QuantTradingSystem

Welcome to the QuantTradingSystem - a sophisticated quantitative trading solution available for MetaTrader 5. This expert advisor combines quantitative strategies with risk management to deliver consistent trading results.

Key Features:

  • 5 Proven Quantitative Strategies including Mean Reversion, Momentum, Pairs Trading, Volatility Trading, and Machine Learning
  • Multi-Strategy Portfolio Approach for diversified risk
  • Advanced Statistical Analysis with real-time calculations
  • Institutional-Grade Risk Management including VaR, Sharpe Ratio, and Dynamic Position Sizing
  • Whole Lot Sizing Option for prop firm compatibility
  • Portfolio Rebalancing and dynamic hedging capabilities

     QuantTradingSystem - Complete Input Parameter Guide

🎯 Strategy Selection
QuantStrategy (Enum: STRATEGY_MEAN_REVERSION)
Purpose: Selects the primary trading strategy
Options: 
o 0 = STRATEGY_MEAN_REVERSION: Trades when price deviates significantly from mean, expecting reversion
o 1 = STRATEGY_MOMENTUM: Follows price momentum and trends
o 2 = STRATEGY_PAIRS_TRADING: Statistical arbitrage (your optimized choice)
o 3 = STRATEGY_VOLATILITY: Trades volatility breakouts
o 4 = STRATEGY_ML_PREDICTION: Machine learning-based predictions
Impact: Determines the core trading logic used
Recommended: Test each strategy type to find best fit for your market
EnableMultiStrategy (Bool: true)
Purpose: Combines signals from all 5 strategies using weighted approach
How it works: Calculates weighted average of all strategy signals
Benefits: Diversification and signal confirmation
Risk: May reduce signal frequency and clarity
Note: Your optimization set this to false for focused approach
________________________________________
📊 Trading Instrument
TradingSymbol (String: "")
Purpose: Specifies which symbol to trade
Default: Empty = uses current chart symbol
Usage: Enter specific symbol like "EURUSD" or "NAS100"
Important: Symbol must be available in Market Watch
TradingTimeframe (Enum: PERIOD_CURRENT)
Purpose: Sets the timeframe for analysis
Default: Uses current chart timeframe
Options: M1, M5, M15, M30, H1, H4, D1, etc.
Impact: Affects signal frequency and trade duration
________________________________________
💼 Portfolio Management
MaxRiskPerTrade (Double: 1.0%)
Purpose: Maximum percentage of equity to risk per individual trade
Range: 0.5% (conservative) to 5.0% (aggressive)
Calculation: Used in position sizing formula
Warning: Higher values = higher potential profits but greater risk
MaxPortfolioRisk (Double: 5.0%)
Purpose: Maximum total risk across all open positions
Protection: Prevents over-leveraging
Trigger: Stops new trades when limit exceeded
TargetVolatility (Double: 0.15)
Purpose: Target annualized portfolio volatility (15%)
Usage: Adjusts position sizes based on market volatility
Formula: Lower market vol = larger positions, higher market vol = smaller positions
MaxPositions (Int: 5)
Purpose: Maximum number of concurrent open positions
Benefits: Risk spreading across multiple trades
Requirement: Needs sufficient capital for all positions
EnablePortfolioRebalancing (Bool: true)
Purpose: Automatically rebalances portfolio daily
Function: Closes oversized positions that exceed risk limits
Frequency: Checks every 24 hours
Benefit: Maintains risk discipline
________________________________________
📏 Position Sizing
UseWholeLotSizing (Bool: true)
Purpose: Forces all trades to use whole number lot sizes only
Effect: 1.0, 2.0, 3.0 lots (no 1.3 or 2.7)
Benefit: Simpler trade management
Drawback: Less precise position sizing
MinLotSize (Double: 1.0)
Purpose: Minimum trade size allowed
Interaction: With UseWholeLotSizing, minimum becomes 1.0 automatically
Override: System may increase if symbol requires higher minimum
MaxLotSize (Double: 10.0)
Purpose: Maximum trade size allowed per position
Protection: Prevents accidentally large positions
Override: System uses smaller of this value and symbol maximum
RoundToNearestWhole (Bool: true)
Purpose: Rounds fractional lots to nearest whole number
Only Active: When UseWholeLotSizing = false
Example: 2.3 lots becomes 2.0, 2.7 becomes 3.0
________________________________________
📈 Statistical Parameters
StatisticalWindow (Int: 252)
Purpose: Number of bars used for statistical calculations
Standard: 252 = ~1 trading year
Impact: Larger window = more stable stats, longer initialization
Critical: EA won't trade until this many bars are collected
ZScoreEntry (Double: 2.0)
Purpose: Z-score threshold for trade entry signals
Your Setting: 4.4 (extremely high - very selective)
Meaning: Price must be 4.4 standard deviations from mean
Effect: Higher values = fewer but higher-quality trades
Standard: 2.0 = ~2.5% probability, 4.4 = ~0.001% probability
ZScoreExit (Double: 0.5)
Purpose: Z-score threshold for closing mean reversion trades
Logic: Close when price moves back toward mean
Conservative: Higher values hold trades longer
ConfidenceLevel (Double: 0.95)
Purpose: Statistical confidence level (95%)
Usage: Used in VaR and statistical calculations
Standard: 0.95 = 95% confidence
________________________________________
🔄 Mean Reversion Strategy
MR_Period (Int: 20)
Purpose: Period for calculating moving average baseline
Usage: Bollinger Bands middle line calculation
Effect: Longer periods = smoother, less sensitive signals
MR_Threshold (Double: 2.0)
Purpose: Standard deviation multiplier for Bollinger Bands
Calculation: Bands = MA ± (Threshold × Standard Deviation)
Impact: Higher values = wider bands, fewer signals
MR_UseBollinger (Bool: true)
Purpose: Enable/disable Bollinger Bands calculation
Alternative: Uses simple price deviation without bands
Performance: Your optimization found better results without Bollinger
________________________________________
⚡ Momentum Strategy
MOM_FastPeriod (Int: 12)
Purpose: Fast period for momentum calculation
Standard: Usually 12-21 for fast momentum
MOM_SlowPeriod (Int: 26)
Purpose: Slow period for momentum calculation
Unusual: Your fast > slow suggests contrarian approach
MOM_Threshold (Double: 0.02)
Purpose: Minimum momentum percentage for signal (2%)
Effect: Only trades on strong momentum moves
________________________________________
📊 Volatility Strategy
VOL_Period (Int: 20)
Purpose: Period for volatility calculation
Method: Uses Average True Range (ATR)
VOL_Threshold (Double: 1.5)
Purpose: Volatility multiplier for breakout signals
Logic: Trade when current volatility > average × threshold
VOL_UseGARCH (Bool: false)
Purpose: Enable advanced GARCH volatility modeling
GARCH: More sophisticated but complex volatility calculation
________________________________________
🤖 Machine Learning
ML_TrainingPeriod (Int: 1000)
Purpose: Number of bars for ML model training
Effect: More data = potentially better predictions, slower adaptation
ML_Features (Int: 10)
Purpose: Number of input features for ML model
Features: Returns, volatility, RSI, momentum, etc.
ML_ConfidenceThreshold (Double: 0.7)
Purpose: Minimum confidence for ML predictions (70%)
Effect: Lower threshold = more ML-based trades
________________________________________
⚠️ Risk Management
VaR_Confidence (Double: 0.05)
Purpose: Value at Risk confidence level (95% = 0.05)
Usage: Calculates potential losses
VaR_Period (Int: 22)
Purpose: Lookback period for VaR calculation
Standard: 22 = 1 trading month
EnableDynamicHedging (Bool: true)
Purpose: Enable automatic hedging mechanisms
Function: May create offsetting positions for risk management
MaxDrawdown (Double: 0.10)
Purpose: Maximum allowed drawdown (10%)
Action: Closes all positions if exceeded


