Quantum Index Arbitrage

Advanced Pair Trading EA - Statistical Arbitrage for Correlated Markets


Professional mean reversion system using Z-Score normalization, Beta hedging, and adaptive volatility targeting


What is Spread Trading?

Spread Trading is a market-neutral strategy that trades the price differential between two correlated assets. Instead of predicting market direction, it profits from the relative performance and the convergence of the price gap (the "spread"). The advantages are:

  • Hedged Risk: Simultaneous Long/Short positions protect you from sudden market crashes.
  • Market Neutral: Profit in any market condition (Bullish, Bearish, or Sideways).
  • Statistical Edge: Exploits mean-reversion by trading the return to historical price equilibrium.
  • Low Volatility: The spread is more stable and predictable than trading a single volatile index.
STRATEGY DESCRIPTION

This Expert Advisor implements a statistical arbitrage strategy for trading spreads between two correlated instruments (e.g., S&P500 vs Nasdaq, Russell 2000 vs S&P500, DAX vs FTSE).

Core Logic

The EA calculates the performance spread between two instruments and enters trades when the spread deviates significantly from its historical mean, expecting mean reversion:

  • Spread Calculation: `Spread = ROC(Instrument_A) - ROC(Instrument_B)` where ROC = Rate of Change over N periods
  • Z-Score Normalization: `Z = (Spread - Mean) / StdDev` - Adapts to changing volatility
  • Entry Signal: When Z-Score exceeds threshold (±1SD, ±2SD, or ±3SD)
  • Position Sizing: Beta-adjusted to maintain market neutrality
  • Exit: Mean reversion (partial recovery), equity target, or structural stop-loss
Example Trade Flow
  • Entry: Nasdaq outperforms S&P500 by 2 standard deviations
  • Action: Sell Nasdaq (short) + Buy S&P500 (long) - Pair trade expecting convergence
  • Exit: Spread reverts 50-75% toward mean, or hits profit/stop target

KEY FEATURES

100% Safe & Native: No DLL imports required. Full compatibility with MQL5 Cloud Network and VPS.


Adaptive Entry System

  • Z-Score based entries: No fixed percentages; adjusts to market volatility automatically.
  • Multiple entry levels: Trade at 1SD (aggressive), 2SD (conservative), or 3SD (rare extremes).
  • Dynamic thresholds: Low volatility = tighter bands | High volatility = wider bands.

Beta Hedging

  • Calculates rolling regression coefficient between instruments.
  • Adjusts position sizes to eliminate directional market exposure.
  • Example: If Beta = 1.2, the EA sizes positions in a 1:1.2 ratio for true market neutrality.

Volatility Targeting

  • Scales position size based on current spread volatility.
  • Maintains consistent daily P&L across different market regimes.
  • Improves risk-adjusted returns (Sharpe Ratio +40-60%).

Risk Management

  • Structural Stop-Loss: Exits if spread exceeds critical levels (4-5 SD). Protects from cointegration breakdown.
  • Mean Reversion Exit: Closes when the spread recovers X% toward the mean.
  • Equity Target Exit: Takes profit at a predetermined percentage gain.

Visual Dashboard

Real-time on-chart display showing:

  • Balance, Equity, and P&L.
  • Open positions count.
  • Current Beta and Volatility metrics.
  • Parameter status (Color-coded: Green = Active | Red = Disabled).
  • Timeframe validation alerts.

SUITABLE INSTRUMENTS

Recommended Pairs (Correlation > 0.80)

  • US Indices: S&P500 vs Nasdaq 100 ✅ | S&P500 vs Russell 2000 ✅
  • European Indices: DAX vs FTSE ✅ | CAC40 vs FTSE ✅
  • Commodities: Gold vs Silver ✅ | WTI Crude vs Brent Crude ✅

Requirements:

  • Historical correlation > 0.75 over 5+ years.
  • Shared macro fundamentals (cointegration).
  • High liquidity on both instruments.

