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ANOVA Seeking

**Multi-Strategy EA with Advanced Statistical Analysis (ANOVA & R-squared)**

**Core Statistical Framework:**
1. **ANOVA Analysis:**
   - One-way ANOVA: For trend direction significance
   - Two-way ANOVA: For market variable interactions
   - P-value thresholds < 0.15 for trade validation

2. **R-squared Analysis:**
   - ATR R² (Strong correlation ≥ 0.75)
   - Standard Deviation R² (Moderate: 0.50-0.74)
   - EMA R² (Weak: 0.25-0.49)
   - Combined R² for overall market state
   - Determines sideways vs trending markets

**Trading Strategies:**

**Strategy 1 (Magic: 124577)**
- Primary: ATR H4 with ANOVA validation
- Entry: Simultaneous Buy/Sell Stop orders
- Confirmation: P-value < 0.15 and R² analysis
- Risk: 0.51% per trade
- RRR: 1:1.95
- Advanced SL/TP using ATR

**Strategy 2 (Magic: 124578)**
- Primary: Volume Profile with R² confirmation
- Entry: Buy/Sell Limit orders
- Martingale on profit targets
- Risk: 0.31% per trade
- RRR: 1:2.44
- Max 6 orders limit

**Strategy 3 (Magic: 124579)**
- ATR H4 Martingale with statistical validation
- Counter-trend entries
- Risk: 0.07% per trade
- RRR: 1:3.33
- Max 5 Martingale orders

**Market State Analysis:**
1. **Sideways Market Detection:**
   - R² < 0.6 for ATR/SD/EMA
   - Combined R² < 0.25
   - P-value significance testing

2. **Trend Confirmation:**
   - Strong R² correlations (≥ 0.75)
   - ANOVA significance levels
   - Volume profile support

**Additional Features:**
- Real-time statistical calculations
- Auto Break-Even system
- Order management controls
- Trading pause (03:00-07:00 Bangkok)
- P&L real-time display

**Risk Management Integration:**
- Strategy-specific risk allocation
- Statistical validation for entries
- Multi-layer protection system
- Advanced position sizing

