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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Anton Kondratev
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AGERA,   altın piyasasındaki güvenlik açıklarını belirlemek için geliştirilmiş, tamamen otomatik ve çok yönlü açık kaynaklı bir uzman algoritmasıdır! Not        Grid       , Not        Martingale    ,    Not      "   AI"         , Not      "   Neural Network" ,    Not      "   Machine Learning"    ,     Not     "ChatGPT"   ,     Not       Unrealistically Perfect Backtests  AGERA    Community :       www.mql5.com/en/messages/01e0964ee3a9dc01 Vantage Real :    https://www.mql5.com/en/signals/23637
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Jorge Luiz Guimaraes De Araujo Dias
5 (17)
Daha az işlem. Daha iyi işlem. Her şeyden önce tutarlılık. • Canlı Sinyal Mod 1 Twister Pro EA, XAUUSD (Altın) için M15 zaman diliminde özel olarak geliştirilmiş yüksek hassasiyetli bir scalping Expert Advisor'dır. Daha az işlem yapar — ancak işlem yaptığında her zaman bir amacı vardır. Her giriş, tek bir emir verilmeden önce 5 bağımsız doğrulama katmanından geçer ve bu sayede varsayılan SET ile son derece yüksek bir isabet oranı elde edilir. İKİ MOD: Mode 1 (önerilen) — Çok yüksek isabet ora
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Ho Tuan Thang
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CANLI SİNYALİMLE AYNI SONUÇLARI MI İSTİYORSUNUZ?   Benimle tam olarak aynı brokerları kullanın:   IC MARKETS  &  I C TRADING .  Merkezi borsa piyasasının aksine, Forex'in tek, birleşik bir fiyat beslemesi yoktur.  Her broker likiditeyi farklı sağlayıcılardan alarak benzersiz veri akışları oluşturur. Diğer brokerlar yalnızca %60-80'e eşdeğer işlem performansı elde edebilirler. CANLI SİNYAL MQL5 Üzerinde Forex EA Trading Kanalı:  Benden en son haberleri almak için MQL5 kanalıma katılın.  MQL5 üze
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William Brandon Autry
5 (24)
Syna 5 – Kalıcı Zeka. Gerçek Hafıza. Evrensel Trading Zekası. Çoğu yapay zeka aracı bir kez yanıt verir ve her şeyi unutur. Sizi tekrar tekrar sıfırdan başlatır. Syna 5 unutmaz. Her konuşmayı, analiz edilen her işlemi, neden harekete geçtiğini, neden kenarda kaldığını ve piyasanın ardından nasıl tepki verdiğini hatırlar. Her oturumda eksiksiz bağlam. Her işlemle biriken kümülatif zeka. Bu, pazarlama amacıyla yapay zeka özellikleri eklenmiş bir EA daha değildir. Zeka sıfırlanmayı bırakıp birikme
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Lo Thi Mai Loan
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Thi Ngoc Tram Le
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Ho Tuan Thang
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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
The Gold Phantom
Profalgo Limited
4.46 (24)
SAHNE HAZIR! -->   TÜM AYAR DOSYALARINI İNDİRİN UYARI: Mevcut fiyattan sadece birkaç kopya kaldı! Son fiyat: 990$ YENİ (sadece 399$'dan başlayan fiyatlarla)   : 1 EA'yı Ücretsiz Seçin! (En fazla 2 işlem hesabı numarasıyla sınırlıdır, UBS hariç tüm EA'larım seçilebilir) En İyi Kombine Fırsat     ->     buraya tıklayın Herkese açık gruba katılmak için   buraya tıklayın .   Canlı Sinyal Canlı Sinyal 2 !! ALTIN ​​HAYALET BURADA !!   Altın Orakçı'nın muazzam başarısının ardından, güçlü kardeşi Altı
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William Brandon Autry
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Nano Machine GPT Version 2 (Generation 2) – Kalıcı Pullback Zekası Bu dönüşümü 2024 sonunda Mean Machine ile başlattık. Gerçek öncü yapay zekayı canlı perakende forex ticaretine taşıyan ilk sistemlerden biri. Nano Machine GPT Version 2 bu hattaki bir sonraki evrimdir. Çoğu yapay zeka aracı bir kez yanıt verir ve her şeyi unutur. Nano Machine GPT Version 2 unutmaz. Analiz edilen her pullback kurulumunu, her gerçekleştirilen girişi, her reddi, her kararın arkasındaki mantığı, piyasanın tepkisini
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Profalgo Limited
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Tanıtımı başlat! 449$'dan sadece birkaç kopya kaldı! Sonraki fiyat: 599$ Son fiyat: 999$ 1 EA'yı ücretsiz alın (2 ticari hesap için) -> satın aldıktan sonra benimle iletişime geçin 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, Altın ticareti EA'ları kulübüne katılıyor, ancak büyü
PrizmaL Gravity
Vladimir Lekhovitser
Canlı işlem sinyali İşlem faaliyetlerinin herkese açık gerçek zamanlı takibi: https://www.mql5.com/tr/signals/2364406 Resmî bilgiler Satıcı profili Resmî kanal Kullanıcı kılavuzu Kurulum talimatları ve kullanım yönergeleri: Kullanıcı kılavuzunu aç PrizmaL Gravity, yapılandırılmış ve sadeleştirilmiş bir scalping ortamında sinir ağı eğitimi ile geliştirilmiş yeni nesil bir Expert Advisor’dır. Sistem, 2020 yılından günümüze kadar olan piyasa verileri üzerinde eğitilmiş olup, farklı volati