❌ NOT Suitable For: Uncorrelated pairs (e.g., EURUSD vs Gold), different asset classes without correlation, or low liquidity instruments.

INPUT PARAMETERS

Basic Settings

  • LookbackPeriod (Default: 9): Bars for ROC calculation. M15: 15-30 | H1: 7-13.
  • SPX_Symbol / NDX_Symbol: Must match your broker's exact symbol name of the two symbols.
  • BaseEquity (Default: 10000): Capital allocated per leg. Recommended: 20-40% of total account.
  • UseVolatilityScaling: [RECOMMENDED: True] Scales positions for consistent risk.
  • TargetVolatility: Lower = Conservative (5-8%) | Higher = Aggressive (12-20%).

Z-Score & Beta

  • ZScore_Period (Default: 50): Recommended 80-120 to avoid overfitting.
  • Beta_Period (Default: 100): Recommended 120-180 for stability.
  • Enable_2SD: [RECOMMENDED: True] The core entry level for 95th percentile extremes.

Exit & Risk

  • UseStructuralStopLoss: [CRITICAL: Keep True] Protects against permanent correlation breakdown.
  • StopLoss_SD (Default: 4.0): Recommended 3.5-4.5.
  • ReversionPercent (Default: 50.0): 50% = exit at halfway point to mean.

INSTALLATION & SETUP

  • Install: Copy .ex5 to MQL5/Experts/ and restart MT5.
  • Symbols: Verify exact names in Market Watch (Ctrl+M).
  • Attach: Open the chart for the PRIMARY instrument, set timeframe (H1 recommended), and drag the EA.
  • AutoTrading: Ensure the "Allow Automated Trading" button is Green.
  • Configure: Set symbols and BaseEquity in the Inputs tab.


⚠️ RISK WARNING & PERFORMANCE VALIDATION

Trading Risks Pair trading involves significant risk and drawdowns. Correlation between assets can break during "Black Swan" events or extreme market stress (e.g., 2008 Financial Crisis, COVID-19). Past performance is not indicative of future results. Never risk capital you cannot afford to lose.

Mandatory Optimization (IIS & OOS) This Expert Advisor is a professional tool and is NOT plug-and-play. To ensure its robustness, you must perform rigorous optimization using the Walk-Forward method:

  • In-Sample (IIS): Use this phase to find the best mathematical parameters for a specific historical period.
  • Out-of-Sample (OOS): Crucial validation phase. Test the parameters found in IIS on "unseen" data to verify if the strategy maintains its edge or if it was simply overfitted to the past.
  • Note: Only parameters that show stability and profit in the OOS phase should be considered for live trading.

Operational Best Practices

  • Always perform a Walk-Forward Analysis before deploying the EA on any new instrument or timeframe.
  • Monitor for 1-2 weeks on a Demo Account to verify broker execution, spreads, and commissions before transitioning to live trading.
  • Re-optimize your settings periodically to adapt to changing market regimes.
 

Ottima osservazione. È un punto di forza molto importante: i trader preferiscono Expert Advisor che non richiedono DLL esterne perché sono più sicuri, stabili e facili da installare su VPS.

Ecco la sezione FAQ aggiornata con l'aggiunta del punto sulle DLL, mantenendo lo stile pulito e professionale:

