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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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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 变得毫不费力,可以完全控制您的交易策略 通过用户友好的图形交易面板。 您将获得超高品质 包含超过 15,000 行代码的算法交易软件。 交易“Prop Firms Challenges”和通过所有阶段成为合格交易员的最佳方式。 供应需求 EA ProBot 手册 || 如何使用交易面板 || 自动方向 购买后请给我发一条消息,让我将 “方向面板” 指示器发送给您。其价格为 (199 美元) ,但购买后您将完全 免费 获得它。 “供应和需求 EA ProBot” 中的交易模式 · 手动交易: 您可以通过点击供应和需求区域旁边的区域标签来手动进行标记/限价交易。为此,您需要从输入参数启用手动交易,并禁用交易面板上的买入和卖出按钮。 · 半自动交易: 当价格触及某个区域时,EA 可以自动进行交易。它根据您在交易面板上选择的偏好进行交易。为了在价格触及需求区域时进行交易,需要激活“买入”按钮;为了在价格触及供应区域时进行交易,需要激活“卖出”按钮。这允许您自定义交易方向(买入或卖出),以及其他基本
Aura Neuron MT4
Stanislav Tomilov
5 (4)
Aura Neuron 是一款独特的 EA 交易系统,延续了 Aura 系列交易系统。通过利用先进的神经网络和尖端的经典交易策略,Aura Neuron 提供了一种具有出色潜在性能的创新方法。这款 EA 交易系统完全自动化,旨在交易 XAUUSD (GOLD) 等货币对。从 1999 年到 2023 年,它在这些货币对中表现出了一致的稳定性。该系统避免了危险的资金管理技术,例如马丁格尔、网格或剥头皮,使其适用于任何经纪商条件。Aura Neuron 由多层感知器 (MLP) 神经网络驱动,利用它来预测市场趋势和走势。MLP 是一种前馈人工神经网络 (ANN),通常被称为“原始”神经网络,尤其是当它们由单个隐藏层组成时。MLP 包括三个基本层:输入层、隐藏层和输出层。除输入节点外,每个神经元都使用非线性激活函数。该网络使用称为反向传播的监督学习技术进行训练。 MLP 的多层结构和非线性激活使其有别于线性感知器,使其能够识别数据中非线性可分的模式。通过其复杂的 NN 智能,Aura Neuron 能够识别模式并适应不断变化的市场条件,例如汇率或交易者行为的变化。其处理复杂数据的能力使其能够
FX EurUsd Robot MT4
Marzena Maria Szmit
5 (13)
The EUR/USD Multi-Strategy Trading Robot MT4 is an advanced tool designed to optimize trading by combining 3 key systems:   daily trading, volume analysis, and Fibonacci   retracement levels. This robot works by integrating these different approaches to create a more dynamic and adaptable strategy for trading the   EUR/USD pair . EA adapts to different market conditions, this makes it an ideal solution for traders looking to enhance their trading strategy with a powerful, multi-faceted approach.
