Linear Regression Mean Reversion PRO

AQS-LinReg MeanReversion PRO

Linear-Regression mean-reversion Expert Advisor for MetaTrader 5
Engineered around statistically-defined deviation bands, execution discipline, and defensive risk controls

Overview

AQS-LinReg MeanReversion PRO is a rule-based mean-reversion EA for MetaTrader 5 that seeks to capture reversion back toward a regression “fair value” line after price deviates beyond statistically-defined bands.

Unlike discretionary “buy low / sell high” approaches, the EA uses an internal linear regression model over a configurable lookback window to compute:

  • a regression line (fair value proxy)

  • residual-based deviation bands (OverSold / OverBought)

  • extreme bands for rare overshoots (LowerExtreme / UpperExtreme)

The strategy is designed as a medium-frequency, risk-controlled mean-reversion component, prioritising repeatability, conservative execution safeguards, and transparent controls over aggressive trade recovery.

Strategy Classification

  • Primary type: Mean-reversion (statistical deviation reversion)

  • Trading style: Regression channel / residual band reversion

  • Time horizon: Intraday-to-swing (depends on preset; logic runs on the chart timeframe)

This EA:

  • ✔ trades reversion setups after price crosses back from oversold/overbought bands

  • ✔ can scale exposure only via fixed multipliers (no compounding logic)

  • ❌ does NOT use grid, martingale, averaging-down recovery, hedging, or counter-trend “rescue” logic

  • ❌ is NOT a scalper / HFT system

Core Concept: Regression “Fair Value” + Residual Bands

Instead of relying on moving averages or discretionary zones, the EA builds a regression line on the current timeframe and measures how far price deviates from it using the standard deviation of residuals.

Key design objectives:

  • Define entries using statistical structure (bands) rather than subjective levels

  • Prefer mean-reversion after a deviation has occurred (not prediction)

  • Keep behaviour repeatable using trade limits, cooldowns, spread guards, and stop/level compliance

Trading Logic (High-Level)

1) Internal regression model (on-chart timeframe)

Using the most recent RegressionPeriod bars, the EA computes:

  • Regression line (fair value proxy)

  • Residual dispersion estimate

  • Deviation bands:

    • OverSold / OverBought

    • LowerExtreme / UpperExtreme

    • (Hedge bands computed for parity, not required for core entries)

2) Mean-reversion entry triggers (band cross-back)

A trade is considered only when price shows a cross-back behaviour consistent with “exhaustion then reversion”, e.g.:

  • Buy: price crosses back above Oversold / LowerExtreme after being below it

  • Sell: price crosses back below Overbought / UpperExtreme after being above it

This aims to avoid “catching a falling knife” by requiring a confirmation-style cross rather than a simple touch.

3) Optional “regime bias” via regression gradient

The EA can apply different lot multipliers depending on whether the regression line is rising or falling (a simple directional context):

  • “On-trend” multiplier vs “against-trend” multiplier
    This is not a trend-following system — it’s a sizing gate for mean-reversion context.

4) Exit logic toward the regression line

Exits are designed around reversion to the fair value region, using:

  • Single-position close signal on regression cross (mean-reversion completion), and/or

  • Basket-style close conditions when multiple positions exist (conservative flattening behaviour)

5) Execution discipline

To reduce over-trading and make behaviour testable/repeatable, the EA includes:

  • Max trades per broker day

  • Minimum bars between entries

  • Max spread filter to avoid poor execution conditions

Risk Management & Execution Controls

AQS-LinReg MeanReversion PRO is designed with explicit, defensive risk controls:

  • ATR-based stop-loss and take-profit (configurable ATR period + multipliers)

  • Broker stop-distance & freeze-level awareness (reduces modification failures)

  • Trailing stop (configurable start and trail distance)

  • Pre-trail risk cut (partial close)
    A one-shot defensive reduction when price moves toward SL by a configurable fraction before trailing starts.

  • Catastrophic basket stop (money-based)
    Optional emergency close of all EA positions if basket P/L breaches a defined loss threshold.