⚖️ Important Disclaimers

LEGAL DISCLAIMER AND RISK WARNING

IMPORTANT: READ BEFORE PURCHASING OR USING THIS EXPERT ADVISOR

RISK DISCLOSURE

TRADING INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS.

  • Past performance does not guarantee future results
  • You could sustain a loss of some or all of your initial investment
  • Trading with leverage amplifies both potential profits and losses
  • Market conditions can change rapidly and unpredictably
  • Technical analysis and algorithmic trading strategies may fail

DISCLAIMER OF LIABILITY

By purchasing and/or using this Expert Advisor (EA), you acknowledge and agree that:

  1. NO GUARANTEE OF PROFITS: This software does not guarantee profits or freedom from losses. All trading involves risk.

  2. BUYER ASSUMES ALL RESPONSIBILITY: You assume full responsibility for all trading decisions and any resulting profits or losses when using this EA.

  3. LIMITATION OF LIABILITY: The seller, developer, and any affiliated parties shall not be held liable for any direct, indirect, incidental, special, or consequential damages arising from the use of this software, including but not limited to:

    • Trading losses
    • Lost profits
    • Data loss
    • System failures
    • Broker-related issues

  4. NO FINANCIAL ADVICE: This EA is a software tool only and does not constitute financial, investment, or trading advice. You should consult with qualified financial advisors before making trading decisions.