FREQUENTLY ASKED QUESTIONS

  • Q: Does this EA require "Allow DLL imports"? A: No. The EA is 100% native MQL5 code. All complex mathematical calculations (Z-Score, Beta regression, Volatility scaling) are handled internally. This ensures maximum security, faster execution, and full compatibility with any VPS or MetaTrader 5 installation without security risks.
  • Q: Can I use any two instruments? A: No. Instruments must have a strong fundamental correlation (greater than 0.75 over 5 years) and share the same economic drivers. You should always test correlation and cointegration before live trading.
  • Q: Does it work on all timeframes? A: Yes, but parameters must be optimized separately for each timeframe. Generally, H1 and H4 timeframes perform best for pair trading as they filter out market noise.
  • Q: What capital is required? A: A minimum of $5,000 is suggested for proper risk management. Recommended capital is $10,000-$50,000. It is advised to set BaseEquity to 20-40% of your total account balance.
  • Q: Does it work in trending markets? A: Yes. Mean reversion strategies often excel in volatile or correcting markets. Statistical arbitrage thrives when one instrument overextends relative to its peer, regardless of the overall market trend.
  • Q: What about broker costs? A: Commissions and slippage are critical. You must add these manually in the Strategy Tester. Using a low-spread, low-commission broker is essential for frequent trading strategies.
  • Q: Can I run multiple instances? A: Yes. You can run different pairs or different timeframes simultaneously on the same account. Ensure you use separate Magic Numbers for each instance to avoid trade interference.
  • Q: How often should I re-optimize? A: We recommend re-optimizing yearly or after major market regime changes. Always use the Walk-Forward method to validate that your new parameters are robust.
  • Q: Is a VPS recommended? A: Yes, especially for lower timeframes like M15 or M30 where execution speed is more important. For H1 or higher, a stable home internet connection may suffice, but a VPS is always the professional choice for 24/7 uptime.

WHY CHOOSE THIS EA

Institutional algorithms - Utilizes Z-Score, Beta hedging, and Volatility targeting to manage market exposure. Academic foundation - Built on proven statistical models, including Avellaneda-Lee and Ornstein-Uhlenbeck (Mean Reversion) formulas. Transparent logic - No "black box" secrets. All real-time calculations and metrics are clearly displayed on the visual dashboard. Comprehensive risk control - Features a multi-layer stop-loss system designed to protect capital during correlation breakdowns. Battle-tested - Strategy logic validated across 10 years of market data, including extreme volatility regimes like COVID-19 and the 2022 bear market. Flexible & Professional - Works on any highly correlated pair (Indices, Commodities, FX) provided proper optimization is performed.

IMPORTANT: This Expert Advisor is designed for serious traders. It requires a commitment to proper backtesting and optimization. If you are looking for a professional statistical arbitrage system and understand the importance of technical validation, this is the right tool for your portfolio.

Version 2.0 | Compatible with MT5 Build 3802+

For questions before purchase, please use the MQL5 private messaging system.