  • Optional equity drawdown guard
    Can block new entries (and optionally force exit) when equity DD exceeds a threshold vs baseline.

  • Trade limiters
    Max open positions (symbol + magic), daily cap, and cooldowns.

Important: The EA does not attempt to “recover” losses via martingale/grid behaviour. Risk controls are meant to cap damage, not accelerate exposure.

Timeframe & Environment Testing

  • The EA runs on the chart timeframe (H1 is the recommended and tested timeframe) and is intended for systematic testing per instrument / timeframe preset.

  • Because broker conditions vary (spread, commissions, contract specs, stop/freeze levels), users should validate the EA on their broker before live use.

Note: If an instrument/timeframe produces no trades in a given historical window, it typically means the band-cross conditions were not met under those market dynamics — not that the EA “failed”.

Configurations Included (preset .set files)

This product includes preset configurations provided for the following instruments:

FX configurations (13)

  • AUDJPY

  • AUDUSD

  • CADJPY

  • EURAUD

  • EURNZD

  • EURJPY

  • GBPAUD

  • GBPJPY

  • GBPNZD

  • CHFJPY

  • NZDJPY

  • USDJPY

Index / CFD configurations (6)

  • AUS200

  • EUSTX50

  • FRA40

  • JPN225

  • NAS100

  • US500

Each preset is intended as a starting point and should be used only on the matching symbol/timeframe it was prepared for.

Important: Symbol names may vary by broker (suffixes such as .r , _SB , m , etc.). If your broker uses a different symbol name, load the .set file and apply it to the corresponding instrument on your platform, then validate contract specifications and execution constraints.

How preset (.set) files are provided

To ensure buyers can trade immediately with the exact tested configurations, the corresponding preset files are provided upon request after purchase.

How buyers receive the preset files

After purchase, buyers can request the preset files via:

Preset files are delivered promptly and correspond to the same parameters used in testing, including risk, session, and execution settings.

Recommended Usage

  • Designed as a portfolio component, not a single-market “all-in-one” system

  • Use one preset per symbol/timeframe

  • Always validate on demo before live deployment

  • Apply conservative risk settings appropriate to your account size and broker conditions

  • If you modify parameters, re-test execution constraints (stop levels, freeze levels, spread behaviour, slippage tolerance)

Important Notes (Transparency & Risk)

  • No martingale, grid, averaging, hedging, or recovery logic

  • No performance guarantees are made

  • Results are market- and broker-dependent

  • Past performance is not indicative of future results

Always demo-test and apply appropriate risk management before trading live.

FAQ (Frequently Asked Questions)

Q1) What type of strategy is this?
AQS-LinReg MeanReversion PRO is a regression-based mean-reversion EA that trades reversion after statistically-defined deviation conditions (oversold/overbought band cross-back). It is not grid/martingale/averaging.

Q2) What timeframe should I use?
Use the timeframe associated with the provided preset. If you change timeframe, you should re-test and re-validate carefully.

Q3) Does it use martingale or recovery stacking?
No. There is no martingale/grid/recovery logic. Risk is controlled with stops, limits, and defensive mechanisms.

Q4) Does it work in higher-spread environments (e.g., spread-based accounts)?
The EA includes execution safeguards (spread filter, stop/freeze awareness). However, real conditions vary widely. Always demo-test and confirm symbol conditions and execution quality.

Q5) Do I need to optimise the EA?
Not necessarily. Presets are designed to get you started quickly. If you optimise, avoid overfitting and validate using robust out-of-sample and conservative execution assumptions.

Q6) How do I load the .set files?
Open Strategy Tester (or attach EA to a chart) → Inputs → Load → choose the relevant .set file → confirm the symbol/timeframe match.

Q7) What should I do before trading live?
Demo test, confirm correct symbol mapping, verify stop/freeze behaviour and spread conditions, and ensure risk settings match your capital and objectives.