  5. USER RESPONSIBILITY: You are responsible for:

    • Understanding how the EA works
    • Setting appropriate risk parameters
    • Monitoring all trades
    • Ensuring compatibility with your broker
    • Compliance with local regulations

SOFTWARE DISCLAIMER

  • This software is provided "AS IS" without warranty of any kind
  • No guarantee that the software will be error-free or uninterrupted
  • Updates and support are provided at the developer's discretion
  • Results may vary between different brokers, account types, and market conditions

REGULATORY COMPLIANCE

  • You are responsible for ensuring compliance with all applicable laws and regulations in your jurisdiction
  • Some jurisdictions may restrict or prohibit the use of automated trading systems
  • Consult local financial authorities if uncertain about regulatory requirements

INTELLECTUAL PROPERTY

This Expert Advisor is protected by copyright and intellectual property laws. Unauthorized distribution, reverse engineering, or resale is strictly prohibited.

ACCEPTANCE OF TERMS

By purchasing this product, you confirm that you:

  • Have read and understood this disclaimer
  • Accept all risks associated with forex trading
  • Agree to hold harmless the seller and developer
  • Will not pursue legal action for trading losses
  • Understand that trading results may vary significantly

CONTACT AND SUPPORT

Support is provided for technical issues related to EA installation and basic functionality only. Trading performance, strategy optimization, and broker-specific issues are not covered under support.

⚠️ WARNING: Only risk capital that you can afford to lose. Never trade with money you cannot afford to lose.

By using this Expert Advisor, you acknowledge that you have read, understood, and agree to be bound by this disclaimer.

This disclaimer is effective as of the date of purchase and supersedes all previous versions.


