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LongShort by Cointegration

Be aware that standard parameters are not a recommendated inputs! You should analyze and determine your own parameters for Long&Short trades!

Long & Short Based on Cointegration

Statistical and Quantitative Long-Short (Pair Trading) approach for long and short positions. Your CPU will always be safe and stable when using Multiple Linear Regression if you have a reliable Expert Advisor.

Based on the results of this indicator, you can execute a long and short or a long and long/short and short trade between two separate assets. It can show you a Highly informative dashboard based on Cointegration Search you determine in parameters, with all statistical data for your best Approach!

The Expert Advisor determines whether or not the pair is cointegrated by running a number of statistical tests comparing the assets. Be mindful that whereas BxA may not exhibit cointegration, pair AxB may be. You can determine whether AxB and BxA are cointegrated to get good trading results!


Recommended Usage Techniques

(a) Check if the pairs are cointegrate by the ADF test (Augmented Dickey Fuller test). 0% means the pairs are not cointegrating. 90% and 99% mean cointegration (Greater is better).
(b) Check if beta is positive or negative and pairwise correlation. BetaRotation is shown in the magenta line drawn by this indicator.
If beta is positive, check that all correlations are positive (correlations > 0% | min > 0% | max > 0%).
If beta is negative, check if all correlations are negative (correlation < 0% | min < 0% | max < 0%).

If the beta is positive and the correlation is greater than 0 (zero), then you may have a long-short situation:
When the residual line (yellow) reaches the upper band, sell the primary asset and buy the secondary asset (expect a normal reversal).

Once the residual line (yellow) reaches the lower band, buy the main asset and sell the secondary asset (expect reversal of normalcy).

Negative betas and correlations below 0 (zero) can lead to long-long or short-short situations:
Sell ​​the major and secondary Assets when the residual line (yellow) reaches the upper band (anticipate a normal reversal).

Buy ​​the major and secondary Assets when the residual line (yellow) reaches the lower band (anticipate a normal reversal).

Lot Size Ratio
The lot size ratio is determined by Beta or BetaRotation (you need to decide which one is right for you). To find the secondary asset lot size, simply multiply the primary asset lot by the beta.

If beta 0.5 and primary lot = 10, the secondary lot size will be 5. Given the lot size of the main asset, the indicator helps in this calculation.


Parameter list

Second symbol: Second Asset
Opposite Analisys: if "true", the indicator will perform full analisys of B x A
Lot Size: The Lot Size you want to trade with. Indicator will show your the lot size for main and secondary asset
Regression Candles: How many candles to run the Regressions and tests
Regression Type: Regression type, Simple or Multiple(with trend)
Regression Data: Data to run regression and tests. Prices or Percentage (Strong suggestion for Prices usage)
Beta Rotation Candles: How many candles to analize and determine the BetaRotation method
Index Data Type: You can choose between using raw data or Z-Score (Standardized data)
Deviation first line: Standard deviations to plot first line
Deviation second line: Standard deviations to plot second line
Lag-1: The indicator will not include current data in Regression Tests

Save CPU: Choose between running tests based ond Regression Period or All the Candles
Show Panel: Dashboard with a complete analisys based on Cointegration Search Parameters
Beginning: Number of candles for regression to begin search with
Step Size: Number of candles to add in next regression search
Total Steps: Number of steps of adding candles in regression search


If you face any doubts, feel free to message me!


Have good trades!