Karat Killer
BLODSALGO LIMITED
4.71 (31)
Saf Altın Zekası. Özüne Kadar Doğrulanmış. Karat Killer   geri dönüştürülmüş göstergeler ve şişirilmiş backtestlerle dolu bir altın EA değildir — XAUUSD için özel olarak inşa edilmiş,   yeni nesil bir makine öğrenimi sistemidir   , kurumsal düzeyde metodoloji ile doğrulanmış ve gösterişten çok özü değer veren yatırımcılar için tasarlanmıştır. LAUNCH PROMOTION - LIMITED TIME OFFER   Price increases every 24 hours at 10:30 AM Cyprus time.   Secure the lowest price today before the next increase. D
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Mikhail Sergeev
4.33 (6)
«GoldBaron» - tamamen otomatik bir ticaret robotudur. Altın ticareti (XAUUSD) için tasarlanmıştır. Sadece ticaret uzmanını XAUUSD saatlik grafiğine kurun ve altının gelecekteki fiyatlarını tahmin etmenin gücünü görün. Agresif bir başlangıç için 100$ yeterlidir. Önerilen depozito 400$ 'dan başlar. Bir yıl önce, borsa teknik göstergelerinin geliştirilmesinde bir atılım gerçekleştirdik. Tamamen yeni bir konsept yaratmayı başardık. Bu göstergelerin kullanımı, geçmişe uyum sağlamak yerine, gerçek ve
Quantum Bitcoin EA
Bogdan Ion Puscasu
4.71 (122)
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
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Vasiliy Strukov
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Gold Neuron XAUUSD için Gelişmiş Çoklu Strateji Alım Satım Sistemi Lütfen dikkat: Ayarlarda Tüm Stratejileri etkinleştirin, çünkü EA mevcut koşullarda en iyi stratejiyi bulmak için piyasayı tarayacaktır! Önerilen minimum bakiye: 0,01 lot için 200$ Örnek: 400$ bakiye için 0,02 lot, vb. Gold Neuron EA, özellikle M15 zaman diliminde Altın (XAUUSD) ticareti için tasarlanmış profesyonel çok stratejili bir Uzman Danışmandır. Sistem, farklı piyasa koşullarında yüksek olasılıklı işlem fırsatlarını tespi
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Genel Bakış Golden Hen EA , özellikle XAUUSD için tasarlanmış bir Uzman Danışmandır (Expert Advisor). Farklı piyasa koşulları ve zaman dilimlerinde (M5, M30, H2, H4, H6, H12, W1) tetiklenen dokuz bağımsız işlem stratejisini birleştirerek çalışır. EA, girişlerini ve filtrelerini otomatik olarak yönetecek şekilde tasarlanmıştır. EA'nın temel mantığı, belirli sinyalleri tanımlamaya odaklanır. Golden Hen EA grid, martingale veya ortalama (averaging) tekniklerini kullanmaz . EA tarafından açılan tüm
Invictus X
Guilherme Jose Mattes
5 (5)
LIVE SIGNALS: SIGNAL 1  (current version) Old signals for early versions of the EA creation to check: SIGNAL 2 SIGNAL 3 Try default configuration with XAUUSD H1  or download and check other options to match your broker and risk profile here:  SETFILE  (update 24/03/2026) MANUAL Last copies available at $299.99 Invictus X is an advanced Expert Advisor for MetaTrader 5, built on smart Volume logic + a lot of different analysis zones to identify high-probability trading zones in both high and lo
XIRO Robot MT5
MQL TOOLS SL
4.79 (19)
XIRO Robot is a professional trading system created to operate on two of the most popular and liquid instruments on the market:  GBPUSD, XAUUSD and BTCUSD . We combined two proven and well tested systems, enhanced them with multiple new improvements, optimizations and additional protective mechanisms, and integrated everything into one advanced and unified solution. As a result of this development process, XIRO Robot was created. Robot was designed for traders who are looking for a reliable and
Mad Turtle
Gennady Sergienko
4.59 (87)
Sembol XAUUSD (Altın / ABD Doları) Zaman Aralığı H1-M15 (isteğe bağlı) Tek işlem desteği EVET Minimum Mevduat 500 USD (veya başka bir para biriminde eşdeğeri) Tüm brokerlarla uyumlu EVET (2 veya 3 basamaklı fiyatlandırma, tüm hesap para birimleri, semboller ve GMT zaman dilimi desteklenir) Önceden ayar yapmadan çalışır EVET Makine öğrenimine ilgi duyuyorsanız, kanala abone olun: Abone Ol! Mad Turtle Projesinin Ana Özellikleri: Gerçek Makine Öğrenimi Bu Expert Advisor (EA), herhangi bir GPT
Prop Firm Gold EA
Jimmy Peter Eriksson
4.48 (27)
Altın Piyasasındaki (XAUUSD) Yatırım Zorluklarına Karşı Tasarlandı Basit    Tak ve Çalıştır Kurulumu Riskli Martingale/Grid Yok Canlı Sinyal    |    FTMO Sonuçları    |    Genel Topluluk UYARI   : Mevcut fiyattan çok az sayıda kopya kaldı! Son fiyat:   990$ Strateji Prop Firm Gold EA, MT5 platformunda Altın (XAUUSD) için özel olarak tasarlanmış çok stratejili bir işlem sistemidir. Sistem, baskın gün içi yönü yakalamak için kırılma tabanlı kavramları ve gün içi fiyat modellerini kullanarak bird
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