Pair Trading Qant Maney

What it does:

Scans a fixed list of assets (24-hour US stock pairs from the Pepperstone brokerage) on the chosen timeframe.

For each pair and for various periods (Period1…Period100 ABOVE) it:

Calculates a regression model between the two assets (and, if desired, using the US500 index as a normalizer).

Generates the residual (spread) of this relationship, its mean, standard deviation, correlation, and betas (B1 and B2).

Applies an ADF test to the residual (cointegration/stationarity).

Calculates the Z-score of the current residual (how many standard deviations it is away from the mean).

Only pairs that meet the filters are included in the table.

Attach the indicator to the chart, adjust inputs (periods, Z-score limit, ADF, normalizer usage, etc.). Click on “START SCANNER”: it performs all tests and populates the table with the pairs that gave a signal. Click on a line in the table: The indicator shows the pair details (Z-Score, ADF, betas, correlation, average, lot ratio). It draws the residual chart (candle or line mode) with average and 2σ and 3σ bands, allowing you to adjust the period and window shift. It calculates an A/B lot ratio (with a vol-neutral option, adjusting for asset deviations). Typical operational rules (suggested by the indicator): When the Z-Score is high positive (above the limit): the pair is “stretched”; the idea is to sell the expensive asset and buy the cheap one, in the proportion indicated in the panel. When the Z-score is very negative: the pair is "cheap"; you reverse the positions (buy the one below the average and sell the one above). You can save the selected pair in the SAVED panel to create a watchlist of recurring opportunities.


