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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
2.93 (14)
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AI Golden Jet Fighter GTX MT4
Andrei Nazarets
4.29 (7)
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Marzena Maria Szmit
4.81 (42)
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
EvoTrade EA MT4
Dolores Martin Munoz
5 (1)
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Evgeniy Ilin
5 (2)
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Denis Kurnev
3.7 (44)
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Abhimanyu Hans
3.48 (25)
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Arseny Potyekhin
5 (7)
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Georgios Kalomoiropoulos
5 (8)
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Andrei Vlasov
5 (2)
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XG Gold Robot MT4
Marzena Maria Szmit
4.52 (27)
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
AlphaFlow EA MT4
Dolores Martin Munoz
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Secret Impulse MT4
Eugen Funk
3.33 (18)
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Tree Of Life
Oeyvind Borgsoe
Tree Of Life EA is an fully automatic trading advisor which recognise patterns and trends in a highly accurate manner. It is designed to generate stable long-term gains while providing excellent risk management. After years of trading and testing, we have discovered spesific combinations of indicators and internal calculations that secure a solid foundation for a robust strategy. The main indicators Tree Of Life uses are the Moving Average and Stochastic. Together with internal calculations, ou
CyNeron MT4
Svetlana Pawlowna Grosshans
3.8 (5)
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AI NeuroX EA MT4
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
The Matrix Mind AI MT4
Pool Quintal Carlos Alejandro
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Chaos Algo Trading EA
Stefano Frisetti
3.67 (3)
DESCRIPTION With the CHAOS ALGO TRADING EA, You dont need anymore to guess prices direction, You can profit when prices move either in mark up or in mark down from the moment You activate the EA in Your trading account. The ALGO TRADING EA was created to fully automate the TRADING STRATEGY OF CHAOS, leaving the single TRADE OPEN and TRADE CLOSE to the EA, and keeping for the TRADER only the decision when to activate it or close it. The EA is best used in loops; so if USER activate it, and then
Nasdaq100 Algo Trading MT4
Lo Thi Mai Loan
5 (1)
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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
Paradox Flux Trader:黄金交易(XAU/USD)的革命性突破 想象一下,一个不仅仅是分析市场的工具,而是彻底重新定义交易方式的系统。 Paradox Flux Trader   不只是一个交易顾问(EA),它是一款专为黄金(XAU/USD)交易打造的下一代交易系统。它运用独特的技术,使其在市场上独树一帜。 限时优惠 Paradox Flux Trader   现仅售   $499 ,促销结束后,价格将翻倍。不要错过这个机会! 仅剩 5 份,特价 $499 购买后请联系我,以获取私人资料和安装指导。 实时信号: https://www.mql5.com/en/signals/2293040 Paradox Flux Trader 的使命 Paradox Flux Trader   旨在彻底改变你对黄金交易的理解。它不仅仅是分析数据,还能够基于独特算法 创造 新的交易策略,这些策略无法通过人工手动复制。它是你的 个人交易助手 ,全天候 24/7 工作。 核心功能 Quantum Flux Engine(量子流引擎) 该交易系统的核心是   Quantum Flux Eng
ToTheMoon MT4
Daniel Moraes Da Silva
ONE OF THE FEW ROBOTS WITH A SIGNAL HISTORY OF MORE THAN 3 YEARS AND AMONG THE TOP 10.   LINK TO MY ROBOTS AND SIGNAL PRESETS: In my profile there is a link to download the PRESETS that I use in my SIGNALS, you can download and backtest for free, there are explanations in the README MANUAL. https://www.mql5.com/en/users/tec_daniel   SOME EXAMPLES OF SIGNALS ON “mql5.com” BEING TRADED BY THE ROBOT, ALL MY SIGNALS ARE TRADED BY THE ROBOT, I ONLY CHANGE PRESET SETTINGS: https://www.mql5.com/en/user
Big Forex Players MT4
Marzena Maria Szmit
4.74 (31)
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   (p ositions are sent from our databa
Golden Lab AI MT4
Thu Huyen Trang Nguyen
Golden Lab AI is quite a unique trading system: It operates 100% based on technical analysis. It can integrate fundamental analysis related to deposit interest rates (channel rate mode). For the channel rate mode, you need to contact me before purchasing it. Flexible SL - TP. Single orders only, with no high-risk trades like grid or martingale. Default SL is only 2%. Trades are carefully selected and combined with daily interest rates to determine the main trend, which results in fewer trades—av
Simos MT4
Maryna Shulzhenko
5 (1)
Description of   Simo : an innovative robot with a unique trading system Simo is a revolutionary trading robot that changes the rules of the game with its unique trading system. Using sentiment analysis and machine learning, Simo takes trading to a new level. This robot can work on any time frame, with any currency pair, and on the server of any broker. Simo uses its own algorithm to make trading decisions. Various approaches to analyzing input data allow the robot to make more informed decis
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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