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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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Lo Thi Mai Loan
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Uzman Danışmanlar
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The King Advisor MT5
Guillem Boix Martin
4.8 (40)
Uzman Danışmanlar
The  King Advisor son derece gelişmiş bir sinir ağı algoritmasıdır. Stratejisi, sofistike bir kendi kendine öğrenme sistemi ve yılların deneyimi ve çalışmasıyla tasarlanmış bir ticaret sistemi aracılığıyla destek seviyelerinin, direnç ve trend çizgilerinin belirlenmesine dayanmaktadır. Deneyimli tüccarlardan oluşan bir ekip tarafından geliştirilmiştir. LÜTFEN 200 ÖRNEK SINIRI OLDUĞUNU UNUTMAYIN --> Güncellenen toplam kopya satışı: 190 Yeni Canlı Sinyal:  https://www.mql5.com/en/signals/2252376?
Gold Mana MT5
Dilwyn Tng
4.25 (24)
Uzman Danışmanlar
Gold Mana, bir yıldan fazla süren yoğun araştırma ve testlerle geliştirilmiştir. Bu uzman danışman, çoklu zaman dilimi volatilite ölçümlerini kullanır, piyasa katılımcılarının niyetlerini analiz eder ve fiyat hareketlerini oluşmadan önce tahmin eder, mum çubuğu kalıpları ve arz-talep analizi ile fiyat hareketlerine yüksek tepki veren doğru girişler sağlar ve altın fiyatlarının kritik seviyelerinde kırılma yaşar. Gold Mana, finansal krizler, jeopolitik haberler, pandemiler ve ekonomik değişikli
Project 758
Konstantin Sinitsin
Uzman Danışmanlar
Merhaba, değerli trader arkadaşlar. EA Project 758, 15 yıllık deneyime sahip traderlar ve programcılardan oluşan bir ekip tarafından oluşturuldu. EA Project 758, 6 yıl boyunca geliştirilmiş ve iyileştirilmiştir. Bu süreç sayesinde mükemmel sonuçlar elde ettik. EA algoritması özgündür ve benzeri yoktur. Kişisel olarak geliştirdiğimiz IR gibi evrensel ve karmaşık sistemleri içerir. Termitlerin davranış modelini somutlaştıran özgün bir EA tasarladık. Bu küçük böcekler, her bir bireyin daha büyük bi
TrendMaster FX
Chen Jia Qi
4.45 (83)
Uzman Danışmanlar
MT5 EA Tanıtımı: Gelişmiş algoritmalar ve derin öğrenme teknolojisi ile güçlendirilmiş EA'larımız, sizi forex ticaretinin karmaşık dünyasında yönlendirmek için titizlikle tasarlanmıştır. Sistem, piyasa faaliyetlerini özenle analiz eder ve önceden belirlenmiş kriterlere göre işlem yapar, böylece piyasa eğilimlerini daha etkili bir şekilde kavrayabilirsiniz. Önerilen Para Birimleri: Canlı sinyal: TrendMaster FX MT4 versiyonu: TrendMaster FX MT4 İsteğe bağlı para birimleri: GBP/USD (GBPUSD) USD/CAD
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Yu Mei Cheng
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Uzman Danışmanlar
Strategy Introduction The EA will find the best entry and exit points based on the data trained by the neural network and the current market trend. It includes multiple loss exit strategies to ensure capital safety. Because the market is full of uncertainties, it is impossible to enter at the most ideal point every time. Our EA uses a unique batch entry method, adding up to 5 entry points. Even occasional misjudgments can quickly recover subsequently. Each order has a fixed stop loss (SL) and t
Gold Trade Pro MT5
Profalgo Limited
4.56 (32)
Uzman Danışmanlar
Tanıtımı başlat! 449$'dan sadece birkaç kopya kaldı! Sonraki fiyat: 599$ Son fiyat: 999$ 1 EA'yı ücretsiz alın (2 ticari hesap için) -> satın aldıktan sonra benimle iletişime geçin Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro, Altın ticareti EA'ları kulübüne katılıyor, ancak
The law of Jungle MT5
Inrexea Limited
5 (1)
Uzman Danışmanlar
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
Big Forex Players MT5
Marzena Maria Szmit
4.84 (50)
Uzman Danışmanlar