Screenshot provided:

Screenshot 1 – Strategy visual execution on H1 timeframe
Screenshot 2 – Multi-asset examples (FX & Indices)
Screenshot 3 – Long-term equity curve (2+ years backtest)
Screenshot 4 – Strategy Tester report (key statistics)
Screenshot 5 – Full input configuration and risk controls


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PROP FİRMASI HAZIR!   (   SETFILE'ı indirin   ) WARNING: Mevcut fiyata yalnızca birkaç kopya kaldı! Son fiyat: 990$ 1 EA'yı ücretsiz alın (2 ticari hesap için) -> satın aldıktan sonra benimle iletişime geçin Ultimate Combo Deal   ->   click here JOIN PUBLIC GROUP:   Click here Live Signal YouTube Reviews Altın Reaper'a hoş geldiniz! Çok başarılı Goldtrade Pro'yu temel alan bu EA, aynı anda birden fazla zaman diliminde çalışacak şekilde tasarlanmıştır ve ticaret sıklığını çok muhafazakardan
Gold Safe EA
Anton Zverev
5 (4)
Canlı Sinyal:   https://www.mql5.com/en/signals/2360479 Zaman Dilimi:   M1 Döviz çifti:   XAUUSD Varko Technologies   bir işletme değil, bir özgürlük felsefesidir. Uzun vadeli iş birliğine ve itibar oluşturmaya önem veriyorum. Amacım, değişen pazar koşullarına uyum sağlamak için ürünü sürekli olarak geliştirmek ve optimize etmektir. Gold Safe EA   - algoritması aynı anda birkaç strateji kullanır, temel felsefesi zarar eden işlemleri ve riski kontrol etmeye odaklanmaktır. İşlemlerin kapatılmas
Wave Rider EA MT5
Adam Hrncir
4.83 (23)
Scalper speed with sniper entries. Built for Gold. 33% OFF only  this weekend for 299 USD (ends Sunday midnight)   |   final   price  599  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
Gold House MT5
Chen Jia Qi
4.44 (50)
Gold House — Gold Swing Breakout Trading  Price increase coming soon. Only a few licenses remain at the current price (3/100) . Next target price: $999. Live signals: Profit Priority mode : https://www.mql5.com/en/signals/2359124 BE priority mode :  https://www.mql5.com/en/signals/2372604 Important: After purchasing, please remember to send us a private message to receive the recommended parameters, instructions, precautions, and usage tips. (MQL5 messaging):   https://www.mql5.com/en/users/wa
Akali
Yahia Mohamed Hassan Mohamed
3.27 (82)
LIVE SIGNAL: Canlı performansı görmek için buraya tıklayın ÖNEMLİ: ÖNCE KILAVUZU OKUYUN Broker gereksinimlerini, strateji modlarını ve akıllı yaklaşımı anlamak için bu EA'yı kullanmadan önce kurulum kılavuzunu okumanız kritik önem taşır. Resmi Akali EA Kılavuzunu okumak için buraya tıklayın Genel Bakış Akali EA, Altın (XAUUSD) için özel olarak tasarlanmış yüksek hassasiyetli bir scalping Uzman Danışmanıdır (Expert Advisor). Yüksek volatilite dönemlerinde karları anında güvence altına almak için
Wall Street Robot MT5
MQL TOOLS SL
4.33 (15)
Wall Street Robot is a professional trading system developed exclusively for US stock indices, focused on S&P500 and Dow Jones. These markets are known for their high liquidity, structured movements and strong reaction to global economic flows, making them ideal for algorithmic trading strategies based on precision and discipline. By concentrating only on these indices, the system is able to adapt closely to their behavior, volatility patterns and intraday dynamics, instead of trying to operate