This EA combines robust statistical analysis (ANOVA & R-squared) with practical trading strategies, offering a comprehensive approach to market analysis and trade execution.
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CyNera MT4
Svetlana Pawlowna Grosshans
5 (1)
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Quantum Emperor MT4
Bogdan Ion Puscasu
4.88 (144)
介绍     QuantumEmperor EA 是一款突破性的 MQL5 专家顾问,它正在改变您交易著名的 GBPUSD 货币对的方式!由拥有超过13年交易经验的经验丰富的交易者团队开发。 IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. ***购买 Quantum Emperor EA,即可免费获得 Quantum StarMan 或 Quantum Gold Emperor !*** 私信询问更多详情 新版直播信号 V5:   点击此处 MT5版本:  点击这里 量子 EA 通道:       点击这里 每购买 10 件,价格将增加 50 美元。最终价格为 1999 美元 量子皇帝EA     采用独特的策略,将单个交易连续拆分为六个较小的交易。这意味着 EA 每次执行交易时,都会自动将其分为 6 个较小的头寸。 量子皇帝EA     因其处理亏损
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Yvan Musatov
5 (1)
Professional trading robot   Albatross : Your reliable assistant in the Forex market Albatross is an innovative trading robot designed to analyze the market using a specialized algorithm. This expert uses advanced methods to assess the strength and amplitude of price movements, which allows it to accurately predict trend reversals and make optimal trading decisions. Benefits of using Albatross Unique analysis algorithm: Albatross analyzes market data for a certain period of time, assessing th
Bonnitta EA
Ugochukwu Mobi
2.9 (20)
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Way To Stars是一款夜间头皮EA,专门设计在市场波动性较低的时间段进行交易来利用低波动性,以此降低风险。这款夜间头皮EA专注于利用小的价格变动进行频繁交易,通过积少成多的方式积累利润。本EA采用严格的止损措施来限制每笔交易的潜在亏损,确保了风险管理的有效性。Way To Stars 是一个真实且诚实的交易系统,它不依赖于号称的神经网络、人工智能、ChatGPT或完美的直线回测结果。 MT5版本     用户手册     signal :  https://www.mql5.com/en/signals/2260126   下一个价格: $ 699 setfile of Medium-low Risk  (signal's setfile) setfile of High Risk 本EA的特点: 适合货币对:GBPUSD 加载时间框架:任意 无网格,无马丁,一次交易 将订单分散为多笔订单,降低风险,提高成功率 通过最大持仓时间和最大浮亏比例来管理风险 自动调整交易时间,考虑时区和夏令时变化 小资金账户适用 适用于低点差高流动性平台,如IC Markets 关于MT4版本的特
The Gold Reaper MT4
Profalgo Limited
4.55 (29)
道具準備就緒! ( 下載SETFILE ) 推出促銷活動: 目前價格只剩幾本! 最終價格:990$ 免費取得 1 個 EA(適用於 2 個交易帳號)-> 購買後聯絡我 Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here New V2.2 Live Signal Old Live Signal 歡迎來到黃金收割者! 該 EA 以非常成功的 Goldtrade Pro 為基礎,設計為同時在多個時間框架上運行,並且可以選擇將交易頻率從非常保守到極端波動設定。 EA 使用多種確認演算法來找到最佳入場價格,並在內部運行多種策略來分散交易風險。 所有交易都有停損和止盈,但也使用追蹤停損和追蹤停盈來最小化風險並最大化每筆交易的潛力。 該系統建立在非常流行且經過驗證的策略之上:交易突破重要的支撐位和阻力位。   黃金非常適合這種策略,因為它是一種波動性很大的貨幣對。 系統根據您的帳戶規模和最大允許提款設定自動調整交易頻率和手數! 回測顯示出非常穩定的成長曲線,回撤非常可控且恢復很快。  該 EA 已針對黃
CyBRG RX Mt4
Arseny Potyekhin
5 (3)
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Bitcoin Robot MT4
Marzena Maria Szmit
4.79 (19)
The Bitcoin Robot  MT4 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 sa
AI TradingVision GPX MT4
Yu Mei Cheng
4.64 (14)
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Denis Kurnev
5 (5)
AI NeuroX EA is an innovative trading advisor based on advanced artificial intelligence technologies, including neural networks and the Perplexity and GPT-4 platforms. This advisor has a unique ability to analyze and predict the dynamics of financial markets using deep learning and advanced algorithms. Thanks to the intuition that even the most experienced traders would envy, AI NeuroX EA is capable of developing unprecedented trading strategies, ensuring excellent performance. This advisor oper