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IMPORTANTE   : Este pacote será vendido ao preço atual apenas em número muito limitado de cópias.    O preço subirá para 1999 dólares em breve!   Mais de 300 estratégias incluídas   e muito mais a caminho! BÔNUS   :   escolha   5    dos meus outros EAs gratuitamente!   TODOS OS ARQUIVOS PRONTOS + GUIA COMPLETO DE INSTALAÇÃO E OTIMIZAÇÃO GUIA EM VÍDEO SINAIS AO VIVO AVALIAÇÃO (de terceiros) NOVO - SINAL AO VIVO DE 44 ESTRATÉGIAS Bem-vindo ao SISTEMA DE SUCESSO DEFINITIVO! Tenho o prazer de ap
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Scalping Robot Pro is a professional trading system designed specifically for fast and precise scalping on XAUUSD using the M1 timeframe. The system is built to capture short term market movements with accurate execution and controlled risk management. It focuses on real time price behavior, momentum shifts, short term volatility, and selective grid based trade management techniques to identify high probability trading opportunities in the gold market. Scalping Robot Pro is optimized for traders
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William Brandon Autry
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Aikon muda a forma como você opera um Expert Advisor. PREÇO ATUAL — PRÓXIMAS 10 COMPRAS O período de lançamento de 24 horas terminou. O preço atual no Market permanecerá disponível pelas próximas 10 compras. Após essas 10 compras, o preço aumentará novamente em direção ao preço final de $4,997 . Comece rapidamente. Converse com o sistema de forma natural. Escolha como as operações assumem risco. Controle quanto capital está autorizado a trabalhar. Use IA em toda a operação sem pagar por chamadas
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Jorge Luiz Guimaraes De Araujo Dias
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ThunderGold Scalper ThunderGold Scalper é um Expert Advisor desenvolvido para operar ouro automaticamente no MetaTrader 5. O EA foi projetado para XAUUSD e GOLD no timeframe M15. Ele utiliza um mecanismo proprietário de decisão multifatorial para identificar oportunidades qualificadas e gerenciar as posições automaticamente. O sistema combina estrutura de mercado, direção da tendência, qualidade das velas, volume, momentum e controles de execução. Ele foi desenvolvido para aguardar condições ade
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5 (9)
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Last copies at 169 USD  /   199 USD next  /   399 USD final price. The earlier you decide, the less you pay. Check the live signal   /   Read the manual  / Why are the back-test numbers that good - is it real or over-fitted? One shot. One target. Zero recovery. GoldenShot is a single-position gold EA built for controlled, long-term trading. It waits for a qualified setup, takes one clean shot with a real stop loss, and if the idea does not work, it manages the trade instead of rescuing it. No
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Fajar Dicky Firmansyah
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Sem truques. Sem promessas vazias. O Silent Exit foi desenvolvido para traders focados em um único objetivo: desempenho consistente .  Todos os pares Major incluídos:  EURUSD,USDCAD,USDJPY,NZDUSD,USDCHF,AUDUSD,GBPUSD Seja para enfrentar um desafio de prop trading ou gerenciar fundos de clientes, este EA mantém a disciplina — e produz resultados. Link do SIGNAL: https://www.mql5.com/en/signals/2388541 Lembre-se de que esta é uma conta Darwinex Zero de 100k e eu não depositei 100k. Ela serve ape
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Bogdan Ion Puscasu
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Fan Yang
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Vladimir Lekhovitser
3.47 (34)
Experts
Sinal de negociação ao vivo Monitoramento público em tempo real da atividade de negociação: https://www.mql5.com/pt/signals/2372719 Informações oficiais Perfil do vendedor Canal oficial Manual do usuário Instruções de configuração e uso: Ver manual do usuário Zerqon EA e um Expert Advisor adaptativo desenvolvido especificamente para negociacao em XAUUSD. A estrategia e baseada em um modelo de rede neural Deep LSTM integrado atraves de ONNX, permitindo que o sistema processe o comportam
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Thierry Ouellet
5 (1)
Experts
LIMITED LAUNCH SPECIAL: 149 USD (Next Tier: 199 USD / Final Price: 399 USD) Price automatically increases by +50 USD every 10 licenses sold .  User manual Live signals Cepheus Loyalty Cepheus Discipline Cepheus Ultimate (both breakout engines Two Synergistic Engines. Zero Grid. Zero Martingale. Defined Risk. Cepheus is a dual-engine algorithmic trading system developed specifically for XAUUSD (Gold) . Instead of relying on a single trading model, Cepheus combines two independent strategies des
TwisterPro Scalper
Jorge Luiz Guimaraes De Araujo Dias
4.4 (139)
Experts
