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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Quantum Valkyrie - Precisione.Disciplina.Esecuzione Scontato       prezzo.   Il prezzo aumenterà di $ 50 ogni 10 acquisti. Segnale in diretta:   CLICCA QUI   Canale pubblico MQL5 di Quantum Valkyrie:   CLICCA QUI ***Acquista Quantum Valkyrie MT5 e potresti ottenere Quantum Emperor o Quantum Baron gratis!*** Chiedi in privato per maggiori dettagli! IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions.      Salve, comm
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Rob Josephus Maria Janssen
5 (15)
Experts
Prop Firm Ready! Chiroptera is a multi-currency, single trade Expert Advisor that operates in the quiet hours of the night. It uses single-placed trades with tactically placed Take Profits and Stop Losses, that are continuously adjusted to maximize gains and minimize losses. It keeps track of past and upcoming news reports to ensure impacts are minimized and carefully measures real-time volatility to prevent impacts due to unpredictable geo-political disturbances caused by Tweets and other ad-ho
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Chen Jia Qi
2.33 (3)
Experts
Gold Snap — A Fast Profit Capture System for Gold Launch Promotion — Limited Intro Stage Gold Snap is currently available at a special introductory price. The price will continue to rise in later stages, with $999 as the next major target. Early buyers will have the best price advantage Live Signal: https://www.mql5.com/en/signals/2362714 To avoid affecting actual performance due to differences in usage instructions, configuration understanding, or running environment, please make sure to contac
Ultimate Breakout System
Profalgo Limited
5 (32)
Experts
IMPORTANTE   : Questo pacchetto sarà venduto al prezzo corrente solo per un numero molto limitato di copie.    Il prezzo salirà a 1499$ molto velocemente    +100 strategie incluse   e altre in arrivo! BONUS   : A partire da un prezzo di 999$ --> scegli   gratuitamente 5    dei miei altri EA!  TUTTI I FILE IMPOSTATI GUIDA COMPLETA ALLA CONFIGURAZIONE E ALL'OTTIMIZZAZIONE GUIDA VIDEO SEGNALI LIVE RECENSIONE (terza parte) Benvenuti al SISTEMA DEFINITIVO DI BREAKOUT! Sono lieto di presentare l'Ul
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Stanislav Tomilov
5 (6)
Experts
Full Throttle DMX - Strategia reale,  Risultati reali   Full Throttle DMX è un consulente esperto di trading multivaluta progettato per operare con le coppie di valute EURUSD, AUDUSD, NZDUSD, EURGBP e AUDNZD. Il sistema si basa su un approccio di trading classico, utilizzando indicatori tecnici noti e una logica di mercato comprovata. L'EA contiene 10 strategie indipendenti, ciascuna progettata per identificare diverse condizioni e opportunità di mercato. A differenza di molti moderni sistemi au
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Leonid Arkhipov
5 (34)
Experts
BB Return — un Expert Advisor (EA) per il trading dell’oro (XAUUSD). Questa idea di trading è stata utilizzata in precedenza da me nel trading manuale . Il cuore della strategia è il ritorno del prezzo all’interno del range delle Bollinger Bands , ma non in modo meccanico né a ogni contatto. Nel mercato dell’oro le bande da sole non sono sufficienti, per questo l’EA utilizza filtri aggiuntivi che eliminano condizioni di mercato deboli o non operative. Le operazioni vengono aperte solo quando la
Akali
Yahia Mohamed Hassan Mohamed
3.49 (73)
Experts
LIVE SIGNAL: Clicca qui per vedere le prestazioni dal vivo IMPORTANTE: LEGGI PRIMA LA GUIDA È fondamentale leggere la guida alla configurazione prima di utilizzare questo EA per comprendere i requisiti del broker, le modalità della strategia e l'approccio intelligente. Clicca qui per leggere la Guida Ufficiale Akali EA Panoramica Akali EA è un Expert Advisor di scalping ad alta precisione progettato specificamente per l'Oro (XAUUSD). Utilizza un algoritmo di trailing stop estremamente stretto pe
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Bogdan Ion Puscasu
4.77 (122)
Experts