We proudly present our cutting-edge robot, the  Big Forex Players EA  designed to maximize your trading potential, minimize emotional trading, and make smarter decisions powered by cutting-edge technology. The whole system in this EA took us many months to build, and then we spent a lot of time testing it. This unique EA includes three distinct strategies that can be used independently or in together. The robot receives the positions of the  biggest Banks  (positions are sent from our database t
Waka Waka EA MT5
Valeriia Mishchenko
4.1 (39)
Uzman Danışmanlar
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
Parrots Breaker
Siti Hadijah Lena
4 (4)
Uzman Danışmanlar
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
Bitcoin Robot MT5
Marzena Maria Szmit
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Uzman Danışmanlar
The Bitcoin Robot MT5 is engineered to execute Bitcoin trades with unparalleled efficiency and precision . Developed by a team of experienced traders and developers, our Bitcoin Robot employs a sophisticated algorithmic approach (price action, trend as well as two personalized indicators) to analyze market and execute trades swiftly with M5 timeframe , ensuring that you never miss out on lucrative opportunities. No grid, no martingale, no hedging, EA only open one position at the same time. Bit
Dark Algo MT5
Marco Solito
5 (51)
Uzman Danışmanlar
Last copy at 399$ -> next price 499$ Dark Algo  is a fully automatic Expert Advisor for   Scalping   Trading on   Eurusd . This Expert Advisor is based on the latest generation of   algorithm  and is highly customizable to suit your trading needs. If you   Buy this Expert   Advisor you can   write a feedback   at market and   get   a second EA for   Free , for More info contact me The basic strategy of this EA is built on a sophisticated   algorithm  that allows it to   identify   and   follow m
Daytrade Pro Algo MT5
Profalgo Limited
4 (9)
Uzman Danışmanlar
Promozione lancio: Numero limitato di copie disponibili al prezzo corrente Prezzo finale: 990$ NOVITÀ: ottieni 1 EA gratis!   (per 2 account commerciali) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files Benvenuto in DayTrade Pro Algo!   Dopo anni di studio dei mercati e programmazione di diverse strategie, ho trovato un algoritmo che ha tutto ciò di cui ha bisogno un buon sistema di trading: È indipende
Boring Pips MT5
Thi Thu Ha Hoang
4.71 (28)
Uzman Danışmanlar
Çoğu uzman danışmanın neden canlı işlemlerde etkili olmadığını, mükemmel geri test performanslarına rağmen, hiç merak ettiniz mi? En olası cevap Over-fitting'dir. Birçok EA, mevcut tarihsel verilere mükemmel şekilde 'öğrenmek' ve uyum sağlamak için oluşturulur, ancak oluşturulan modelde genelleme eksikliği nedeniyle geleceği tahmin etmekte başarısız olurlar. Bazı geliştiriciler basitçe Over-fitting'in varlığından haberdar değillerdir veya biliyor olmalarına rağmen bunu önlemenin bir yolu yoktur
Nexus EA Forex MT5
Enrique Enguix
4.5 (12)
Uzman Danışmanlar
Çoğu Uzman Danışman (EA) neden başarısız olur? Pek çok Uzman Danışman, pazar değiştiğinde kaybolan geçici istatistiksel avantajlara dayanır ve bu sürekli olarak gerçekleşir. Aşırı optimizasyon sorunu Ayrıca, çoğu geliştirici, geçmişte mükemmel sonuçlar elde etmek için EA'larını ince ayarlama tuzağına düşer, ancak bunun gelecekteki pazar performansına yansımayacağını fark etmez. Gelecekteki senaryoları dikkate alan testler yapmak çok önemlidir. Çeşitlendirme önemi Tüm yatırımla
Golden Taipan FX
Michael Prescott Burney
4.29 (14)
Uzman Danışmanlar
Golden Taipan FX: The Elite Trading System for XAUUSD H1 Overview: Golden Taipan FX is a cutting-edge trading system engineered specifically for XAUUSD on the H1 timeframe. With over 200 precisely crafted strategies, this system is designed for speed and efficiency, delivering consistent, high-quality trades that maximize profitability. With an impressive win rate exceeding 90%, Golden Taipan FX is your go-to solution for reliable and substantial returns in the gold market. Key Features: High W
