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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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
Binance Library MetaTrader 5 connects your Expert Advisors, indicators, and scripts to Binance.com and Binance.US directly from MetaTrader 5. It is a developer library for building custom Binance integrations inside MT5, not a standalone trading robot or copier. The library helps you add Binance instruments to Market Watch, read symbol specifications, load current and historical market data, check wallet balances, manage orders, and track open positions. It supports Spot, USD-M futures, and COI
1. 这是什么 MT5系统自带的优化结果非常少,有时候我们需要研究更多的结果,这个库可以让你在回测优化时可以输出更多的结果。也支持在单次回测时打印更多的策略结果。 2. 产品特色 优化的输出的结果非常多。 可以自定义CustomMax。 输出结果在Common文件夹。 根据EA名称自动命名,且同一个EA多次回测会自动更新名称,不会覆盖上一次的结果。 函数非常简单,你一眼就可以看懂。 #import "More BackTest Results.ex5" // Libraries Folder, Download from the market. //---Set CustomMax void iSetCustomMax( string mode); //---Display multiple strategy results when backtesting alone (not opt). void iOnDeinit(); //--- void iOnTesterInit(); double iOnTester(); void iOnTesterPass( string lang
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
该库将允许您使用任何 EA 来管理交易,并且非常容易集成到任何 EA 上,您可以使用描述中提到的脚本代码以及显示完整过程的视频演示示例自行完成。 - 下限价、止损限价和止盈限价订单 - 下达市场订单、SL 市场订单、TP 市场订单 - 修改限价订单 - 取消订单 - 查询订单 - 更改杠杆、保证金 - 获取位置信息 和更多... 租赁加密货币图表是可选的,除非您的 MT5 上没有币安图表。 对于脚本演示:单击此处 如果您想与交易面板进行交易,您可能对此产品感兴趣 该产品是加密图表的插件 该库将允许您使用任何 EA 来管理交易,并且非常容易集成到任何 EA 上,您可以使用描述中提到的脚本代码以及显示完整过程的视频演示示例自行完成。 - 下限价、止损限价和止盈限价订单 - 下达市场订单、SL 市场订单、TP 市场订单 - 修改限价订单 - 取消订单 - 查询订单 - 更改杠杆、保证金 - 获取位置信息 和更多... 租赁加密货币图表是可选的,除非您的 MT5 上没有币安图表。 对于脚本演示: 单击此处 如果您想与交易面板进行交易, 您可能对
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
OpenAI Library MT5
VitalDefender Inc.
该库旨在提供一种尽可能简单的方法,直接在MetaTrader上使用OpenAI的API。 要深入了解库的潜力,请阅读以下文章: https://www.mql5.com/en/blogs/post/756098 The files needed to use the library can be found here: Manual 重要提示:要使用EA,需要添加以下URL以允许访问OpenAI API  如附图所示 要使用该库,需要包含以下Header,您可以在以下链接找到:  https://www.mql5.com/en/blogs/post/756108 #import "StormWaveOpenAI.ex5" COpenAI *iOpenAI(string); CMessages *iMessages(void); CTools *iTools(void); #import 这就是您需要的所有信息,以便轻松使用该库。 以下是如何轻松使用该库并与OpenAI的API交互的示例 #include <StormWaveOpenAI.mqh>       //--- 包含用于AP
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
这是一个可以定时自动交易的EA。根据你设定的时间,精确到秒,可以设置最多下几单。下单buy或者Sell.可以设置值止盈止损点。并且可以设定在下单后多久平仓。一般都是用来做事件。祝你好运。 请看图片自己根据设定来使用。每一次使用请重新加载EA。不用的时候记得关闭EA按钮。 我来举个例子。比如英国央行利率决议。你在最后两秒下单(设置的是你本机的时间)。因为可能瞬间点差扩大,你可能不敢直接下最大手数,所以你可以选择小手分批从最后5秒开始进场。我相信做过的人知道我说的意思。因为我专业做这个已经十年。最近才做出了这个自动化EA。并且这里面有个检测就是你点击开始之后如果超过了你设定的时间十秒他就不会执行了。保证你的安全。你自己用DEMO账户测试几次你就知道我这个有多好用了!
MyTradingHistory
Max Timur Soenmez
一个易于使用的库,为开发者提供关键交易统计数据的便捷访问,适用于其MQL5 EA。 库中的可用方法: 账户数据和收益: GetAccountBalance() : 返回当前账户余额。 GetProfit() : 返回所有交易的净利润。 GetDeposit() : 返回总存款金额。 GetWithdrawal() : 返回总取款金额。 交易分析: GetProfitTrades() : 返回盈利交易的数量。 GetLossTrades() : 返回亏损交易的数量。 GetTotalTrades() : 返回执行的总交易数。 GetShortTrades() : 返回卖空交易的数量。 GetLongTrades() : 返回多头交易的数量。 GetWinLossRatio() : 返回盈利与亏损交易的比例。 GetAverageProfitTrade() : 返回每笔盈利交易的平均利润。 GetAverageLossTrade() : 返回每笔亏损交易的平均亏损。 GetROI() : 计算投资回报率。 GetLargestProfitTrade() : 返回单笔交易的最大利润。 Get
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
近段时间买家运行良好,但同时也有朋友担心: 1、EA测试回测数据的真实性; 2、回测效果好不代表实测效果好,而免费演示版的可测试时间太短,无法判断EA的实用性。 针对以上问题,现推出一个完美的解决方案,直接给到限定时间的测试版本,需要的可以私信留言,或者聊天窗口找我,看到后会发送测试版本过来。 此外,为了方便部分已购买源代码的客户熟悉了解代码,进一步优化和提升空间,并且让更多的有意向的客户了解这个EA的编辑逻辑,特将代码拆解,不定期的讲解基本思路,跟着走即便是小白也可以快速上手,以便后续购买源代码后快速上手优化! 知乎专栏: Day01:初始MQL5量化系统 - quanter的文章 - 知乎 https://zhuanlan.zhihu.com/p/1969031679428530490 Wordpress个人网站: https://quanter001.wordpress.com/ 如有任何问题,欢迎邮件沟通:quanter001@163.com ****************************************************************
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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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