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PAVEL UDOVICHENKO
4.5 (8)
NorthEastWay MT5, tamamen otomatik bir "pullback" ticaret sistemidir ve özellikle AUDCAD, AUDNZD, NZDCAD gibi popüler "pullback" döviz çiftlerinde ticaret yapmak için etkilidir. Sistem, Forex piyasasının temel modellerini kullanır: herhangi bir yönde ani bir hareketten sonra fiyatın geri dönmesi. Zaman Çerçevesi: M15 Temel Döviz Çiftleri: AUDNZD, NZDCAD, AUDCAD Ek Döviz Çiftleri: EURUSD, USDCAD, GBPUSD, EURCAD, EURGBP, GBPCAD EA'yı satın aldıktan sonra lütfen bana özel mesaj gönderin. Sizi özel
Traders Toolbox Premium, Hepsi Bir Arada Bir Araçtır Bu stratejileri ve hesaplamaları otomatikleştirmek için ortak ticaret stratejileri üzerine kapsamlı eğitime dayalı olarak oluşturulmuştur.   Özellikler: 19 Bireysel Sinyaller   - Bu sinyallerin her biri, nihai / genel sonucu oluşturmak için bir sinir ağı stili konfigürasyonunda önyargılı olabilir. Her sinyalin özelleştirilecek veya gerekirse optimize edilecek kendi ayarları vardır.   Kapsamlı Ekran Görüntüsü   - Kapsamlı bilgiler ve araç i
Golden US Session MT5 is based on a classic, popular breakout strategy and does not use any Martingale or Grid mechanisms. Golden US Session MT5 places a pair of buy/sell stop orders at the daily opening of the US stock exchanges. As soon as one of the stop orders is triggered and placed in the market, the stop order is deleted. If an order is closed at the stop loss, the loss is limited to $5/0.01 lot. To offset such a loss more quickly, a recovery factor can be used to increase the order size
Universal Auto-Dynamic Engine (UAD-Engine) v7.3 UAD-Engine v7.3 ,   XAUUSD (Altın)   ve   BTCUSD (Bitcoin)   üzerinde hassas ticaret için tasarlanmış profesyonel bir Expert Advisor'dır. Gelişmiş piyasa mantığını ( Stop Hunt & FVG ) sağlam bir   Akıllı Grid Sistemi   ile birleştirir. Ana Özellikler: Akıllı Giriş:   Yüksek olasılıklı giriş noktaları bulmak için Fair Value Gaps (FVG) ve Stop Hunt tespiti kullanır. Ağırlıklı Sepet Yönetimi:   Tüm pozisyonların gerçek Ağırlıklı Ortalama Fiyatını hes
Golden US Nights MT5 first places a virtual buy-stop order after the daily close of trading on US stock exchanges, using a sophisticated price action algorithm to determine the optimal price for market entry. No Martingale or grid strategies are used, and all orders are equipped with stop-losses. Installation is simple on an XAUUSD chart of any timeframe, which can be changed at any time without affecting the expert's workflow. The onscreen panel provides important parameters and status informa
30% discount only for 3-month subscription, message me : https://www.mql5.com/en/users/taiberhyphecu 70% refund policy (full version only) 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 correc
Benefit EA Uses only hedging accounts.     Benefit EA is a non-indicative flexible grid adviser with special entry points that provide a statistical advantage, revealed through the mathematical modeling of market patterns. The EA does not use stop loss. All trades are closed by take profit or trailing stop. It is possible to plan the lot increments. The "Time Filter" function is set according to the internal time of the terminal as per the displayed time of the instrument's server, not the oper
GoldPulser EA
Mohamed Hamdi Kaaniche
GoldPulser EA - Description pour le MQL5 Market English Description GoldPulser EA - Advanced Multi-Currency Scalping & Trend Following System GoldPulser EA is a sophisticated trading system that combines scalping precision with trend-following reliability. Designed for Forex traders seeking consistent returns, this expert advisor utilizes a proprietary algorithm to identify high-probability trading opportunities across multiple currency pairs. Key Features: Multi-timeframe analysis for accurate
Aussi Kiwi MT5 trades the classic trio of AUDCAD, AUDNZD, and NZDCAD on one chart, like other Expert Advisors on the MQL5 market. The basic strategy differs little from these and is based on a combination of indicators such as Moving Average, Standard Deviation, RSI, and ATR. However, the key difference with AussiKiwi MT5 is its sophisticated correlation technology, which determines which pair to place next and with what volume, depending on the currently open pair(s). No AI algorithms are used,
TecBot
Rodrigo Santhiago Batista Dos Reis
Scalper EA Pro - Yüksek Hassasiyetli Otomatik Trading Robotu!   FOR GOLD - XAUUSD 3.0 Sürümündeki Yenilikler Neler? Aylar süren geliştirme ve titiz testler sonrasında, Scalper EA Pro'nun en gelişmiş ve güvenilir versiyonunu sunuyoruz! Yeni akıllı filtreler, geliştirilmiş risk yönetimi ve daha hassas girişlerle bu EA, piyasalarda maksimum verimlilikle çalışmak üzere tasarlandı. Temel Güncellemeler: Ayarlanabilir Trend Filtresi Artık özelleştirilebilir EMAlar (varsayılan 21/50)
AuricFlow7
Akhmad Khoirul Anam
AURICFLOW EA — Smart Multi-Pair Expert Advisor Designed for automated trading across multiple currency pairs. Fully automated trading system • Forward tested on Cent account • Low drawdown ____________ Set file for reference only : for foward test scenario i am using this setfile please doing backtest first for every scenario.   MT4 >   Download setfile here   MT5 >   Download setfile here   Note: The forward test was conducted on a Cent account for transparency. Performance may var
The Neurolite Expert Advisor offers trade decisions based on a neural network trained using a 10-year history of real tick data. The trading is performed only on GBP/USD. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. Trading Strategy The system does NOT use dangerous strategies such as averaging or martingale, but strictly adheres to the neural network instructions. Stop lo
The Neurolite Expert Advisor offers trade decisions based on a neural network trained on 5-years of real tick data. Trading is performed only on the EUR/USD currency pair. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. This Expert Advisor is based on the previously released Neurolite EA gbpusd , which was adjusted for successful trading on the EUR/USD currency pair. Trading