Waka Waka EA
Valeriia Mishchenko
4.31 (48)
EA has a live track record with 4.5 years of stable trading with low drawdown: Live performance MT5 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
Miliron mt4
Nadiya Mirosh
The   Milioron   robot, developed for the Forex market, has significant flexibility and offers many mechanisms for maintaining a series of orders. It allows traders to automate and optimize their trading using built-in strategies and risk management approaches. Some of the main features and capabilities of the Milioron robot include: 1. **Flexibility of settings**: The robot provides traders with a wide range of parameters and settings that can be adapted to specific trading strategies and
AI Cortex EA MT4
Akshit Bhayana
5 (1)
AI-Powered Trading Cortex EA is a cutting-edge Expert Advisor designed for Gold or XAUUSD and GBPUSD. It utilizes neural networks, AI, and machine learning for smart, low-risk trades. Unlike risky strategies like martingale, Cortex EA focuses on safety and adapting to market changes in real-time. Join our  MQL5 community  for updates, tips, and exclusive content. AI Cortex MT5 Version AI Cortex EA setup blog Promo Price: $599 for the first 3 purchases | Next Price: $749 Key Features AI-powere
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Thi Thu Ha Hoang
5 (12)
你是否曾 经想过为什么大多数专家顾问在实盘交易中并不有效,尽管它们在回测中表现完美? 最有可能的答案是 过拟合。许多专家顾问被创建为对现有的历史数据进行 “ 学 习 ” 和完美适 应,但由于构建模型的泛化能力不足,它们无法预测未来。 一些开 发者可能根本不知道过拟合的存在,或者他们知道但没有办法防止它。其他人则将其作为美化回测结果的工具,他们添加了数十个输入参数,而不考虑统计学意义,使交易策略过度依赖历史数据,并试图说服他人他们的专家顾问未来能够实现类似的表现。 如果你 对这个迷人的主题感兴趣,并想更深入地了解过拟合,请参考我的这些文章: Avoiding Over-fitting in Trading Strategy (Part 1): Identifying the Signs and Causes Avoiding Over-fitting in Trading Strategy (Part 2): A Guide to Building Optimization Processes 有几种方法可以避免在 仅仅依赖读取过去数据的专家顾问上亏钱。而最简单的方法是,在没有至少 5
Stock Indexes EA MT4
Marzena Maria Szmit
5 (1)
Stock Indexes EA is a sophisticated trading robot meticulously engineered to capitalize on the dynamics of the US30 . This expert advisor employs advanced algorithms and technical indicators to analyze market trends, identify potential entry and exit points, and execute trades with precision. A news filter has also been added to the robot, which prevents it from opening a position during important economic news , minimizing the risk. In robot, you can also specify the days and hours when the EA
Green Hawk MT4
Rashed Samir
5 (2)
Green Hawk is a professional scalping expert. The strategy is based on smart scalping algorithms which trades in certain periods of the market. The system does not use risky strategies such as grid or martingale. Trading is done based on the return of the price in short periods. All trades are closed within hours. Take advantage of the current launch promo price. I will increase the price In the near future. Next Price: $800 The final price will be $2000. With free VPS service   until next week
SouthEast
Sugianto
5 (15)
