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Cointegration Pair Trading Indicator

39.99 USD

Demo downloaded: 842

Published: 28 March 2019

Current version: 1.43

Cointegration Pair Trading Indicator

Name: Cointegration Pair Trading Indicator
Price: 39.99 USD
Rating: 3.5 (6 reviews)
Author: Lucas Baesso

3.5

Indicators
Lucas Baesso
Version: 1.43
Updated: 2 April 2019
Activations: 5

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.

more...

1616

Flavio Graziano 2021.10.19 08:14 #

A very good communication with Lucas allowed me to understand and use his Cointegration Pair trading at best.

Daniel Campos 2021.03.07 10:03 #

Indicador sensacional!!! vale a pena

406

Cassio Bittencourt 2020.05.31 17:42 #

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

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Filter:

1616

Flavio Graziano 2021.10.19 08:14 #

A very good communication with Lucas allowed me to understand and use his Cointegration Pair trading at best.

Daniel Campos 2021.03.07 10:03 #

Indicador sensacional!!! vale a pena

198

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.

173

Zdeno Brontvay 2020.07.29 08:52 #

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

406

Cassio Bittencourt 2020.05.31 17:42 #

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

819

Gerson Castro 2020.03.28 13:19 #

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

138

Somchai Chaimoolwong 2019.09.27 15:07 #

User didn't leave any comment to the rating

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