A scalper system only work during Asian hours. Several unique indicators to detective the price fluctuation. Dynamic TP/SL level according to market conditions. Fixed stoploss to protect the capital, very low risk of losing a lot of money. No need to obtain SET files. The parameters are the same for each currency pair. It is optimized to work on EURAUD . It is recommended to use Eagle Scalper on M15 chart. It is recommended to run it on a real ECN broker with very low spread . It is recommended
Snake EURUSD Real EA is a fully automatic Forex Trading Expert Advisor. The robot can run on any pair, but the results are better on EURUSD M15. The system can run with any broker that also provides Floating Spread. Advantages The EA does not use systems like martingale, hedging, etc. The EA uses SL and Trailing Stop to make a profit. In addition, you can also set TP (EURUSD at 93 for me). Best test results with 99.0% in the backtest. It is not necessary to close the EA during the press release
#Multicurrency #Hedging #Martingale #28Symbols  @AUD @CAD @CHF @JPY @NZD @USD @EUR @GBP  In the globalisation process that the world economy has undergone in the last two decades, financial markets have played a leading role. The easy and fast access to information, together with the growing economic interdependence between the different commercial blocks, have caused more and more economic agents to participate in non-national financial markets. Even small investors, thanks to the Internet and
On Control EA MT5 V2 Game-Changing Software For The Forex Market  On Control EA was created to help traders like you maximize their income. How would you like to gain access to a world-class proprietary piece of software designed for one purpose, to improve your Forex strategy? Let’s be honest, it can be hard to understand which technical analysis & trading signals you should follow. With On Control EA, you now have a powerful tool that will enhance your Forex trading strategy & elevate your in
The adviser uses a strategy based on the use of 7 Envelopes  indicators, on each timeframe (M5, M15, M30, H1, H4) there are 7 Envelopes indicators. Trading is based on the “Price Action” strategy, the adviser searches for a simultaneous signal on 5 time frames: M5, M15, M30, H1, H4 and then opens an order. The EA uses the built-in Martingale and Averaging algorithm. The adviser uses economic news to achieve more accurate signals. Hidden Take Profit, Break Even and Trailing Stop are used. Attenti
MoneyMaker stableATM Lite is an automatic intelligent trading system for foreign exchange! Lite edition just support MetaTrader 5! The purpose of MoneyMaker stableATM Lite is to stabilize profits, not to give you the ability to get rich overnight! MoneyMaker stableATM Lite is only applicable to EUR / USD currency trading, and cannot be used for other currency exchange trading, other CFD product trading, and commodity tradingor futures commodity trading! MoneyMaker stableATM Lite is only suitabl
CAPITARC`s RSAS Expert Advisor for MT5   RSAS MT5   -is a professional expert advisor used by our investment firm it is based on price action and Relative Strength Index (RSI) indicator.  This product is with dynamic overbought and oversold levels that automatically adapts to the ever changing markets, while the standard MT5 RSI maintains levels static levels and do not change. This allows the expert to adapt to the ever-changing market without the need to constantly optimize, just make sure yo
Win43 Scalper
Eadvisors Software Inc.
O novo s43 Scalper para Mini-Índice (WIN-IND) faz operações de curto prazo no timeframe 1min buscando pequenas variações do mercado, utiliza nova tecnologia de trade, os resultados no intraday são íncríveis, confira:      Após a instalação adicione no gráfico dos instrumentos win para visualizar os resultados no backteste. Recomendamos o timeframe de 1min.
Expert. Automatic and manual trading. Ready-made trading system based on Elliott waves and Fibonacci retracement levels . It is simple and affordable. Display of the marking of Elliott waves (main or alternative option) on the chart. Construction of horizontal levels, support and resistance lines, a channel. Superposition of Fibonacci levels on waves 1, 3, 5, A Alert system (on-screen, E-Mail, Push notifications).    visual panel for opening orders in manual trading. visual panel for setting up
Shadow Legends MT5 EA.-it's a fully automated expert Advisor designed to trade EURUSD. It is based on machine learning analysis and genetic algorithms.  The Expert Advisor contains a self-adaptive market algorithm that uses price action patterns. The expert Advisor showed stable results for EURUSD in the period 2000-2021.  No dangerous money management techniques, no Martingale, no netting, scalping or hedging.  Suitable for any brokerage conditions.Test only on real accounts.Recommended broker
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Unlock the Power of Systematic Trend Following The Price Action Breakout Maven EA is a sophisticated automated trading system that captures powerful market trends through proven breakout methodology. Based on Richard Donchian's legendary trend-following strategy, this EA has been optimized for modern markets with advanced risk management and multi-timeframe analysis. Why Choose Our Donchian Channel EA? Proven Strategy: Based on the turtle trading system that made millions Advanced Featur
Welcome to the Level-to-Level Trading System an advanced Expert Advisor that automatically identifies and trades key support and resistance levels. Using sophisticated level detection algorithms and multiple confirmation filters, the EA executes high-probability trades based on level bounces and breakouts. KEY FEATURES Intelligent Level Detection Scans historical price data to identify significant support/resistance levels Confirms level validity through multiple price touches Calculates le
The Moving Average Trading System EA is a sophisticated automated trading solution specifically designed for futures and commodities markets. This Expert Advisor combines proven moving average crossover strategies with advanced risk management and margin control systems to deliver consistent, professional-grade trading performance. Key Features Triple Moving Average System : Fast MA, Slow MA, and Trend Filter for enhanced signal accuracy Advanced Risk Management : Dynamic position sizing with
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