QQE v3.0 [v6] - AI-Powered Trend Signal📊 QQE Signal v3.0 - AI-Powered Quantitative Trend Detection
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■ What is QQE?
QQE (Quantitative Qualitative Estimation) is an advanced oscillator that evolves the traditional RSI. It significantly reduces false signals by applying ATR-based dynamic bands to smoothed RSI values.
【Mathematical Principle】
1. Calculate RSI (default 14 periods)
2. Smooth RSI with EMA (noise reduction)
3. Apply ATR to RSI for dynamic bands
4. Signal generated on band/RSI crossover
This methodology captures "qualitative" trend changes "quantitatively" - detecting shifts that RSI alone would miss.
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■ HMA Integration
This indicator combines QQE with HMA (Hull Moving Average) for dual confirmation.
【HMA Characteristics】
- Faster response, less lag than traditional MAs
- Formula: WMA(2×WMA(n/2) - WMA(n), √n)
- Ideal for trend direction confirmation
【Dual Confirmation Logic】
- QQE: Detects momentum turning points
- HMA: Confirms price trend direction
- Both aligned = High-confidence signal
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■ AI Score System (60-100)
Signal confidence quantified as 0-100 score, integrating multiple factors.
【Score Components】
1. Signal Base (QQE×HMA alignment bonus)
2. QQE Strength (deviation from RSI midpoint 50)
3. Volatility State (ATR ratio evaluation)
4. Volume Confirmation (anomaly detection vs average)
【Signal Levels】
┌────────────────────────────────────────┐
│ 💰 BIG CHANCE (90+) │
│ → All factors aligned at high level │
│ → Highest confidence │
├────────────────────────────────────────┤
│ ⚡ SUPER (80-89) │
│ → Major factors strongly aligned │
│ → High confidence │
├────────────────────────────────────────┤
│ 🚀 POWER (70-79) │
│ → QQE+HMA simultaneous signal │
│ → Medium-high confidence │
├────────────────────────────────────────┤
│ 💪 STRONG (60-69) │
│ → Basic signal triggered │
│ → Standard confidence │
└────────────────────────────────────────┘
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■ MTF (Multi-Timeframe) Function
Display signals from different timeframes on your current chart.
【Use Cases】
- View 5min signals on 1min chart
- Monitor higher timeframe direction while scalping
- Improve entry timing precision
【Auto-Optimization by Asset】
- USD/JPY, EUR/USD: QQE Factor 4.238
- Gold (XAU/USD): QQE Factor 8.0 (volatility adjusted)
- BTC: QQE Factor 12.0 (high volatility adjusted)
- NASDAQ: QQE Factor 4.238
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■ Trading Strategies
【Strategy 1: Trend Following】
1. Wait for 80+ score signal
2. Confirm HMA direction
3. Set stop-loss at recent high/low
4. Target 1:2+ risk-reward ratio
【Strategy 2: Range Breakout】
1. Multiple 60-70 signals occurring
2. Price approaching range boundary
3. 90+ signal confirms breakout
4. Enter in breakout direction
【Strategy 3: MTF Confirmation】
1. Identify trend on higher TF (4H/Daily)
2. Find entry on lower TF (5-15min)
3. Both timeframes aligned = highest confidence
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■ Recommended Settings
【Scalping (1-5min)】
- RSI Period: 14
- Smoothing: 5
- Min Score: 70
- MTF: 5min recommended
【Day Trading (15-60min)】
- RSI Period: 14
- Smoothing: 5
- Min Score: 60
- MTF: Same as chart
【Swing (4H-Daily)】
- RSI Period: 14
- Smoothing: 5
- Min Score: 60
- MTF: OFF (use chart timeframe)
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■ Pro Version Available
For advanced features, check "QQE×HMA Showtime v3.5" (invite-only):
- P/L Counter (real-time profit/loss tracking)
- BIG WIN visual effects
- Detailed statistics panel
- Enhanced algorithm accuracy
See my profile for details.