SouthEast is an expert advisor developed from my experience in manual trading that has been automated. SouthEast is specifically designed to generate maximum profits with small deposits by prioritizing the security of your funds. Why SouthEast? SouthEast does not require complicated settings and is easy to use because user only need to upload a set file that is already available. Currently there are set files for 20 fx pairs. The best GRID EA with the ability to control risks. I will share
Supply Demand EA ProBot
Georgios Kalomoiropoulos
5 (2)
基于 供需 原则的 全自动 EA。第一个提供完全自动化的 供需 EA 。 现在 交易 变得轻松 ,完全控制您的交易策略 通过用户友好的图形交易面板。 您将获得包含超过 15,000 行代码的超高质量 算法交易 软件。 供应需求 EA ProBot 手册 交易“Prop Firms Challenges”和通过所有阶段成为合格交易员的最佳方式。 所有交易均自动进行和管理。只需 选择您的输入 ,然后坐下来,观察您的利润增长。 面板输入参数: 选择 交易方向 (买入或卖出) 选择您想要进行交易的 时间范围 选择您想要交易 的区域类型 (宽、中、窄、超窄) 选择 3 种资金管理 选项 选择 EA 在 盈利 或 亏损 交易 次数后停止 选择 基于风险 或 基于 ATR 的 TP 和 SL 比率 选择 看涨通道 或 看跌通道 内的交易区域 选择 上限 和 下限 范围 如果您只想在一天中的特定时段进行交易,请选择 时间范围 多种 追踪止损 和 盈亏平衡 功能可供选择 您最多可以查看三个更高时间范围的区域。因此,如果您处于 30 分钟时间范围内,则可以激活 1 小时、
HeXon FX MT4
Arseny Potyekhin
HeXon FX – 外汇交易者的首选交易解决方案 HeXon FX 是一款高度先进的专家顾问(EA),旨在外汇市场中进行精准操作。利用尖端的交易策略,HeXon FX 为交易主要货币对 EURUSD 提供了一种灵活且稳定的解决方案。该 EA 在市场波动较大的阶段表现尤为出色,能够有效适应不同的市场条件,从而实现持续盈利并将风险降至最低。 信号:   Live Signal 1 由于该策略非常独特,我只想出售有限数量的许可证。因此,价格将稳步上涨以限制销售。 下一个价格是  690 USD 。 经纪商 任何经纪商,优选 ECN / ZERO 点差 杠杆 从 1 : 20 起 存款 最低 50 美元     符号 EURUSD 时间框架 H1 HeXon FX 独特的策略 HeXon FX 结合了多种复杂的交易策略,可以单独使用或组合使用,以达到最佳性能。以下是这些策略的概述,以及它们为何如此有效: 基于波动性的突破策略 HeXon FX 使用了一种先进的突破策略,能够识别关键的支撑和阻力水平。当市场突破这些关键点时,EA 精准开仓,利用价格波动的动量。这种策略在波动性
Daytrade Pro Algo
Profalgo Limited
5 (5)
推出促銷: 以當前價格提供的副本數量有限 最終價格:990$ 新:免費獲得 1 個 EA! (2 個交易賬戶) Ultimate Combo Deal   ->   click here LIVE RESULTS:   https://www.mql5.com/en/signals/1949810 JOIN PUBLIC GROUP:   Click here Set Files 歡迎來到 DayTrade Pro Algo! 經過多年的市場研究和不同策略的編程,我發現了一個具有良好交易系統所需的一切的算法: 它是獨立於經紀人的 它是獨立傳播的 它使用真實可變點差測試在 MT4、MT5、TDS2 和多個經紀商上輕鬆顯示非常穩定的回測 數百種不同的設置都在測試中給出了有利可圖的結果(當然我選擇了最好的!) 非常強大的系統 -> 設置可以互換,因此使用 USDJPY 的設置運行 EURUSD 仍然是有利可圖的。   已經在 13 個貨幣對上運行:EURUSD;GBPUSD;USDJPY;AUDUSD;XAUUSD;GBPJPY;USDCAD;EURJPY;EURNZD;EURAU
Diamond Titan FX MT4
Lo Thi Mai Loan
5 (8)
你好,我是 Diamond Titan FX。 这个 EA 专门为 US30 交易对设计。 EA 不使用任何高风险策略,如 Martingale 或 Grid。 默认情况下,EA 为每笔交易设置固定止损(SL)为 50 点,但你可以根据需要进行更改。 EA 还实现了一个从 10 点开始锁定利润的移动止损,你也可以修改这个设置。 它具有整个账户的回撤管理功能。 EA 包含一个新闻过滤选项,如果你希望在新闻期间关闭交易,可以使用这个功能。 特别提示:EA 的实时信号已经运行超过 7 个月。清晰透明。 实时信号 1:   https://www.mql5.com/en/signals/2220190?source=Site+Profile+Seller   促销:购买 Diamond Titan 可免费获得 2 个 EA(US30 Scalper 和 Nasdaq Algo)=> 请发消息了解更多详情。 通过 Prop 挑战的交易历史:   https://www.mql5.com/en/blogs/post/757093   常见问题:   https://www.mql5.com/en
NNFX Algo
AHMED ZABIR SAZOL
This  Expert adviser developed on Prop Trader VP( Patrick Victor) From No Nonsense Fx.  It is an automated trading system that uses 100% technical indicators with very complex settings and some hidden Mathematical calculations to open and close trades. Trade different times for each day. It doesn't use the grid, martingale, or other dangerous money management methods. It has a lot of Entry and Exit Methods, and Every Trade is Stop loss protected. Download Preset file  Features: Every trade is
Oracle MT4
Stanislav Tomilov
4.1 (10)