Full Throttle DMX
Stanislav Tomilov
5 (9)
Full Throttle DMX - Gerçek strateji,  gerçek sonuçlar   Full Throttle DMX, EURUSD, AUDUSD, NZDUSD, EURGBP ve AUDNZD döviz çiftleriyle çalışmak üzere tasarlanmış çoklu para birimi işlem uzmanı danışmanıdır. Sistem, bilinen teknik göstergeler ve kanıtlanmış piyasa mantığı kullanan klasik bir işlem yaklaşımı üzerine kurulmuştur. Danışman, her biri farklı piyasa koşullarını ve fırsatlarını belirlemek üzere tasarlanmış 10 bağımsız strateji içerir. Birçok modern otomatik sistemin aksine, Full Throttle
Bonnitta EA MT5
Ugochukwu Mobi
3.38 (21)
Bonnitta EA, Bekleyen Pozisyon stratejisine (PPS) ve çok gelişmiş bir gizli ticaret algoritmasına dayanmaktadır. Bonnitta EA'nın stratejisi, gizli bir özel gösterge, Trend çizgileri, Destek ve Direnç seviyeleri (Fiyat Eylemi) ve yukarıda belirtilen en önemli gizli ticaret algoritmasının bir kombinasyonudur. 3 AYDAN FAZLA GERÇEK PARA TESTİ OLMADAN BİR EA ALMAYIN, BONNITTA EA'YI GERÇEK PARA ÜZERİNDE TEST ETMEM VE SONUCU AŞAĞIDAKİ BAĞLANTIDAN GÖRMEM 100 HAFTADAN FAZLA (2 YILDAN FAZLA) ALDI. BONNI
AnE
Thi Ngoc Tram Le
5 (3)
ANE — Gold Grid Expert Advisor ANE è un Expert Advisor completamente automatizzato progettato per tradare XAUUSD (Oro) sul timeframe M15 utilizzando una strategia di griglia con averaging . Importante: Testa prima l’EA su un conto demo per comprendere il comportamento del sistema di averaging prima di utilizzarlo su un conto reale. Segnale Live ANE Official Channel Strategia di Trading ANE gestisce le posizioni come un gruppo. Apre trade aggiuntivi per ottimizzare il prezzo di ingresso medio q
Ultimate Breakout System
Profalgo Limited
5 (35)
ÖNEMLİ   : Bu paket yalnızca çok sınırlı sayıda kopya için geçerli fiyattan satılacaktır.    Fiyat çok hızlı bir şekilde 1499$'a çıkacak    +100 Strateji dahil   ve daha fazlası geliyor! BONUS   : 999$ ve üzeri fiyata -->   diğer 5    EA'mı ücretsiz seçin!  TÜM AYAR DOSYALARI TAM KURULUM VE OPTİMİZASYON KILAVUZU VİDEO REHBERİ CANLI SİNYALLER İNCELEME (3. taraf) NEW - VERSION 5.0 - ONECHARTSETUP ULTIMATE BREAKOUT SYSTEM'e hoş geldiniz! Sekiz yıl boyunca titizlikle geliştirilen, gelişmiş ve te
Quantum Emperor MT5
Bogdan Ion Puscasu
4.85 (504)
Tanıtımı       Quantum Emperor EA   , prestijli GBPUSD çiftinde işlem yapma şeklinizi değiştiren çığır açan MQL5 uzman danışmanı! 13 yılı aşkın ticaret tecrübesine sahip deneyimli yatırımcılardan oluşan bir ekip tarafından geliştirilmiştir. IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions. ***Quantum Emperor EA satın alın ve  Quantum StarMan  edinin!*** Daha fazla ayrıntı için özelden sorun Doğrulanmış Sinyal:   Buraya
Aurum AI mt5
Leonid Arkhipov
4.86 (44)
GÜNCELLEME — ARALIK 2025 Aurum Expert Advisor, Kasım 2024’ün sonunda resmi olarak satışa sunuldu. O tarihten bu yana gerçek piyasa koşullarında — haber filtresi olmadan, ek korumalar olmadan ve karmaşık sınırlamalar kullanmadan — istikrarlı şekilde çalışmaya devam etti. Live Signal (launch April 14, 2026) Gerçek piyasada geçen bir yıl, sistemin güvenilirliğini açıkça kanıtladı. Ve yalnızca bu gerçek deneyime ve istatistiklere dayanarak, Aralık 2025’te büyük bir güncelleme yayınladık: Tüm ekran
The Gold Phantom
Profalgo Limited