Quantum Bitcoin EA   : niente è impossibile, è solo questione di capire come farlo! Entra nel futuro del trading   di Bitcoin   con   Quantum Bitcoin EA   , l'ultimo capolavoro di uno dei migliori venditori di MQL5. Progettato per i trader che richiedono prestazioni, precisione e stabilità, Quantum Bitcoin ridefinisce ciò che è possibile nel mondo volatile delle criptovalute. IMPORTANTE!   Dopo l'acquisto, inviami un messaggio privato per ricevere il manuale di installazione e le istruzioni d
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Anton Kondratev
Experts
RIXA   è un Expert Advisor (EA) completamente automatizzato e multifunzionale, aperto e progettato per identificare le vulnerabilità nel mercato dell'oro! Not        Grid       , Not        Martingale    ,    Not      "   AI"         , Not      "   Neural Network" ,    Not      "   Machine Learning"    ,     Not     "ChatGPT"   ,     Not       Unrealistically Perfect Backtests  Tickmill REAL   :   https://www.mql5.com/en/signals/2369893 RIXA    Community :       www.mql5.com/en/messages/01e0964
The Gold Phantom
Profalgo Limited
4.55 (29)
Experts
PROP FIRM PRONTO! -->   SCARICA TUTTI I FILE DEL SET AVVERTIMENTO: Ne sono rimaste solo poche copie al prezzo attuale! Prezzo finale: 990$ NOVITÀ (a partire da soli 399$)   : scegli 1 EA gratis! (limitato a 2 numeri di account commerciali, uno qualsiasi dei miei EA tranne UBS) Offerta Combo Definitiva     ->     clicca qui UNISCITI AL GRUPPO PUBBLICO:   Clicca qui   Segnale in diretta Segnale in diretta 2 !! IL FANTASMA D'ORO È ARRIVATO !! Dopo l'enorme successo di The Gold Reaper, sono estr
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Ho Tuan Thang
4.36 (11)
Experts
VUOI GLI STESSI RISULTATI DEL MIO SEGNALE LIVE?   Usa esattamente gli stessi broker che uso io:   IC MARKETS  &  I C TRADING .  A differenza del mercato azionario centralizzato, il Forex non ha un unico feed di prezzi unificato.  Ogni broker si procura liquidità da diversi fornitori, creando flussi di dati unici. Altri broker possono raggiungere solo prestazioni di trading equivalenti al 60-80%. SEGNALE LIVE Canale di Trading Forex EA su MQL5:  Unisciti al mio canale MQL5 per ricevere le mie ul
Beatrix Miner MT5
Azil Al Azizul
5 (1)
Experts
Introducing the Beatrix Series Expert Advisor, the Beatrix Miner MT5 EA. The Beatrix Miner MT5 EA performs analysis based on trend-following concepts using Bollinger Band and Moving Average indicators, as well as Price Action in executing trades. The analysis is also based on multi-timeframe analysis.  |        Live Signal         | |         IC_Markets_setfile         | Regarding the Setfile, the most important part to pay attention to is the Maximum Spread parameter. You may need to adjust thi
Gold Trade Pro MT5
Profalgo Limited
4.3 (37)
Experts
Promo lancio! Sono rimaste solo poche copie a 449$! Prossimo prezzo: 599$ Prezzo finale: 999$ Ottieni 1 EA gratis (per 2 account commerciali) -> contattami dopo l'acquisto Ultimate Combo Deal   ->   click here Live signal:   https://www.mql5.com/en/signals/2084890 Live Signal high risk :  https://www.mql5.com/en/signals/2242498 Live Signal Set Prop Firm Set File JOIN PUBLIC GROUP:   Click here Parameter overview Gold Trade Pro si unisce al club degli EA che commerciano oro, ma con una gran
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Adam Hrncir
5 (16)
Experts
Scalper speed with sniper entries. Built for Gold. Last (10) copies at  349 USD  |   final   price  499  USD Check the Live signal  or Manual Hybrid scalper combining scalping speed with single position or intelligent recovery for XAUUSD. 4 trading strategies | Triple timeframe confirmation | 3 layers of account protection. Most trades close in under 30 minutes — minimal market exposure, maximum control. Wave Rider uses triple timeframe analysis (H1 trend + M15/M30 entry confirmation) to only e
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Mikhail Sergeev
4.5 (8)
Experts
"GoldBaron" è un robot di trading completamente automatico sviluppato per il trading di Oro (XAUUSD). Per 6 mesi di trading su un conto reale, l'esperto è stato in grado di guadagnare 2000% di profitto. Ogni mese, l'esperto ha guadagnato oltre il 60%. Basta impostare un esperto di trading sul grafico orario (H1) di XAUUSD e vedere il potere di prevedere i prezzi futuri dell'oro. Per un inizio aggressivo, sono sufficienti $ 200. Deposito consigliato da $ 500. Assicurati di utilizzare conti con op