Gold ISIS MT4
Lo Thi Mai Loan
5 (2)
EA Gold Isis – 一个安全且高效的黄金交易解决方案   启动促销! 当前价格仅剩 1 份!  下一价格:$498 最终价格:$1998  实时信号 MT5版本 你好!我是EA Gold Isis,是Diamond Forex Group家族中的第二款EA,专为黄金交易(XAU/USD)设计。凭借卓越的功能和安全优先的理念,我承诺为交易者提供可持续且高效的黄金交易体验。   EA Gold Isis 有何独特之处?   - 动态止损(SL):EA 根据最近K线的价格范围设置止损(SL)。这一功能确保SL能够灵活适应市场变化,更有效地保护您的账户。   - 多样化交易策略:EA配备了3种交易策略,每种策略最多可同时开启3个订单,总计最多可进行9笔交易。   - 灵活的移动止盈:提供利用移动止盈锁定利润的功能。您可以根据个人偏好完全自定义该功能。   - 安全至上:每笔交易均设置了预设止损(SL),以保障您的账户免受意外风险的侵害。   EA Gold Isis 的工作原理   1. 无风险策略:      - 不使用马丁策略或网格交易。      - 不执行
The Infinity EA MT4
Abhimanyu Hans
3.44 (27)
ChatGPT Turbo 人工智能驱动技术 Infinity EA 是一款专为 GBPUSD 和 XAUUSD 设计的高级交易专家顾问。它专注于安全性、持续回报和无限盈利能力。与许多其他依赖高风险策略(如马丁格尔或网格交易)的 EA 不同。Infinity EA 采用基于神经网络的规范、有利可图的剥头皮策略,该神经网络嵌入机器学习、数据分析 AI 技术,由最新的 ChatGPT 版本提供,可让您的整体交易体验卓越不凡。 加入我们拥有超过 6000 名成员的 MQL5 社区, 与其他交易者建立联系。及时了解最新的产品更新、提示和独家内容。 MT5 版本 如何设置 Infinity EA 特征 Infinity EA 利用人工智能驱动的剥头皮策略。 该 EA 与 ChatGPT-4 Turbo 集成,可进行实时数据分析。 Infinity EA 利用机器学习不断从市场数据中学习。 风险管理是 Infinity EA 的核心,具有固定止损和获利设置等功能,可以保护资本并锁定利润。 该 EA 还进行高级蜡烛图分析,以识别高质量的交易条目。 Infinity EA 与道具公司完全兼容。 促销
Ai General EA MT4
Indra Maulana
5 (2)
Bonus: By purchasing this Expert, get 1 Expert as a gift (Only for the next 7 buyers) To receive the bonus, send a message after purchase A fully automatic expert Designed and produced 100% by artificial intelligence, with the world's most advanced technology All trades have profit and loss limits, with the best and least risky market strategy, without using dangerous strategies such as Martingale and hedges, etc. A specialist who has been trained by artificial intelligence for years to correct
Golden AI
Dmitriq Evgenoeviz Ko
1 (1)
The Gold AI EA for gold trading in the MetaTrader 4 (MT4) platform is an automated trading system specifically designed for gold (XAU/USD) trading. Such advisors typically use algorithms to execute trades based on technical analysis and other market data. Its ability to interact contagiously with market volatility gives confidence to even the most cautious traders, opening up new horizons for them to achieve success. Regardless of the level of experience, this tool, capable of quickly adapting
Goldex AI
Mateo Perez Perez
5 (1)
Goldex AI:今天的成功将是明天的果实 实时信号 > IC Markets Real: Goldex AI 高风险设置 手册和配置文件:购买后请联系我获取手册和配置文件。 价格: 起始价格为 499 美元,每售出 10 台将增加 199 美元。 可用副本:8 Goldex AI - 具有神经网络、趋势和价格行为的高级交易机器人。 Goldex AI 是一款高性能交易机器人,它利用价格走势打破黄金的支撑位和阻力位,充分利用纽约市场的走势,从而获得尽可能高的利润。 该机器人有一个名为 “智能恢复 ”的策略,在出现亏损后会启动该策略,并开设更大的手数,以便在短时间内挽回可能出现的亏损。 Goldex AI 有一个内置的智能新闻过滤器,可以过滤掉没有中等和高影响新闻的日子,从而禁止交易,这是因为这些日子的市场非常缓慢,没有足够的运动来实现突破支撑和阻力的正确价格行动。Goldex AI 使用 ForexFactory 作为数据源,这是当今最好的新闻提供商之一。如果您要进行实时交易,建议启用它;如果您要进行回溯测试,建议禁用它。 Goldex AI 具备 AutoGMT 偏移功能,可自动
