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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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Presentazione del nostro EA MT5: Alimentato da algoritmi avanzati e tecnologia di apprendimento profondo, il nostro Expert Advisor (EA) è meticolosamente progettato per guidarvi attraverso il mondo intricato del trading sul forex. Il sistema analizza diligentemente le attività di mercato ed effettua operazioni in base a criteri prestabiliti, consentendovi di cogliere le tendenze di mercato in modo più efficace. Coppie di valute consigliate: Segnale dal vivo:   TrendMaster FX Versione MT4:   Tre
Golden Taipan FX
Michael Prescott Burney
2.91 (11)
Experts
Golden Taipan FX for XAUUSD H1 - Professional Overview Introduction Golden Taipan FX has been updated to deliver transparent and easily analyzable trades, featuring improved backtest accuracy. The system now automatically updates the timezone offset during initialization, ensuring precise entries and exits. Risk Management and Trade Settings Risk-Reward Ratio : 1:2 Stop Loss (SL) : 500 points Take Profit (TP) : 1000 points These settings offer substantial reward potential while keeping losses m
Ultimate Bot
Mr James Daniel Coe
4.71 (14)
Experts
8 consulenti al prezzo di uno Con altro in arrivo. L'ultimo robot che dovrai mai comprare! Ultimate Bot è un Expert Advisor multi-strategia che fa trading su   XAUUSD, GBPUSD, AUDCAD, USDCAD, EURGBP, EURUSD, GBPJPY, USDJPY e EURJPY, utilizzando una combinazione di modelli di trend-following, mean-reversion e breakout. Ogni strategia fa trading sul capitale del conto, quindi se un gruppo è in drawdown, gli altri riducono il rischio, lavorando insieme per ottimizzare la performance. L'impostazi
Ai Hybrid Robot MT5
Mansour Babasafary
4.38 (13)
Experts
Several experts in one expert With this expert, you can use several up-to-date strategies Enhanced with artificial intelligence Can be used in several popular forex currencies Can be used in the most popular forex time frames Without using high-risk strategies Attributes : Can be used in the EURUSD , GBPUSD , USDCHF , AUDUSD , USDCAD , NZDUSD  currency pairs Can be used in M30 , H1 , H4 , D1 time frames Has profit limit and loss limit Without using risky strategies like martingale or hedg
Big Forex Players MT5
Marzena Maria Szmit
4.83 (48)
Experts
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
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Wei Tu
5 (8)
Experts
Engine EA è un consulente esperto avanzato che utilizza diversi indicatori e strategie, fornendo ai professionisti uno strumento di negoziazione automatizzato completo. Offre numerose opportunità commerciali, non è sensibile agli spread e utilizza rigorosi punti di ingresso per avviare con precisione ogni operazione. La strategia si è dimostrata sul mercato reale, con un segnale in tempo reale di DDS basso per un anno. Sia che si tratti di un principiante o di un operatore commerciale esperto,
Dark Algo MT5
Marco Solito
5 (60)
Experts
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
FT Gold Robot MT5
Marzena Maria Szmit
4.47 (59)
Experts
Introducing the FT Gold Robot MT5, your ultimate companion in navigating the intricate world of XAUUSD trading. Developed with precision and powered by cutting-edge algorithms, FT Gold is a forex robot meticulously crafted to optimize your trading performance with XAUUSD pairs . With its advanced analytical capabilities, FT Gold Robot constantly monitors the gold market, identifying key trends, patterns, and price movements with lightning speed. The FT Gold Robot opens 5 positions every day (you
Fenghuang Rig EA
Sof'ia Vlasova
4.77 (13)
Experts
Fenghuang EA utilizes clustering principles in machine learning to analyze data, identifying groups of objects or events with similar features or relationships. It uncovers hidden patterns and categorizes objects by similarities, aiding in the discovery of causal relationships. The EA allows for in-depth data analysis, highlighting significant relationships without risky techniques like martingale, netting, or scalping, making it compatible with various brokerage environments. Read more about th
Scalper Deriv
Antonio Simon Del Vecchio
4.85 (13)
Experts
Presentiamo Scalper Deriv: Eleva la tua esperienza di scalping. Guida dettagliata su come ottimizzare Scalper Deriv qui . File di configurazione e altro   qui Sei tra i trader che trovano la loro passione nello scalping e desiderano massimizzare il loro capitale? Che tu abbia un saldo di $20, $200, $2000, $20000 o addirittura $200000 sul tuo conto, abbiamo la soluzione perfetta per te! Ti presentiamo Scalper Deriv , l'Expert Advisor (EA) progettato per migliorare la tua strategia di trading e
Oracle MT5
Stanislav Tomilov
5 (13)
Experts
Oracle Trading Expert the Quintessence of Modern Programming Technologies Expert Oracle for MetaTrader, trading on GBPUSD and Gold, represents the quintessence of modern programming technologies. Our unique proprietary methods and developments are based on advanced machine learning concepts, making our trading expert truly one-of-a-kind. We offer cutting-edge modules and neural architecture that embody innovative advancements in financial programming. Our algorithms rely on in-depth data analysi
Gold Excel MT5
Gregory Hay
4.84 (19)
Experts
benvenuto a       Versione GoldExcel EA MT5   , trading valido per la coppia di valute XAUUSD (GOLD) di oggi. È stato progettato dal nostro team per gestire account regolari, account sponsorizzati e attività. Non utilizzare il trading ad alta frequenza. See all products here:   https://www.mql5.com/en/users/fxmanagedforexltd/seller Il prezzo iniziale aumenta ogni poche settimane. JinZhuo       Questa è una strategia di trading giornaliero che utilizza solo coppie d'oro. Le coppie d'oro sono idea
Market Cycles Order Flow
Thang Chu
5 (3)
Experts
Signal Account  (running 0.75% Balance Risk) If you need MT4 version or can't afford renting/purchasing contact me for alternative solution. If you'd like to purchase multiple EAs (minimum 2 EAs of your choice) as a custom package contact me for 10% special discount for the package. Also contact me for additional discount options. Join  Nexus Community Public Chat This EA is part of   Nexus Portfolio  - the most long term stable EA in mql5 market.  Starting price: $1600, current price $2400, ne
Altri dall’autore
Donchian Pro
Paulo Henrique Faquineli Garcia
5 (2)
Indicatori
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
FREE
Midas VWAP
Paulo Henrique Faquineli Garcia
4 (1)
Indicatori
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
FREE
VolumeFlow
Paulo Henrique Faquineli Garcia
5 (2)
Indicatori
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
FREE
ColoredMA
Paulo Henrique Faquineli Garcia
4.33 (3)
Indicatori
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!!
FREE
Rejection Zones
Paulo Henrique Faquineli Garcia
Indicatori
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
FREE
VWAPBands
Paulo Henrique Faquineli Garcia
Indicatori
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
Indicatori
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
Indicatori
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
Indicatori
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
Indicatori
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
VolProfile PRO
Paulo Henrique Faquineli Garcia
Indicatori
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
Renko Ultimate
Paulo Henrique Faquineli Garcia
3.5 (2)
Indicatori
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
Indicatori
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
Indicatori
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
Indicatori
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
Indicatori
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
Indicatori
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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