and negative correlation signals, with distinct logic for each (e.g., buy Symbol1/sell Symbol2 for negative correlation).
    • Arrows on the main chart have adjustable sizes (1–5, default: 1).
  5. Overlay Chart:
    • Optionally displays the secondary symbol’s price movement on the main chart, with mirroring for negative correlations (default: enabled).
    • Normalizes price ranges over a configurable bar count (default: 100 bars) for visual comparison.
  6. Risk Management:
    • Includes Stop Loss (based on ATR, default period: 14, multiplier: 1.5), Trailing Stop (default start: 75% of target profit), and Take Profit (default reward:risk ratio: 2.0).
    • Monitors breakeven (default: 33%) and close (default: 67%) correlation levels, calculated using cointegration parameters.
    • Displays risk management data (stop loss, take profit, trailing stop, breakeven, close levels) on the main chart.
  7. Alerts and Notifications:
    • Provides alerts for new signals (current bar, closed bar, or both) and risk management updates (stop loss, take profit, etc.).
    • Supports pop-up alerts and push notifications, with configurable settings to enable/disable.
    • Prevents repeated alerts using timestamp tracking.
  8. Additional Features:
    • Calculates Average Daily Range (ADR, default period: 14 days) as a percentage for market context, displayed on the chart.
    • Implements data retrieval with retry attempts (default: 3) and timeouts (default: 500ms for data, 1000ms for ADF) to handle connectivity issues.
    • Displays cointegration parameters (d, k, m) and stationarity status on the chart.
  9. Customization:
    • Offers extensive input parameters for adjusting lookback periods, thresholds, filter settings, arrow locations, and display options (e.g., font size, arrow size).
    • Allows enabling/disabling features like RSI, Bollinger Bands, Z-Score, ADF test, overlay chart, and risk management tools.

Usage

  • Initialization: Sets the primary symbol to the chart’s symbol and validates the secondary symbol’s availability. Initializes buffers, arrays, and ADF test if enabled.
  • Operation: Calculates correlations, Z-Scores, and technical indicators per bar, updating signals, arrows, and chart overlays. Refreshes on-chart information every 60 seconds.
  • Visualization: Plots Spearman correlation in a subwindow, places signal arrows on the main chart or subwindow, and displays risk and correlation data on the chart.
  • Deinitialization: Removes all indicator objects (arrows, labels, overlay lines) upon removal.

Notes

  • Requires sufficient historical data for calculations (minimum bars based on lookback and filter periods).
  • Ensures robust data handling with retry mechanisms and timeout controls.
  • The overlay chart feature is optional and can be disabled for performance.
  • When using Pair Trading Strategy Based on Spearman , make sure to limit the bars in the Max bars in chart option to below 2000, for example 500.

 