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Ho Tuan Thang
3.93 (40)
Experts
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Hicham Chergui
5 (5)
Experts
Nota importante: Per garantire la massima trasparenza, fornisco accesso a un conto investitore reale collegato a questo EA, permettendoti di monitorarne le prestazioni in tempo reale senza alcuna manipolazione. Entro 10 giorni di trading è stato raggiunto un profitto del 50% del capitale. Il prezzo attuale di 199 USD è un’offerta di lancio limitata e verrà aumentato dopo la vendita di 10 copie o al rilascio del prossimo aggiornamento. Acquistando ora, garantisci l’accesso a vita a questo prezzo
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Ivan Bebikov
5 (3)
Experts
Smart Owl FX is a sophisticated multicurrency trading algorithm designed to operate with surgical precision during the quiet hours of the Asian session. While the market sleeps, the "Smart Owl" hunts for opportunities using advanced mean-reversion logic tailored for low-volatility periods. This Expert Advisor relies on market structure analysis rather than dangerous strategies like martingale or grid. Every trade is calculated to maximize statistical probability. Set File IC/Vantage/Tickmil..se
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Anton Kondratev
3.2 (10)
Experts
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Gold Zilla AI MT5
Christophe Pa Trouillas
5 (7)
Experts
Genera rendimenti controllati con un EA assistito da Grok AI , diversificato nel rischio e ottimizzato per l'Oro . GoldZILLA AI è un algoritmo multi-strategia che rileva i regimi di mercato per selezionare dinamicamente tra cinque strategie distinte, ottimizzando i rendimenti mentre minimizza il drawdown su XAUUSD. [   Live Signal   ] - [  Dedicated group   | Version   MT5   -   MT4   ] Dopo l'acquisto, inviami un messaggio privato per ricevere il manuale utente e le istruzioni di configurazione
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Ho Tuan Thang
3.82 (68)
Experts
Optimize your trading environment: To get the best results matching the live signal, it is highly recommended to use a reliable True ECN broker with low latency and tight spreads. Because Forex liquidity varies, choosing a robust broker ensures the algorithm can execute trades with maximum precision. LIVE SIGNAL & COMMUNITY Live Performance (More than 7 months):  View AI Gold Sniper Live Signal Forex EA Trading Channel:  Join my community of over 15,000 members for the latest updates and support
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DRT Circle
4.82 (17)
Experts
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Gold Neuron
Vasiliy Strukov
5 (11)
Experts
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FOTSI Oscillator
Sidi Mohamed El Alaoui
1 (1)
Indicatori
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Quant Reversion Grid Pro
Sidi Mohamed El Alaoui
Experts
QUANT REVERSION GRID PRO - ADVANCED ALGORITHMIC RECOVERY SYSTEM Smart Grid Reversion is a sophisticated Expert Advisor for MetaTrader 5 (Hedging Accounts) designed for traders who require a professional tool for mean-reversion trading. By combining statistical momentum analysis with a dynamic grid-based recovery system, this EA provides a robust framework for managing market cycles through intelligent position scaling. STRATEGY LOGIC The system follows a disciplined institutional approach: Mea
FOTSI Oscillator MT5
Sidi Mohamed El Alaoui
Indicatori
Il FOTSI è un indicatore che si permette di svolgere l'analisi della forza relativa delle valute presenti nei principali cambi del Forex. Questo strumento si cerca di anticipare le correzioni delle coppie valutarie in seguito a forti trend, individuando eventuali segnali di entrata grazie a delle aree target di ipercomprato ed ipervenduto. Logica Teorica di costruzione: Calcolo del Momentum delle Singole Valute: Il FOTSI parte dal calcolo del momentum per ogni coppia valutaria che include una va
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