CoreX G MT4
Arseny Potyekhin
5 (8)
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CyNera MT4
Svetlana Pawlowna Grosshans
2.8 (15)
CyNera:您的交易,我们的技术 信号 >400%:  CyNera 信号 >500%: CyNera Turbo 手册和设置文件:购买后请联系我以获取手册和设置文件 价格: 价格根据售出的许可证数量上涨 可用副本: 4 交易黄金,市场上最波动的工具之一,需要精确的操作、深入的分析和强有力的风险管理。CyNera 专家顾问将这些要素无缝集成到一个复杂的系统中,专为优化黄金交易而设计。CyNera 的先进策略和技术旨在帮助经验丰富的交易员和新手应对黄金交易所带来的独特挑战和机遇。 有了 CyNera,您就拥有了一套可靠的解决方案,专门针对黄金市场的复杂性。它结合了自适应、智能策略以及多时间框架分析、自动交易调整和精确的风险管理等高级功能。正是这种适应性,使得 CyNera 成为一种多功能工具,能够应对快速的市场变化,同时确保您的资本在长期内得到保护。 符号 XAUUSD (黄金) 时间周期 M30   资本 最少 100 美元 经纪商 任何经纪商 账户类型 任何,较低点差优先 杠杆 从 1:20 起 VPS 首选,但不是必须,也可以使用 MQL VPS CyNera 的核心力量
Eternal Engine是一款采用了多种指标,结合了网格和马丁策略的先进EA,其核心特点是对入场点的精准控制,这一优势使其在复杂的市场环境中依然能够保持出色表现。Eternal Engine EA 拥有较多的交易机会,对点差不敏感,并通过严格的入场点位控制,确保精准进入每一笔交易。该策略已经在实盘中证明了自己,提供了超过一年时长的低回撤实时信号。无论您是新手还是经验丰富的交易者,Eternal Engine EA 都能为您带来卓越的交易体验。 MT5版本     用户手册 signal:  https://www.mql5.com/en/signals/2281073 signal:  https://www.mql5.com/en/signals/2220467 下一个价格: $699 setfile: High risk Medium risk Low risk 本EA的特点: 适用货币对:GBPUSD,EURUSD,AUDCAD,AUDNZD 加载时间框架:任意 全天侯交易 自定义调节网格的距离与马丁的倍数 自定义允许同时交易的货币对数量 自定义允许交易的回撤范围 多种手段控
DS Gold Robot MT4
Marzena Maria Szmit
4 (4)
Introducing the DS Gold Robot, your ultimate companion in navigating the intricate world of XAUUSD trading. Developed with precision and powered by cutting-edge algorithms, DS Gold is a forex robot meticulously crafted to optimize your trading performance with  XAUUSD pairs . With its advanced analytical capabilities,  DS Gold  Robot   constantly monitors the gold market, identifying key trends , patterns, and price movements with lightning speed. The DS Gold Robot opens positions every day from
XG Gold Robot MT4
Marzena Maria Szmit
4.54 (28)
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
AI Golden Jet Fighter GTX MT4
Andrei Nazarets
4.29 (7)
AI Golden Jet Fighter GTX     MT4 是 Meta Trader 4 平台上一款简单而高效的黄金交易专家顾问 (EA)。该 EA 利用神经网络,专为黄金市场 (XAU/USD) 的剥头皮交易而设计。AI Golden Jet Fighter GTX 的主要策略侧重于识别小幅价格​​波动并开仓以在短时间内获利。EA 实时分析市场状况,并自动执行具有预定义止损和止盈水平的交易。它还支持追踪止损功能,允许交易者在市场有利时锁定利润。为确保准确性,EA 使用价差过滤器来避免在不利条件下交易,并使用滑点保护机制来精确执行订单。AI Golden Jet Fighter GTX 包含风险管理功能,使交易者能够将风险水平设置为其账户余额的百分比,使其能够适应不同的交易方式。EA 利用 NN 算法实时分析市场数据,适应不断变化的条件,并为交易的进入和退出提供高度准确的信号。该 EA 易于使用且完全自动化,只需极少的设置,因此从初学者到专业人士,各个级别的交易者都可以使用它,无需持续监控市场。                              接下来的 10 位买