4.57 (30)
SAHNE HAZIR! -->   TÜM AYAR DOSYALARINI İNDİRİN UYARI: Mevcut fiyattan sadece birkaç kopya kaldı! Son fiyat: 990$ YENİ (sadece 399$'dan başlayan fiyatlarla)   : 1 EA'yı Ücretsiz Seçin! (En fazla 2 işlem hesabı numarasıyla sınırlıdır, UBS hariç tüm EA'larım seçilebilir) En İyi Kombine Fırsat     ->     buraya tıklayın Herkese açık gruba katılmak için   buraya tıklayın .   Canlı Sinyal Canlı Sinyal 2 !! ALTIN ​​HAYALET BURADA !!   Altın Orakçı'nın muazzam başarısının ardından, güçlü kardeşi Altı
Quantum Bitcoin EA
Bogdan Ion Puscasu
4.83 (120)
Quantum Bitcoin EA   : İmkansız diye bir şey yoktur, önemli olan onu nasıl başaracağınızı bulmaktır! En iyi MQL5 satıcılarından birinin en son şaheseri   olan Quantum Bitcoin EA   ile   Bitcoin   ticaretinin geleceğine adım atın. Performans, kesinlik ve istikrar talep eden yatırımcılar için tasarlanan Quantum Bitcoin, kripto para biriminin değişken dünyasında mümkün olanı yeniden tanımlıyor. ÖNEMLİ!   Satın alma işleminden sonra lütfen kurulum kılavuzunu ve kurulum talimatlarını almak için ba
XIRO Robot MT5
MQL TOOLS SL
4.85 (26)
XIRO Robot is a professional trading system created to operate on two of the most popular and liquid instruments on the market:  GBPUSD, XAUUSD and BTCUSD . We combined two proven and well tested systems, enhanced them with multiple new improvements, optimizations and additional protective mechanisms, and integrated everything into one advanced and unified solution. As a result of this development process, XIRO Robot was created. Robot was designed for traders who are looking for a reliable and
EA Legendary Multi Strategy — Profesyonel bir çoklu strateji danışmanı. Tek bir danışman — onlarca strateji. Onaylanmış sinyaller. Sıkı risk yönetimi. Giriş doğruluğuna, esnek ayarlara ve düşüş kontrolüne değer veren yatırımcılar için tasarlanmıştır. Bu sadece bir danışman değil. Stratejilerden gelen kolektif zekanın gücünün yapay zekanın hassasiyetiyle buluştuğu algoritmik ticarette bir kuantum sıçramasıdır. Kolektif Zeka: 12'den fazla bağımsız işlem stratejisi birlikte çalışır. Her biri, bird
Grabber Bot
Ihor Otkydach
5 (3)
399 $ fiyatından sadece 5 adet kaldı. Bir sonraki fiyat 499 $ Grabber Bot — MQL5 Market platformunda traderlar tarafından zaten tanınmış ve olumlu değerlendirmeler almış olan Grabber System’in kanıtlanmış mantığı üzerine kurulmuş, tamamen otomatik bir Expert Advisor’dır. Bu EA’nın geliştirilme fikri gerçek trading deneyimine ve kullanıcı geri bildirimlerine dayanmaktadır. Grabber System’in manuel versiyonunu kullanan birçok trader aynı problemlerle karşılaştı: sinyaller trader uyurken veya çok
Gold Oni
Lo Thi Mai Loan
4.67 (3)
> FIYAT HER 24 SAATTE BIR ARTIYOR - SIMDI HAREKETE GECIN YOKSA YARIN DAHA FAZLA ODEYIN Mevcut fiyat: $229.99 -> Son fiyat: $1999.99 Beklediginiz her gun fiyat yukseliyor. Fiyat gecmisini kontrol edin. [ Canli Sinyal ] | [ Backtest Sonuclari ] | [ Kurulum Kilavuzu ] BONUS: Satin aldiktan sonra bize ozel mesaj gonderin ve aninda UCRETSIZ bonus EA alin. >> Onemli not: Satin aldiktan sonra bize ozel mesaj gonderin; hesap buyuklugununuze uygun ayar dosyasini aninda alin. Varsayilan SL, TP ve Trailin
AI Gold Trading MT5
Ho Tuan Thang
3.72 (43)