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Здравствуйте, трейдеры! Я Quantum Queen, новейшее и очень мощное дополнение к семейству советников Quantum. Моя специальность? ЗОЛОТО. Да, я торгую парой XAUUSD точно и уверенно, предоставляя вам беспрецедентные торговые возможности на сверкающем рынке золота. IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. Живой сигнал 1:   НАЖМИТЕ Цена   со скидкой   до 31 августа.   Цена будет увеличиваться на $100 с каж
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Lo Thi Mai Loan
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Guillem Boix Martin
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The King Advisor  - это высокотехнологичный алгоритм  нейронной сети . Его стратегия основана на определении уровней поддержки, сопротивления и линий тренда с помощью сложной самообучающейся системы и торговой системы, разработанной на основе многолетнего опыта и работы.  Разработана командой опытных трейдеров. ОБРАТИТЕ ВНИМАНИЕ, ЧТО БУДЕТ ОГРАНИЧЕНИЕ В 200 ЭКЗЕМПЛЯРОВ --> Всего продано обновленных копий: 190 Новый живой сигнал:   https://www.mql5.com/en/signals/2252376?source=Site+Profile+Selle
Please do not   pm   me if you are asking for:  Discount ( Price will go back to original price 3800 in the future ) Backtesting result ( We don't trust mislead informations ) (LOJ IS NOT A HFT Strategy, Will not be violated by Prop firm rules) We don't rely on backtest results. The backtesting environment can't access our database to retrieve historical data. We aim to provide clarity to EA traders and not mislead them. The best approach is to monitor our signals. If you're wondering how to ve
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Приветствую вас, товарищи трейдеры. EA Project 758 Создан командой Трейдеров и программистов с опытом работы 15 лет.EA Project 758 Разрабатывался  и дорабатывался на протяжении 6 лет. Данным путем мы достигли просто отличного результата. Алгоритм EA авторский и не имеет аналогов. Он несет в себе такие универсальные и сложные системы как IR разработанную лично нами. Мы разработали авторский  EA, в котором воплощена модель поведения термитов.  Эти мелкие насекомые известны своей уникальной социал
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Предупреждения ЭС содержит максимум 6 точек входа, объем каждой сделки равен объему ордера, умноженному на 6, поэтому, пожалуйста, не используйте слишком большой объем. Способ расчета объема по умолчанию - это не процент от капитала. Наш способ расчета по умолчанию не зависит от плеча, что позволяет более точно контролировать риск.  Рекомендуется использовать капитал не менее 1000 долларов США для повышения устойчивости к риску. Одновременное использование нескольких валютных пар может привести
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4.56 (32)
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Chen Jia Qi
4.45 (83)
Live signal : TrendMaster FX The MT4 version : TrendMaster FX MT4   В настоящее время действует акция на пробное использование советника. После покупки свяжитесь с нами, чтобы получить доступ к "Gold Garden" или "AI TradingVision GPX". Для получения подробной информации, пожалуйста, свяжитесь с нами . Рекомендуемые валютные пары: Фунт/Доллар США (GBPUSD) Доллар США/Канадский доллар (USDCAD) Настройки риска: Для агрессивных трейдеров максимальный уровень риска установлен на 0,15. Для более консе
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Wawan Gunawan
5 (1)
Introducing Full Automatic dan Powerful Burger Layers EA. Only 1 copies left at the current price, Next Price 699 USD Burger Layers EA monitors price movements to carry out analysis using an algorithm built to determine the beginning of a trend change. Next, determine the price level that has a high probability of carrying out a transaction, and wait a pullback. Live Signal Burger Layers EA   is an Expert Advisor that is safe and design for long-term use. Backtest   Result is Impressive and  not
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Siti Hadijah Lena
3.75 (4)
Only  3 copies left at current   price!,   Next Price 799 USD.   So   Come on Hurry up!    Parrots   Breaker   MT5  EA is an Expert Advisor that is smart, powerful and accurate in determining entries. Parrots   Breaker   MT5  EA works based on the concept of trend following  combined  with   Break of Internal Structure and   trading levels. Live Signal 1 Parrots   Breaker   MT5  EA is an Expert Advisor that is safe and focuses on long-term use. Backtest   Result is Fantastic. This EA does not us
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4.43 (40)
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Вы когда-нибудь задавались вопросом, почему большинство советников-экспертов неэффективны в реальной торговле, несмотря на их идеальные результаты на исторических данных? Самый вероятный ответ - overfitting. Многие советники создаются для "обучения" и идеальной адаптации к доступным историческим данным, но они не могут предсказать будущее из-за недостатка обобщаемости в построенной модели. Некоторые разработчики просто не знают о существовании overfitting, или они знают, но не имеют способа пре
Waka Waka EA MT5
Valeriia Mishchenko
4.1 (39)
EA has a live track record with 4.5 years of stable trading with low drawdown: Live performance MT4 version can be found here Waka Waka is the advanced grid system which already works on real accounts for years. Instead of fitting the system to reflect historical data (like most people do) it was designed to exploit existing market inefficiencies. Therefore it is not a simple "hit and miss" system which only survives by using grid. Instead it uses real market mechanics to its advantage to make p
Промо-акция запуска! Осталось всего несколько копий по текущей цене! Следующая цена: 1533 $ Окончательная цена: 1993$ Live signal:  https://www.mql5.com/en/signals/2220893?source=Site+Profile+Seller MT4:  https://www.mql5.com/en/market/product/113580?source=Site+Market+Product+Page For more top Expert Advisors and Indicators, visit:   https://www.mql5.com/en/users/lothimailoan/seller I am Los, please subscribe to receive more updates:   https://www.mql5.com/en/users/lothimailoan/news US30 Sca
Запустить промо: Ограниченное количество копий по текущей цене Окончательная цена: 990$ НОВОЕ: получите 1 EA бесплатно!   (за 2 торговых счета) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files Добро пожаловать в DayTrade Pro Algo!   После многих лет изучения рынков и программирования различных стратегий я нашел алгоритм, в котором есть все, что нужно хорошей торговой системе: Не зависит от брокера Распр
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