Forex trading bot ai
Andrey Kozak
5 (1)
Forex trading bot ai 是一个基于人工智能的机器人,具有自我学习能力。该机器人根据设置中指定的输入参数启动其首笔交易。每次执行的交易都会被记录在文件中(记忆)。随后,机器人会分析所有已关闭的交易及其关闭时的市场条件。如果已关闭交易的整体利润为负,机器人将检查这些交易的初始参数,并进行调整以改善交易结果。通过这种方式,机器人不断学习并自主选择最有效的交易参数。机器人的学习过程在关闭前10个订单后开始。机器人通过分析其最后100笔交易来学习。设置中的输入参数仅用于开启前10笔订单,之后机器人将自行优化设置。因此,机器人在图表上的交易时间越长,表现就会越好。 购买该机器人的优势: 一个自动交易机器人。 用于有效开启前几笔交易的SET文件,帮助机器人在学习阶段获得更好表现。 访问开发者的封闭VIP频道。 可以在20台不同的电脑上安装机器人。 您可以将机器人安装在不限数量的交易账户上。机器人绑定到电脑。 免费获取机器人的所有最新更新。 可以无限期使用机器人,无任何限制。 机器人的优势: 机器人基于人工智能,能够自我学习并改善交易结果。 机器人可以独立选择最有效的交易参数。 机器
Greedy Golden MT4
Mihails Babuskins
5 (2)
Important: Please use in accounts with lower swap or swap-free accounts. Real monitoring signals: Signal 1 Contact me after payment to send you the user manual PDF file See the real monitoring signal in my profile. Use only on gold and on the  BUY direction. Trading gold is attractive to many traders due to the high volatility and depth of the market. Should we invest in gold or just scalp it? Answering this question is a big challenge for many traders. X trading robot is the answer to this cha
Secret Impulse MT4
Eugen Funk
3.5 (18)
EA(交易专家)会在纽约交易时段市场开始波动时开仓(交易量增加)。因此,冲量得到了交易量的支持,我们可以以较高的概率迅速达到止盈(Take Profit)。 信号 (292%, 10% DD):   https ://www .mql5 .com /en /signals /2274145 纽约交易时段的冲量入场 EA通过低时间框架上的FVG(公平价值缺口)检测隐藏的冲量。如果冲量在纽约交易时段之前或期间被检测到,EA会开仓。 根据市场动态管理仓位 如果冲量迅速消失,EA会采用以下三种策略之一: 在某个已识别的价格水平触发止损,并停止交易。 触发止损后,在相反方向开设新仓位。 继续管理原始仓位,通过增加或减少仓位直至获得利润。 如何使用 购买后,请与我联系以获取详细的设置说明。EA运行需要网络连接(内部使用了Rithmic验证的订单簿数据)。 如何进行回测 在黄金(XAUUSD)上运行测试。 时间框架:1分钟。 在输入字段“Lot Factor”中设置手数。1x表示0.01手,10x表示0.1手,以此类推。 设置您的账户货币中的最大允许回撤,例如100美元。如果达到指定的回撤值,所有仓
Stability Pro MT4
Profalgo Limited
推出促銷活動: 只需 34 9 美元,而不是 990 美元! 此促銷價僅剩幾本! 請務必在我們的促銷博客中 查看我們的“ 終極 EA 組合套餐 ”   !   JOIN PUBLIC GROUP:   Click here 實時結果低風險 實時結果高風險 歡迎使用 STABILITY PRO :市場上最先進、穩定、低風險的網格系統之一! 該 EA 已對其使用的外匯對的完整可用歷史記錄進行了壓力測試。 在這些壓力測試中,從 2007 年至今,EA 每個月都盈利,如下面的屏幕截圖所示。 EA 使用先進的 SVG 算法(智能可變網格),該算法不會以固定距離添加網格交易,而是會分析市場走勢以確定網格位置。 我付出了很多努力來為這個 EA 獲得良好的風險/回報比和強大的恢復係數。 因此,您有多種方法來控制風險和回撤,並且 EA 將從任何潛在損失中快速恢復。 為了防止帳戶崩潰,有多種方法可以在每個網格上放置“最壞情況”SL。 範圍從基於最大歷史回撤的止損,到更嚴格的止損以防止重大損失。 這些只是“最壞的情況”,SL 是為了防止市場上大多數 EA 經歷的高額淨值虧損或賬戶崩潰。 所有模式都很
LENA Scalp
Cence Jk Oizeijoozzisa
4.4 (5)