CANLI SİNYALİMLE AYNI SONUÇLARI MI İSTİYORSUNUZ?   Benimle tamamen aynı aracı kurumları kullanın:   IC MARKETS  &  I C TRADING .  Merkezi borsa piyasasının aksine, Forex'te tek ve birleşik bir fiyat akışı yoktur.  Her aracı kurum likiditeyi farklı sağlayıcılardan temin eder ve bu da benzersiz veri akışları oluşturur. Diğer aracı kurumlar ancak %60-80 oranında eşdeğer bir işlem performansı sağlayabilir.     MQL5'te Forex EA Trading Kanalı:  Benden en son haberleri almak için MQL5 kanalıma katılın
Nexorion Initium Novum EA
Valentina Zhuchkova
5 (2)
NEXORION: Initium Novum — Deterministik Mantık ve Algoritmik Sentez NEXORION , likidite işlemenin katı matematiksel algoritmalarına dayalı kurumsal düzeyde bir analitik komplekstir. Projenin temel konsepti "hesaplamalı şeffaflık" ilkesine dayanır: Uzman Danışman (EA), kaotik fiyat akışlarını yapılandırılmış geometrik bölgelere dönüştürerek karar verme sürecini doğrudan işlem grafiği üzerinde görselleştirir. Gerçek Zamanlı İzleme https://www.mql5.com/es/signals/2372338 Sistemin Teknik Spesifikas
Gold Zilla AI MT5
Christophe Pa Trouillas
4.77 (13)
Grok AI destekli , riski dağıtılmış ve Altın için optimize edilmiş EA ile kontrollü getiriler elde edin. GoldZILLA AI, piyasa rejimlerini tespit ederek beş farklı stratejiden dinamik olarak seçim yapan çok stratejili bir algoritmadır, XAUUSD'de drawdown'ı en aza indirirken getirileri optimize eder. [   Live Signal   ] - [  Dedicated group   | Version   MT5   -   MT4   ] Satın aldıktan sonra kullanım kılavuzunu ve AI kurulum talimatlarını almak için lütfen bana özel mesaj gönderin. Bu EA'yı Nede
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AQS-SyntheticBreakOut PRO Trend-following breakout Expert Advisor for MetaTrader 5 Engineered around a synthetic UTC trading day for portability and execution consistency Overview AQS-SyntheticBreakOut PRO is a rule-based trend-following breakout Expert Advisor for MetaTrader 5 , designed to reduce a common weakness of “daily” trading systems: dependency on broker server time and session definitions . Many daily breakout strategies implicitly rely on broker-defined daily candles, meaning the sam
AQS CandlePulse Pattern Basket Multi-Pattern Candlestick Expert Advisor for MetaTrader 5 Rule-based • Execution-hardened • Risk-controlled Overview AQS CandlePulse Pattern Basket is a rule-based candlestick pattern Expert Advisor for MetaTrader 5 , designed to trade high-probability price action signals using a controlled basket approach combined with robust execution and risk-management safeguards . The EA focuses on classical candlestick formations , evaluated on closed candles only , and in
AQS-SupportResistance BreakOut PRO Support/Resistance breakout Expert Advisor for MetaTrader 5 Engineered for rule-based breakout execution using pending stop orders around dynamic support/resistance levels, with execution hardening for broker portability and consistent behaviour across instruments. Overview AQS-SupportResistance BreakOut PRO is a rule-based breakout Expert Advisor for MetaTrader 5. The EA identifies a dynamic support and resistance range derived from recent price action and pl
HMA Trend PRO
Marina Dangerio
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