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VolProfile PRO
Paulo Henrique Faquineli Garcia
Göstergeler
For those who need a Volume Profile / Market Profile indicator, here is the solution! It contains the essential information: Control Point (POC); Higher Value Area (VAH); Lower Value Area (VAL); You can choose to SHOW or NOT SHOW the volume Histogram, according to your wish. If you choose to show the histogram, note that according to the type of asset, it is necessary to adjust the scale of the indicator (last parameter of the indicator). You can also choose from the data source of your h
Donchian Pro
Paulo Henrique Faquineli Garcia
5 (2)
Göstergeler
The Donchian Channel Channels are among the most popular tools of technical analysis, as they visually convey to the analyst the limits within which most price movement tends to occur. Channel users know that valuable information can be obtained at any time, whether prices are in the central region of a band or close to one of the border lines. One of the best known techniques to explore these concepts is Bollinger Bands. However, John Bollinger was not the only one to research the applicatio
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Midas VWAP
Paulo Henrique Faquineli Garcia
4 (1)
Göstergeler
Volume Weighted Average Price (VWAP) is a trading benchmark commonly used by Big Players that gives the average price a Symbol has traded throughout the day. It is based on both Volume and price. This indicator contains Daily VWAP and MIDAS' VWAP, which means you are able to anchor the beggining of MIDAS' calculations and, therefore you will be able to use this methodology to study price versus volume moves after anchor point. You will be able to anchor up to 3 HIGH MIDAS VWAP's and 3 LOW. Wis
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VolumeFlow
Paulo Henrique Faquineli Garcia
5 (2)
Göstergeler
VolumeFlow is a Volume Accumulation / Distribution tracking indicator. It works in a similar way to OBV, but it is much more refined and includes the options to use: Classical Approach = OBV; Useful Volume Approach; Gail Mercer's approach; Input Parameters: Input Parameters: Approach Type: Explained above; Volume Type: Real or Ticks; Recommendations: Remember: The TOPs or BOTTONS left by the indicator are good Trade Location points. This is because the players who were "stuck" in these regions w
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Rejection Zones
Paulo Henrique Faquineli Garcia
Göstergeler
Este poderoso indicador analisa o gráfico e mostra zonas de Rejeição de Preços! Isto é, locais onde o preço foi, mas não foi aceito pelo mercado! A visualização desta zona de Rejeição, facilita o entendimento do trader na tomada de decisões de onde operar e como operar! O indicador é composto por 4 linhas, sendo classificadas em 2 grupos: Linhas Vermelha e Amarela: Denotam os extremos onde o preço conseguiu chegar, mas não foi aceito! Linhas Laranja e Azul: A partir delas, denotam o Início da
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ColoredMA
Paulo Henrique Faquineli Garcia
4.5 (2)
Göstergeler
Média Móvel que possui todos tipos de Cálculo comum: Simples Exponencial Suavizada Ponderada Conta com suporte para aplicação sob outros indicadores! Seu principal diferencial é o esquema de cores em GRADIENTE que, de acordo com a mudança no ângulo da média, altera suas cores conforme demonstrado nas imagens abaixo. Com isso, espera-se que o usuário tenha uma percepção mais suavizada das pequenas alterações. Bons trades!!