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This is a simplified and effective version of the library for walk forward analysis of trading experts. It collects data about the expert's trade during the optimization process in the MetaTrader tester and stores them in intermediate files in the "MQL5\Files" directory. Then it uses these files to automatically build a cluster walk forward report and rolling walk forward reports that refine it (all of them in one HTML file). Using the WalkForwardBuilder MT5 auxiliary script allows building othe
Order Book, known also as Market Book, market depth, Level 2, - is a dynamically updated table with current volumes of orders to buy and to sell specific financial instument at price levels near Bid and Ask. MetaTrader 5 provides the means for receiving market book from your broker, but in real time only, without access to its history. The library OrderBook History Library reads market book state in the past from archive files, created by OrderBook Recorder . The library can be embedded into you
Cryptocurrency analysis has never been easier with Crypto Charts for MetaTrader 5. Now, trading on BitMEX has never been easier with BitMEX Trading API for MetaTrader 5. BitMEX Trading API library was built to be as easy to use as possible. Just include the library into your Expert Advisor or Script, call the corresponding methods and start trading! Features Trade on BitMEX and BitMEX Testnet. Build and automate your strategies. Concern more with the trading strategy logic and less with the co
Goliath Mt5
Nicolokondwani Biscaldi
Goliath MT5 - scalper fully automated Expert Advisor for medium-volatile forex markets P roperties: The Library trades 10 currency pairs (USDCHF, EURCHF, EURGBP, AUDUSD, USDCAD, GBPUSD, EURUSD, NZDUSD, CADCHF, EURAUD, EURCAD, AUDJPY) The Library does not use martingale The Library sets a fixed stop loss and take profit for all orders The Library only trades a user input volume The Library can be installed on any currency pair and any timeframe Recommendations: Before using on a real account, t
Binance Library
Hadil Mutaqin SE
5 (1)
The library is used to develop automatic trading on Binance Spot Market from MT5 platform. Support all order types: Limit, Market, StopLimit and StopMarket Support Testnet mode Automatically display the chart on the screen Usage: 1. Open MQL5 demo account 2. Download Header   file and EA sample   https://drive.google.com/uc?export=download&id=1kjUX7Hyy02EiwTLgVi8qdaCNvNzazjln Copy Binance.mqh to folder \MQL5\Include Copy  BinanceEA-Sample.mq5 to folder \MQL5\Experts 3. Allow WebRequest from MT5
Gold plucking machine   Gold plucking machine is an Expert Advisor designed specifically for trading gold. The operation is based on opening orders using the Fast and Slow lines indicator, thus the EA works according to the "Trend Follow" strategy, which means following the trend. Use grid strategy to place orders without stop loss operation, so please make sure the account has sufficient funds. magic number      -  is a special number that the EA assigns to its orders. Lot Multiplier        - 
The library is used to develop automatic trading on Binance Futures Market from MT5 platform. Support Binance Futures USD-M and COIN-M Support Testnet mode Support all order types: Limit, Market, StopLimit, StopMarket, StopLoss and TakeProfit Automatically display the chart on the screen Usage: 1. Open MQL5 demo account 2. Download Header file and EA sample https://drive.google.com/uc?export=download&id=17fWrZFeMZoSvH9-2iv4WDJhcyxG2eW17 Copy BinanceFutures.mqh to folder \MQL5\Include Copy  Bina
MT4/5通用交易库(  一份代码通用4和5 ) #ifdef __MQL5__      #define KOD_TICKET ulong      #define KOD_MAGIC   long #else        #define KOD_TICKET long      #define KOD_MAGIC   int #endif class ODLIST; #import "K Trade Lib Pro 5.ex5"       //祝有个美好开始,运行首行加入    void StartGood() ;    //简单开单    long OrderOpen( int type, double volume, int magic, string symbol= "" , string comment= "" , double opprice= 0 , double sl= 0 , double tp= 0 , int expiration= 0 , bool slsetmode= false , bool tpsetmode= false );    //复杂开单
1. What is this The MT5 system comes with very few optimization results. Sometimes we need to study more results. This library allows you to output more results during backtest optimization. It also supports printing more strategy results in a single backtest. 2. Product Features The results of the optimized output are quite numerous. CustomMax can be customized. The output is in the Common folder. It is automatically named according to the name of the EA, and the name of the same EA will be au
EA Toolkit
Esteban Thevenon
EA Toolkit   is a library that allows any developer to quickly and easily program Advisor experts. It includes many functions and enumerations such as trailing stop, lot, stop loss management, market trading authorisations, price table updates, trading conditions and many more. Installation + Documentation : You will find all the information to install this library and the documentation of its functions on this GitHub : https://github.com/Venon282/Expert-Advisor-Toolkit WARNING : The installat
Hello everyone! I am a professional MQL programmer , Making EAs, Indicators and Trading Tools for my clients all over the world. I build 3-7 programs every week but I seldomly sell any ready-made Robots. Because I am fastidious and good strategy is so few...  this EA is the only one so far I think its good enough to be published here.  As we all know, the Ichimoku indicator has become world popular for decades, but still, only few people knows the right way of using it, and if we check the clo