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The Name Green Wall : Arrows hits a lot of TP, by changing the idea of non using SL as something bad, but instead use Small TP and a lot of free Margin and Patience. Use micro TP and a lot of Free Margin with this indicator on Forex. It also can be used with Binary Options. This strategy is intended to be traded Manually. This Indicator runs on Open Bar, arrows will delete when price are against it. The only Indicator Parameter is Alerts true/false, all the rest is included inside the code. Arro
Golden Monowave
Ahmed Mohamed Ali
Indikatoren
Golden Monowave is monowave indicator, the monowave theory is one of Elliott wave approach and one of most complicate and accurate method. Golden Monowave can shortcut many major steps to identify and describe the monowave. It works on any timeframe and with any trading instrument, including currencies, indices, futures, etc. Input Parameters initial_Bars - set the initial number of bars to calculate. wave_color - select the color of the wave. label_color - select the color of labels. temp_labe
Shark Surfer
Roman Sheikin
Indikatoren
Shark Surfer is a new generation indicator applying a well-established trend-following trading. The product is good both for scalping, as well as medium- and long-term trading. Shark Surfer analyzes a selected symbol and shows the recommended market entry, take profit and stop loss levels. Shark Surfer trades on all symbols and timeframes. It also features email and push notifications concerning the new trading signals. The indicator searches for suitable market entry points on an already formed
Ticks Size
Viktor Kolmakov
Indikatoren
This indicator displays in a separate window the difference between the number of points which increased the price, and the number of points that decreased the price during the time interval specified in the settings. The time interval for calculation is expressed as the number of bars of the chart the indicator is attached to. This approach allows you to evaluate the movement direction (growth or fall) of the instrument's price, the strength of the movement and the size of the movement in point
NostradamusMT4
Andrey Spiridonov
1 (1)
Indikatoren
NostradamusMT4 is a powerful indicator from the set of professional trader. The indicator is based on Andrei Spiridonov's original price calculation method (ESTIMATED PRICE) for the current candle price. Advantages The indicator does not redraw. It works on any timeframes. Works with any trading instruments. Perfectly suitable for scalping and trading binary options. Parameters Color - color of the ESTIMATED PRICE FUTURE line. How to work with the indicator The indicator forms the ESTIMATED P
BinaryIndicator
Andrey Spiridonov
Indikatoren
BinaryIndicator is a highly accurate indicator for trading binary options. It shows excellent results in scalping. This indicator is based in multifactor analysis of trend indicators, as well as confirmation oscillators, which in the end gives an increased accuracy of signals. Advantages of the indicator Increased accuracy of signals. Excellent results when trading binary options with a short expiration time from M30 to M1 . It works on any timeframes. Works with any trade symbols. Parameters
FutureTrade
Andrey Spiridonov
3 (2)
Indikatoren
FutureTrade is one of the few indicators that predicts the price right on the price chart. The indicator calculation algorithm is based on the fast Fourier transform. Given the oscillatory behavior of the price, the Fourier function predicts its future behavior. The indicator should be attached in the usual way to a chart with the trading instrument specified symbol and with the M15 timeframe. This timeframe is the most optimal for working with any symbols. Once started, the indicator calculates
XCalper Triad MT4
Aecio de Feo Flora Neto
Indikatoren
xCalper Triad works as a Target scanner tool. Its algorithm calculates price level areas with high precision and instantly. By default, they are automatically identified and the trader normally sets visual parameters only. Explore a new perspective in price action analysis by adding Triad to your setup and surprise yourself. Main Features Automatic & exclusive Target levels Daily candle representation in all intraday timeframes. Side panel information essential to all traders: Remaining time to
James
Tsukasa Okazaki
Indikatoren
This product is a product completed by combining Bollinger band and RSI. Usage is as follows. There is no indicator parameter, so there is no need to change it. Explanation It shows RSI in the Bollinger Bands. The market is stable when both indicators are located between 30 to 70. You can use this indicator for the contrarian when the market continues to be quiet.
Murphy
Tsukasa Okazaki
Indikatoren
This product combines Stochastic Oscillator and RSI. Usage is as follows. This indicator works with M1 and M5 timeframes. This indicator uses Stochastic oscillator and RSI. The picture shows Stochastic x1 (Red) and RSI x2. You can open a short position when each Stochastic, RSI (Blue) and RSI (Yellow) become more than 95, 70, and 70, or a long position at values less than 5, 30, and 30, respectively.
BinaryScalping
Andrey Spiridonov
Indikatoren
BinaryScalping is a professional indicator for trading binary options and scalping. The algorithm of the indicator is based on the calculation of pivot points for each time period separately, the location of the price of the trading instrument relative to the pivot points is analyzed and the probability of a trading operation is calculated. The indicator has a built-in filter of trading signals based on the global trend. The indicator is installed in the usual way and works with any trading inst
NN8D Points
Aleksandr Nikolskii
Indikatoren
NN8D Points is one of the indicators included into NN8D ( N ikolsky's N esting D oll) trading system. NN8D Points is an indicator containing multiple tools for analyzing Forex market: candle analysis and area system. Rather than simply averaging by Open, Close, High and Low prices, NN8D Points performs a complex analysis of the current and previous bars by various parameters: bar color; bar body size; bar wicks; bar core (average value between Open and Close, as well as between Lows and Highs);
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Version 1.422 2025.05.08
We have resolved the previously reported "array out of range" issue that affected some users.
Here are common causes :
1. Uninitialized or Zero-Sized Arrays
2. Loop Exceeding Array Bounds
3. Improper Buffer Initialization in Indicators
4. Accessing Non-Existent Historical Data