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VWAPBands
Paulo Henrique Faquineli Garcia
Göstergeler
This indicator calculates the Daily VWAP and projects its Bands in 3 upper levels and 3 lower levels (Supports and Resistances), offset by the Standard Deviation selected by the user. How to configure: Choose the symbol and the desired graphic time; Choose the type of price that is most suitable to calculate the Desired VWAP; Choose whether or not you want the Bands to be plotted; Choose the type of Volume you want to use (Ticks or Real); Choose the type of Calculation of the Bands (Deviation
EchoCardiogram
Paulo Henrique Faquineli Garcia
Göstergeler
This indicator allows you to monitor and correlate several assets simultaneously. Using an operational reading technique applied in Multimarkets, the user is able to observe the behavior of other assets visible to the current asset that is operating. With this, the user's ability to make decisions becomes more robust and grounded. The indicator has the capacity to list up to 4 assets, with the possibility, also, to change the type of quote and be used both for the current price and the past p
Will Spread
Paulo Henrique Faquineli Garcia
Göstergeler
The Larry Wiliams' indicator named WillSpread considers the influence of the secondary Asset (Symbol) on the current Asset (trading). Indicator essence is to transform the correlation between assets in accumulated history data, providing an opportunity to detect various peculiarities and patterns in price dynamics which are invisible to the naked eye. Based on this information, traders can assume further price movement and adjust their strategy accordingly. As exposed on his Book, Larry says: "a
VolumeCapacitor
Paulo Henrique Faquineli Garcia
Göstergeler
Designed by Fábio Trevisan, VolumeCapacitor is an indicator that, in addition to showing the volume quantity, shows its direction, having as main characteristic, the possible price tops and bottoms, or pullback areas. With its simple but not simplistic calculation method, it is able to determine areas where the defense of long and short positions can be assessed with a simple observation. VolumeCapacitor uses in its unique formula the OBV (Balance of Volume, or On-Balance Volume) idealized by J
BigPlayerBars
Paulo Henrique Faquineli Garcia
Göstergeler
Se você já ouviu falar do Método de  Wyckoff, Análise de dispersão de volume, etc., com certeza chegou até aqui para buscar o indicador que lhe faltava!! Nosso indicador é capaz de lhe mostrar a dispersão de volume negociado pelos grandes players durante todo o período de negociação! E o grande diferencial deste tipo de abordagem é a capacidade que este indicador possui de lhe mostrar onde está armado o "ACAMPAMENTO" dos BigPlayers e, assim, tirar o melhor proveito em seus trades, entrando jun
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Paulo Henrique Faquineli Garcia
3.5 (2)
Göstergeler
This indicator creates the perfect RENKO for you to work with timeless types of Candles! Due to RENKO characteristics of timeless, the indicator adjusts trading arrows (otherwise they would be lost) and leaves them exactly where the negotiation occurred in Renko Candles! In addition, this indicator shows exactly the division between days, in order to make it clear to user where each trading session started and ended! Important details: The automatically generated RENKO has an accuracy of up t
ATR SuperTrend
Paulo Henrique Faquineli Garcia
Göstergeler
A ‘Supertrend’ indicator is one, which can give you precise buy or sell signal in a trending market.  As the name suggests, ‘Supertrend’ is a trend-following indicator just like moving averages and MACD (moving average convergence divergence). It is plotted on prices and their placement indicates the current trend. The Supertrend indicator is a trend following overlay on your trading chart, much like a moving average, that shows you the current trend direction. The indicator works well in a tren
SuperRenko
Paulo Henrique Faquineli Garcia
Göstergeler
This indicator creates the perfect RENKO for you to work with timeless types of Candles! Due to RENKO characteristics of timeless, the indicator adjusts trading arrows (otherwise they would be lost) and leaves them exactly where the negotiation occurred in Renko Candles! In addition, this indicator shows exactly the division between days, in order to make it clear to user where each trading session started and ended! Furthermore, the following indicators were added, giving you bigger analysis p
Volume Waves
Paulo Henrique Faquineli Garcia
Göstergeler
One of the best tools for analyzing volume, Weis Wave was devised by David Weis to facilitate reading the directional flow. For the disciples of the Wyckoff method, this means an evolution, facilitating a predictive reading of the market, always looking for Accumulation and Distribution zones for traded assets. For better understanding, in this indicator we try to cover every reading of EFFORT (traded volume) versus RESULT (price change). Thus, you can apply the indicator on the chart twice
Auto Midas VWAP
Paulo Henrique Faquineli Garcia
Göstergeler
AUTO MIDAS VWAP Volume Weighted Average Price (VWAP) is a trading benchmark commonly used by Big Players that gives the average price a Symbol has traded throughout the day. It is based on both Volume and price. Commonly, MIDAS VWAP damand you to determine the initial point of analysis. This indicator plots automatically based on ZigZag Approach. You will be able to use up to 3 HIGH MIDAS VWAP's and 3 LOW MIDAS VWAP's. Wish the best trade results!!
LongShort Cointegration
Paulo Henrique Faquineli Garcia
Göstergeler
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 indicator. 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, with all statistical d
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