预言机:交易的未来 Oracle Trading Expert for Meta Trader 旨在利用最新的编程技术和机器学习工具,在 GBPUSD 和黄金市场上提供可靠的性能。借助专有算法和集成神经网络,Oracle 可以有效地分析数据,帮助用户做出明智的交易决策。Oracle 的设计还强调稳定性:其策略经过精心设计,避免过度优化,使其能够适应各种市场条件而无需过度调整。该系统将机器学习模块与 RSI 和布林带等关键指标相结合,创造了一种全面的市场分析和入场时机方法。经过历史数据测试,Oracle 显示出令人鼓舞的结果,为重视稳定性能的交易者提供了一个实用的选择。对于任何交易 GBPUSD 和黄金的人来说,Oracle Trading Expert 都是一款可靠的工具,旨在帮助您自信而平衡地驾驭市场。 此价格仅剩 1 份,之后价格将升至 999 美元 中等英镑/美元和黄金  https://www.mql5.com/en/signals/2263226 注意!专家不经常交易,购买前请记住这一点!不要每天都等待交易!交易很少见!但很准确。 安装(如何设置) 专家的主要优势是超级
AI NoX EA MT4
Denis Kurnev
5 (1)
AI NoX EA is an innovative Forex expert advisor that combines advanced neural networks technologies with high-volume trading and   Matrix factorisation .The advisor uses complex algorithms to decompose large sets of market data, uncovering hidden patterns and correlations between various financial instruments. Details about Advisor Development Configuring the Advisor The price of the advisor will increase significantly as I have allocated a specific number of copies. I will adjust the price as s
Adelio
Jin Sangun
5 (2)
ADELIO 介绍 Live Signal MT4:   Click Here 概述 ADELIO 是一款针对 黄金 (XAU/USD) 的强大而精准的自动交易系统。 它通过利用市场的波动性和趋势,采用多重进入策略进行风险管理。 ADELIO EA 使用趋势跟随的瞬间价格调整和波动的力量进行交易,设计为所有交易者都能轻松使用。 ADELIO EA 的特点 : ADELIO EA 利用黄金资产独特的单向趋势特性。 黄金通常是一种具有强烈波动性和长期单向趋势的资产。 为了匹配这种特性,ADELIO 通过 "DEPOSIT NEED" 功能管理账户资产,并持续保持仓位。 也就是说,当价格朝一个方向大幅波动时,ADELIO 会重新平衡资产,并调整平均价格,在最佳时机实现盈利。 重点在于如何频繁地使用 MAGIC 来进行资产管理。 该策略限制了最多使用 3 次 MAGIC 的配置,因此回测中的 DD 并不是主要关注点。 这一策略的核心在于长期的风险管理和资产配置,而不仅仅是追随市场趋势。 因此,传统的回测无法准确反映这一策略的效果。ADELIO 的核心价值在于其在真实市场中的资产管理能力和
XG Gold Robot MT4
Marzena Maria Szmit
4.48 (25)
The XG Gold Robot MT4 is specially designed for Gold. We decided to include this EA in our offering after   extensive testing . XG Gold Robot and works perfectly with the   XAUUSD, GOLD, XAUEUR   pairs. XG Gold Robot has been created for all traders who like to   Trade in Gold   and includes additional a function that displays   weekly Gold levels   with the minimum and maximum displayed in the panel as well as on the chart, which will help you in manual trading. It’s a strategy based on  Price
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Consolidation
Mano Boonsok
Concept Overview The ConsolidationEA is designed to identify price consolidation levels on the M5 (5-minute) chart and enter trades when breakouts occur beyond these levels. By focusing on periods of low volatility (consolidation) followed by high volatility (breakouts), this EA attempts to capitalize on price trends that follow consolidation phases. Key Features Consolidation Detection : The EA identifies consolidation periods by checking if the price remains within a specific range (determined
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版本 1.1 2024.10.25
Bug Fixes and P-value Optimization:

Strategy 2 (124578) Bug Fixes:

Fixed volume profile calculation
Enhanced limit order placement logic
Improved Martingale progression checks
Optimized order tracking system

P-value Validation Reduction:

Reduced p-value checks for faster execution
Minimized redundant p-value calculations
Streamlined statistical validation process
Optimized memory usage for calculations