莉娜頭皮 Lena Scalp 实时信号版本 = https://www.mql5.com/en/signals/2295107 利用先進的停損技術和人工智能,Lena Expert Advisor 提供創新的交易體驗。 Lena 的機器人避免使用大規模的止損、馬丁格爾和網格交易。相反,它採用動態止損系統,根據市場情況進行調整。 人工智能驅動的分析有助於識別市場中的關鍵機會,並與其精心設計的策略相一致。 這是一個基於經驗豐富的交易者所開發的穩健、經過驗證的方法的自動化交易解決方案,提供可靠性和效率。 它不使用大的損失限制,每當它檢測到啟動無效時,它就會以盡可能低的損失退出,並在真實帳戶中關閉交易(這是人工智慧檢測)。 如果您购买完整版,将免费获得一份   -Hijack      HiJack: https://www.mql5.com/en/market/product/133565        ----------------------------- 7,715% 利润     运行时间超过8个月 账户号码:21756797 密码:123456789PP 服务器:ICM
EvoTrade EA MT4
Dolores Martin Munoz
5 (1)
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Thi Thu Ha Hoang
4.73 (15)
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
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Denis Kurnev
3.53 (45)
The   AI Gen ProX   Expert Advisor is a powerful solution based on advanced market analysis and data processing technologies. Utilizing cutting-edge algorithms for time series analysis and complex mathematical models, it ensures high accuracy in forecasts and automates trading processes. The EA is designed to combine performance and reliability, making it an effective tool for trading.   Real Time Signal GEN PRoX:  https://www.mql5.com/ru/signals/2283186 The price of the advisor will increase si
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Marzena Maria Szmit
5 (2)
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
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Profalgo Limited
5 (2)
推出促銷活動: 目前價格只剩幾本! 最終價格:990$ 新:購買 Goldbot One 並免費選擇 1 個 EA! (適用於2個交易帳戶) 加入公共團體: 點擊此處   終極組合優惠   ->   點擊此處 LIVE SIGNAL 隆重介紹   Goldbot One ,這是一款專為黃金市場設計的高度複雜的交易機器人。 Goldbot One 專注於突破交易,利用支撐位和阻力位來識別主要交易機會。 該專家顧問專為在波動的貴金屬市場中尋求效率、可靠性和策略優勢的交易者而設計。   值得注意的事實:     EA 在樣本外資料中的表現與用於最佳化的樣本內資料完美一致。   樣本內時期為2016年至2023年。 用於確認策略的樣本外資料為 2004-2016 年和 2024 年。       2024年,業績躋身近20年來最好之列!   現在,這是未來表現的一個非常好的指標。   主要特點: 多策略方法: 獲勝策略的 8 種變體: Goldbot One 運行八種不同的突破策略變體,每種變體都針對不同的市場條件進行了最佳化。這種多元化確保了風險的良好分散並創造了更平穩的成長預期  
The Matrix Mind AI MT4
Pool Quintal Carlos Alejandro
The Matrix Mind AI: 外汇交易的新标准 The Matrix Mind AI 是一款创新的交易顾问,旨在拓展外汇交易的可能性。基于矩阵分解模型,它对市场数据进行深入分析,发现隐藏的模式,并提供独特的策略开发机会。 真实信号: https ://www .mql5 .com /en /signals /2277247 价格优惠: 前7份副本:   $399 后续价格:   $499 The Matrix Mind AI 的关键特点 以矩阵分解为核心 采用高级算法(如奇异值分解 SVD 和主成分分析 PCA),将大量数据分解,以发现货币对、时间序列和市场趋势之间的关键关联。 优于文本和图形 AI 的独特优势 与仅限于文本分析和数据可视化的平台不同,The Matrix Mind AI 专为真实市场条件设计。其算法考虑多个因素,以提供更准确和相关的洞察。 聚焦信号质量 降噪技术使顾问能够过滤无关波动和市场噪声,仅突出最有价值的信号。 动态适应 顾问采用适应性策略,根据当前市场状况进行调整,确保决策的灵活性和相关性。 风险优化 矩阵模型帮助在盈利和风险之间找到平衡,使策略在
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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