Applying these methods, I managed to arrive at a nuanced conclusion that is crucial to understanding the importance of unique strategies in contemporary trading. Although the neural network advisor showed impressive efficiency in the initial stages, it proved to be highly unstable in the long run. Various factors such as market fluctuations, trend changes, external events, etc. cause its operation to be chaotic and eventually lead to instability. With these experiences, I accepted the challenge
Introducing "TG Risk Service Manager" — your comprehensive toolkit for swift and precise risk management and lot size calculations in the dynamic world of trading. Designed to streamline development processes and enhance trading strategies, this indispensable library equips developers with essential tools for optimizing risk assessment and trade profitability. Metatrader4 Version |  All Products  |  Contact   Key Features: Efficient Lot Size Calculation : Harness the power of precise lot size c
Introducing "TG Trade Service Manager" — your all-in-one solution for seamless trade management in both MQL4 and MQL5 environments. With a focus on speed, reliability, and convenience, this powerful library simplifies the complexities of trade execution and management, empowering developers with a single interface for enhanced efficiency. Metatrader4 Version   |   All Products   |   Contact   Key Features: Unified Interface : TG Trade Service Manager" provides a unified interface for   MQL4   an
The following library is proposed as a means of being able to use the OpenAI API directly on the metatrader, in the simplest way possible. For more on the library's capabilities, read the following article: https://www.mql5.com/en/blogs/post/756098 The files needed to use the library can be found here: Manual IMPORTANT: To use the EA you must add the following URL to allow you to access the OpenAI API as shown in the attached images In order to use the library, you must include the following Hea
KP TRADE PANEL EA is an EA MT5 facilitates various menus. KP TRADE PANEL EA is an EA skin care in MT5 is an EA that puts the system automatically in download EA MT5 to test with demo account from my profile page while some Trailing Stop Stop Loss require more than 0 features EA determines lot or money management calculates lot from known and Stop loss TS = Trailing stop with separate stop loss order Buy more AVR TS = Trailing stop plus
사용하기 쉬운 라이브러리로, 개발자들이 MQL5 EA를 위한 주요 거래 통계에 간단하게 접근할 수 있습니다. 라이브러리에서 사용할 수 있는 메서드: 계좌 데이터 & 이익: GetAccountBalance() : 현재 계좌 잔액을 반환합니다. GetProfit() : 모든 거래의 순이익을 반환합니다. GetDeposit() : 총 입금액을 반환합니다. GetWithdrawal() : 총 출금액을 반환합니다. 거래 분석: GetProfitTrades() : 수익성 있는 거래의 개수를 반환합니다. GetLossTrades() : 손실 거래의 개수를 반환합니다. GetTotalTrades() : 실행된 총 거래 수를 반환합니다. GetShortTrades() : 숏 거래의 개수를 반환합니다. GetLongTrades() : 롱 거래의 개수를 반환합니다. GetWinLossRatio() : 승리 거래와 패배 거래의 비율을 반환합니다. GetAverageProfitTrade() : 수익성 있는
Molo kumalo
James Ngunyi Githemo
Trading Forex with our platform offers several key advantages and features: Real-time Data : Stay updated with live market data to make informed decisions. User-Friendly Interface : Easy-to-navigate design for both beginners and experienced traders. Advanced Charting Tools : Visualize trends with interactive charts and technical indicators. Risk Management : Set stop-loss and take-profit levels to manage your risk. Multiple Currency Pairs : Access a wide range of forex pairs to diversify your tr
Kaseki
Ben Mati Mulatya
The Hybrid Metaheuristic Algorithm (HMA) is a cutting-edge optimization approach that combines the strengths of genetic algorithms with the best features of population-based algorithms. Its high-speed computation ensures unparalleled accuracy and efficient search capabilities, significantly reducing the total time required for optimization while identifying optimal solutions in fewer iterations. HMA outperforms all known population optimization algorithms in both speed and accuracy. Use Cases AO
* * * * * * * 주로 XAUUSD를 거래하고 테스트할 때 XAUUSD로 조정하는 것을 권장하며 다른 거래 대상은 수익 효과를 보장할 수 없습니다 * * * * * * * * * * * * 테스트가 필요한 경우 메모 (본 후 가장 먼저 회신) 를 남겨 주십시오. 작업 성과를 보호하기 위해 특정한 매개 변수를 입력해야 합니다. 시스템의 기본 매개 변수는 캡처하여 철회하는 효과를 실현할 수 없습니다! 테스트가 필요한 경우 메모 (본 후 가장 먼저 회신) 를 남겨 주십시오. 작업 성과를 보호하기 위해 특정한 매개 변수를 입력해야 합니다. 시스템의 기본 매개 변수는 캡처하여 철회하는 효과를 실현할 수 없습니다! 테스트가 필요한 경우 메모 (본 후 가장 먼저 회신) 를 남겨 주십시오. 작업 성과를 보호하기 위해 특정한 매개 변수를 입력해야 합니다. 시스템의 기본 매개 변수는 캡처하여 철회하는 효과를 실현할 수 없습니다! *******************************
이 제품은 지난 3년 동안 개발되었습니다. 이는 MQL5 프로그래밍 언어에서 모든 유형의 인공지능 및 머신러닝 코드를 다룰 수 있는 가장 진보된 코드베이스입니다. MetaTrader 5에서 많은 AI 기반의 트레이딩 로봇과 인디케이터를 만드는 데 사용되었습니다. 이 제품은 MQL5용 머신러닝에 대한 무료 오픈 소스 프로젝트의 프리미엄 버전입니다. 프로젝트 링크:  https://github.com/MegaJoctan/MALE5 . 무료 버전은 기능이 제한적이며, 문서화가 부족하고 유지보수가 원활하지 않습니다. 소규모 AI 모델을 위한 제품입니다. 이 프리미엄 제품은 AI 기반 트레이딩 로봇을 효과적으로 개발하는 데 필요한 모든 기능을 제공합니다. 이 라이브러리를 구매해야 하는 이유? 사용이 매우 간편하며, 코드 문법이 Python의 인기 있는 AI 라이브러리인 Scikit-learn, TensorFlow, Keras와 유사합니다. 잘 문서화됨 – 시작을 돕기 위한 다양한 동영상, 예
Shawrie
Kevin Kipkoech
This Pine Script implements a Gaussian Channel + Stochastic RSI Strategy for TradingView . It calculates a Gaussian Weighted Moving Average (GWMA) and its standard deviation to form an upper and lower channel. A Stochastic RSI is also computed to determine momentum. A long position is entered when the price closes above the upper Gaussian band and the Stoch RSI K-line crosses above D-line . The position is exited when the price falls back below the upper band. The script includes commission, cap
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Scan a fixed list of assets (Ibovespa) in the chosen timeframe (TimeFrame). For each pair and for various periods. Calculate a regression model between the two assets (and, if desired, using the bova11 index as a normalizer). Generate the spread of this relationship, its mean, standard deviation, speculative deviation, and betas (B1 and B2). Apply an ADF test without exclusion (cointegration/stationarity). Calculate the Z-score of the current exclusion (how many standard deviations are away from
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