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Cointegration Pair Trading Indicator

Cointegration Pair Trading Indicator

Indicator for statistical and quantitative pair trading strategies. You can perform Long&Short or Long&Long/Short&Short between two different assets.
The indicator performs a series of statistical tests between the assets and shows whether the pair is cointegrated or not.


Suggested Usage Strategies

(a) Verify if that the pair is cointegrated by the ADF test (Augmented Dickey-Fuller Test). 0% means the pair is not cointegrated; 90% 95% 97.5% and 99% means it is cointegrated (the greater the better).
(b) Check if beta is positive or negative and the pair correlation.
If beta is positive check if the correlation is positive (Fisher test always greater than zero, Min > 0%).
If beta is negative check if the correlation is negative (Fisher test always lesser than zero, Max < 0%).

For positive beta and Fisher always greater than zero, Long&Short situation:
When the residual line (blue) reaches the upper band sell the main asset and buy the secondary asset (expecting a reversal to normality).

When the residual line (blue) reaches the bottom band buy the main asset and sell the secondary asset (expecting a reversal to normality).

For negative beta and Fisher always lesser than zero, Long&Long or Short&Short situation:
When the residual line (blue) reaches the upper band sell the main asset and sell the secondary asset (expecting a reversal to normality).

When the residual line (blue) reaches the bottom band buy the main asset and buy the secondary asset (expecting a reversal to normality).

Lot Size Proportion
The lot size proportion is given by beta. To know secondary asset lot size just multiply primary asset lot by beta.
Ex: For beta 0.5 and primary lot = 10 secondary lot size would be 5. 


Parameter list

Second symbol: Second Asset
Timeframe: What timeframe to use in calculations
Candles to calculate: How many candles to run the tests (ADF, Fisher)
Regression: Linear regression type, simple or multiple (with trend)***
Beta candles: How many candles calculate beta variation/beta rotation (yellow line)
Deviation first line: Standard deviations to plot first line
Deviation second line: Standard deviations to plot second line
Save CPU: Recalculate only when closing a candle (and not on any price change)
Play Alarm: Play alarm when residual is beyond first deviation line

Important! AxB cointegration is different than BxA

Its correlation (ratio and Fisher) is the same but not the cointegration (ADF test and the linear regression to calculate normality and residual standard deviations).
So, AxB may not be cointegrated and not recommended for trading but BxA may be cointegrated and triggering a trade.


*** Warning: to calculate a multiple linear regression is a CPU hungry process. This is impossible to change and the code is already optimized to its maximum. If “Beta Candles” is set to 50, 100 multiple linear regressions will be calculated to compared each linear regression individual beta. When calculating, a CPU usage spike is to be expected, especially if using the indicator on multiple pairs. If indicator became too slow, try to reduce beta candles.
































































































Bewertungen 6
Daniel Campos
23
Daniel Campos 2021.03.07 10:03 
 

Indicador sensacional!!! vale a pena

Cassio Bittencourt
390
Cassio Bittencourt 2020.05.31 17:42 
 

Otimo indicador,porem o desenvolvedor poderia ter um melhor contato!

Somchai Chaimoolwong
138
Somchai Chaimoolwong 2019.09.27 15:07 
 

Good indicator.