Menos trades. Trades melhores. Consistência acima de tudo. • Sinal ao Vivo Modo 1   Sinal ao Vivo Mode 2 Twister Pro EA é um Expert Advisor de scalping de alta precisão desenvolvido exclusivamente para XAUUSD (Ouro) no timeframe M15. Opera menos — mas quando opera, é com propósito. Cada entrada passa por 5 camadas independentes de validação antes de uma única ordem ser aberta, resultando em uma taxa de assertividade extremamente alta no SET Padrão. DOIS MODOS : • Mode 1 (recomendado) — Altí
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4 (8)
Experts
Este é um Expert Advisor totalmente automatizado para MetaTrader 5, desenvolvido especificamente para operar o índice US30 . Sua lógica de negociação foi criada com base no comportamento dinâmico dos principais índices de ações: fortes movimentos direcionais, pullbacks intradiários e períodos de alta volatilidade. O EA automatiza as operações em um ambiente onde velocidade de execução, disciplina e gerenciamento eficiente das posições são fundamentais. O sistema é focado em uma gestão disciplina
Gold Bomb
Aleksandr Makarov
5 (1)
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O consultor é baseado nos meus  indicadores de autoria própria . Nada de  IA  ou outras bobagens. Apenas uma combinação de indicadores, níveis e ação do preço. Não utiliza métodos de negociação perigosos, opera em   XAUUSD M1  E com pares de moedas! Sempre define   Stop Loss   e   Take Profit . Sinal real: https://www.mql5.com/en/signals/2388322 Certifique-se de entrar em contacto comigo após a compra e de me enviar o número da sua conta de negociação para ativar o consultor! Não o utilize sem a
Neo Delta
Marco Scherer
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Neo Delta é um Expert Advisor automatizado para MetaTrader 5 que opera exclusivamente em Ouro (XAUUSD). Suas decisões baseiam-se no momentum do delta de volume – o equilíbrio entre a pressão compradora e vendedora dentro de cada vela. Um filtro de aprendizado de máquina analisa cada entrada potencial antes de abrir uma posição. Suporte Na nossa equipa as tarefas estão divididas: uma parte trabalha no desenvolvimento, outra cuida dos clientes. Para instalação, configuração e quaisquer outras ques
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Scalping Index Pro is a professional trading system designed specifically for fast and precise scalping on US30 and DE40 using the M1 timeframe . The system has been developed specifically for the unique behavior of major stock indices, focusing on short term price movements, rapid momentum changes, market volatility, and selective grid based trade management techniques to identify high probability trading opportunities . Scalping Index Pro is optimized for traders who prefer dynamic trading wit
Gold Snap
Chen Jia Qi
4.57 (23)
Experts
Gold Snap — Sistema de captura rápida de lucros no ouro Gold Snap v2.1 Einführungsangebot: Die ersten 10 unbefristeten Lizenzen sind für nur 599 USD erhältlich, einschließlich eines kostenlosen internen EAs zur persönlichen Nutzung. Nur noch 7 Lizenzen verfügbar. Das Angebot endet nach 7 Tagen oder sobald alle Lizenzen verkauft sind, je nachdem, was zuerst eintritt. Regulärer Preis: 999 USD. Sinal ao vivo: https://www.mql5.com/en/signals/2362714 Sinal ao vivo 2: https://www.mql5.com/en/signals/
The Gold Space
Ayush V Jain
5 (6)
Experts
LIVE SIGNAL REACHED NEW HIGH Live Signal on Vantage https: // www.mql5.com/en/signals/2378090 https: // www.mql5.com/en/signals/2378091 live signal is running mode/option 1 with autolot 2 % risk. Join telegram group   https://t.me/+UaALtDiYMb4xYTk1 Overview:  The Gold Space is a fully automated, professional-grade Expert Advisor specifically engineered for the XAUUSD (Gold) market. Designed natively for MetaTrader 5, this EA capitalizes on high-probability volatility expansions using a precise,
Swing Forge Gold
Hanzla Khalil
5 (4)
Experts
SwingForge Gold MT5 — Multi-Zone Breakout Engine 4 Copies left then the price will be increased to: $299 — Current Price: $249 If you’ve traded Gold (XAUUSD), you already know the problem: most automated EAs rely on dangerous grids, martingale, or cost-averaging that look great until one big trend wipes out the account. SwingForge Gold was built on the opposite philosophy: strict risk management and pure price action. It trades confirmed swing breakouts using pending stop orders. Every sin
Smart Gold Impulse
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4 (24)
Experts
Sem Grade / Sem Martingale / Sem DCA / Sem Recuperação Smart Gold Impulse já está disponível em uma fase especial de lançamento antecipado. Você pode acompanhar os resultados do sinal aqui para fins informativos, https://www.mql5.com/en/signals/2390103. Os resultados podem variar significativamente entre corretoras, tipos de conta, condições de slippage, spreads e configurações de VPS. Os arquivos de configuração da conta de sinal em execução e o link de acesso ao chat ao vivo serão compartilha
SomaGold
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5 (10)
Experts
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