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Sergey Malysh
Automatische Auflegung und Begleitung von Fibonacci-Retracements für Verkauf und Kauf für jedes Instrument (Symbol) und auf jedem Abschnitt des Graphs. FiboPlus demonstriert: Fibonacci-Retracements von möglichen Bewegungen des Preises hinauf oder hinab; Eintrittspunkte sind mit Symbolen "Zeiger nach oben", "Zeiger nach unten" gezeigt, die Information ist mit Drucktasten dubliert SELL, BUY; rechteckiger Bereich, der durch Ebenen von 0 bis 100 begrenzt ist; Handel von einer Ebene zur anderen (kein
70 USD
Pivot Prof
Pivot Prof
Paul Anscombe
Ein hervorragender Indikator ... Holen Sie sich mit Pivot Prof erstaunliche Handelsmöglichkeiten und nutzen Sie die Levels, die Profis verwenden. Verbessern Sie Ihren Handel noch heute! Pivot Prof ist reich an Funktionen und verwendet einzigartige Algorithmen, um Handelsniveaus aus mehreren Zeiträumen in einem einzigen, einfach zu lesenden Diagramm zu berechnen und anzuzeigen. Außerdem bietet es Terminal-, Mobil- und E-Mail-Benachrichtigungen sowie eine vollständige Anpassung. Wichtiges Upd
69 USD
Royale Scalping Indicator
Royale Scalping Indicator
Mostafa Tarakameh
Royal Scalping Indicator is an advanced price adaptive indicator designed to generate high-quality trading signals. Built-in multi-timeframe and multi-currency capabilities make it even more powerful to have configurations based on different symbols and timeframes. This indicator is perfect for scalp trades as well as swing trades. Royal Scalping is not just an indicator, but a trading strategy itself. Features Price Adaptive Trend Detector Algorithm Multi-Timeframe and Multi-Currency Trend
149 USD
Dark Absolute Trend MT5
Dark Absolute Trend MT5
Marco Solito
Dark Absolute Trend   is an Indicator for intraday trading. This Indicator is based on   Trend Following  strategy but use also candlestick patterns and Volatility. We can enter in good price with this Indicator, in order to follow the main trend on the current instrument. It is advised to use low spread ECN brokers. This Indicator does   Not repaint   and   N ot lag . Recommended timeframes are M5, M15 and H1. Recommended working pairs: All. Follow us on Telegram:   https://t.me/darktradingchan
50 USD
PipFinite Breakout EDGE MT5
PipFinite Breakout EDGE MT5
Karlo Wilson Vendiola
The Missing Edge You Need To Catch Breakouts Like A Pro. Follow a step-by-step system that detects the most powerful breakouts! Discover market patterns that generate massive rewards based on a proven and tested strategy. Unlock Your Serious Edge Get it here www.mql5.com/en/blogs/post/723208 Have access to the game changing indicator that will take your trading to the next level! How To Trade Execute your trades in 3 Easy Steps! Step 1: Trade Setup Enter a signal if Success Rate is
98 USD
A2SR MT5 Automated Actual Support and Resistance
A2SR MT5 Automated Actual Support and Resistance
Yohana Parmi
A. What is A2SR ? A2SR is a leading indicator , has special technique in determining the levels of Support (demand) and Resistance (supply) . Leading indicator is prepare all actual SR levels before price reach there . Unlike the ordinary way that we seen on the net, A2SR has a original concept for determining SR levels. The original technique was not taken from the internet , and it has never been published on the internet either. A2SR will auto select the SR level according to your trading sty
150 USD
OBOS Indicator for MT5
OBOS Indicator for MT5
Renaud Candel
OBOS Indicator is an exclusive indicator to spot entries based on price action. The OBOS Indicator is both effective and user friendly. Indicator uses simple color codes and levels to indicate Overbought and Oversold conditions. No more headache. The OBOS Indicator will only gives you indication when there are possible entries. Means you only get useful information. To use the indicator, please follow the rules: wait for the indicator to give you an overbought or oversold signal (usually blue an
149 USD
Pin Bar Indicator for MT5
Pin Bar Indicator for MT5
Renaud Candel
Pin Bar Indicator is a pattern recognition indicator for Forex and Binary Options. The Pin Bar Indicator is a pattern recognition indicator of the popular Pin Bar. The strategy that comes with the Pin Bar is purely based on price action. Inputs Distance: distance in pixels relative to top or bottom of candle to display the arrow symbol UseAlerts (true/false): enable alerts PopAlerts (true/false): enable alerts in the popup window EmailAlerts (true/false): enable email alerts PushAlers (true/f
97 USD
Elder Force Index With ATR Channels
Elder Force Index With ATR Channels
Financial Trading Seminars Inc.
Adding Average True Range (ATR) channels to Force Index had been suggested by Kerry Lovvorn. Adding these channels turns Force Index into an excellent tool for identifying intermediate tops and bottoms. Force Index with ATR channels does not catch all turns, but the ones it identifies deserve very serious attention. Note: the word “true” in Average True Range refers to dealing with price gaps. Since there are no gaps in Force Index, here ATR is the same as the Average Range. Whenever the Force I
50 USD
Vix75 Moneyline
Vix75 Moneyline
Emmanuel Urua Abel
Trading vix 75 is always a tough thing to do for anyone ...but with the vix75 cashline indicator/analyzer you are able to take your share of the profit from the market week in week out without much experience or getting to seat on your computer the whole day . the indicator is built to catch long term trades so it  will always present you that 1:10 risk to reward kind of trades weekly at least twice on vix 75 .and some few monthly on other pairs below . all you need to do is take the trades as t
60 USD
Vix Crush
Vix Crush
Masimpe & Chandala Technology
Vix Crush Indicator is a simple indicator which detect trades on any time frame. It is based on zig zag and it can pick trades recommended on m5 to h4 time frame on any pair on Binary MT5. Once a trade is detected an Alert is sent to alert user Pairs recommended: Volatility Index 10, Volatility Index 25, Volatility Index 100 and Volatility Index 75, Boom and Crash.
147 USD
Auswahl:
Daniel Campos
23
Daniel Campos 2021.03.07 10:03 
 

Indicador sensacional!!! vale a pena

metatrading
86
metatrading 2021.01.10 15:33 
 

Indicator is good and calculates correctly, but EA is missing. Without trade statistics on backtesting you will experience massive drawdowns at least from time to time.

Zdeno Brontvay
323
Zdeno Brontvay 2020.07.29 08:52 
 

there is no information on how to use the indicator, the author does not communicate.

Cassio Bittencourt
390
Cassio Bittencourt 2020.05.31 17:42 
 

Otimo indicador,porem o desenvolvedor poderia ter um melhor contato!

Gerson Castro
689
Gerson Castro 2020.03.28 13:19 
 

O indicador funciona, porém o suporte do seu criador é ruim, não responde as mensagens.

Somchai Chaimoolwong
138
Somchai Chaimoolwong 2019.09.27 15:07 
 

Good indicator.

Antwort auf eine Rezension
Version 1.43 2019.04.02
-Bug fixes
Version 1.42 2019.04.01
Bug fixes
Version 1.41 2019.04.01
+ Function to search for best period
Version 1.32 2019.04.01
Bug Fixes
Version 1.31 2019.04.01
Bug Fixes
Version 1.3 2019.04.01
Color Fixes
Version 1.2 2019.04.01
- Trade Sugestion
- Bug Fixes