⚠️ DISCLAIMER
This indicator is for educational and analytical purposes. Past performance does not guarantee future results. Always use proper risk management.
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【日本語】
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■ QQEとは?(Quantitative Qualitative Estimation)
QQEは、RSI(相対力指数)を進化させた高度なオシレーターです。従来のRSIの弱点である「ダマシ」を大幅に軽減し、より信頼性の高いシグナルを生成します。
【数学的原理】
1. RSIを計算(デフォルト14期間)
2. RSIをEMAでスムージング(ノイズ除去)
3. ATR(真のレンジ)をRSIに適用し、動的バンドを生成
4. バンドとスムージングRSIのクロスでシグナル発生
この手法により、RSI単体では検出できない「質的な」トレンド変化を「量的に」捉えることが可能になります。
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■ HMA(Hull Moving Average)との統合
本インジケーターはQQEにHMAを組み合わせ、ダブル確認システムを構築しています。
【HMAの特徴】
- 従来のMAより反応が速く、ラグが少ない
- 計算式:WMA(2×WMA(n/2) - WMA(n), √n)
- トレンド方向の確認に最適
【ダブル確認の意義】
- QQE:モメンタムの転換点を検出
- HMA:価格トレンドの方向を確認
- 両者が一致 → 高確度シグナル
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■ AIスコアシステム(60-100点)
シグナルの信頼度を0-100点で数値化。複数の要素を統合評価します。
【スコア算出要素】
1. シグナル基盤(QQE×HMA一致で加点)
2. QQE強度(RSI中央値50からの乖離度)
3. ボラティリティ状態(ATR比率による評価)
4. 出来高確認(平均比での異常検出)
【シグナルレベル】
┌────────────────────────────────────────┐
│ 💰 BIG CHANCE(90点以上) │
│ → 全要素が高水準で一致 │
│ → 最高確度、大きなポジション検討可 │
├────────────────────────────────────────┤
│ ⚡ SUPER(80-89点) │
│ → 主要要素が強く一致 │
│ → 高確度、標準ポジション推奨 │
├────────────────────────────────────────┤
│ 🚀 POWER(70-79点) │
│ → QQE+HMA同時シグナル │
│ → 中高確度、慎重なエントリー │
├────────────────────────────────────────┤
│ 💪 STRONG(60-69点) │
│ → 基本シグナル発生 │
│ → 標準確度、小ポジションから │
└────────────────────────────────────────┘
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■ MTF(マルチタイムフレーム)機能
異なる時間足のシグナルを現在のチャートに表示。
【活用例】
- 1分足チャートで5分足シグナルを確認
- スキャルピング中に上位足の方向を把握
- エントリータイミングの精度向上
【銘柄別自動最適化】
- USD/JPY、EUR/USD:QQE係数 4.238
- Gold(XAU/USD):QQE係数 8.0(ボラ対応)
- BTC:QQE係数 12.0(高ボラ対応)
- NASDAQ:QQE係数 4.238
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■ 実践的トレード戦略
【戦略1:トレンドフォロー】
1. 80点以上のシグナルを待つ
2. HMAの方向を確認
3. 直近高値/安値をストップロスに設定
4. 1:2以上のリスクリワードを確保
【戦略2:レンジブレイク】
1. 60-70点シグナルが連続で発生
2. 価格がレンジ上限/下限に接近
3. 90点シグナルでブレイクを確認
4. ブレイク方向にエントリー
【戦略3:MTF確認】
1. 上位足(4H/日足)でトレンド方向確認
2. 下位足(5-15分)でエントリータイミング
3. 両時間足のシグナルが一致で高確度
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■ 推奨設定
【スキャルピング(1-5分足)】
- RSI期間:14
- スムージング:5
- 最低スコア:70
- MTF:5分固定推奨
【デイトレード(15-60分足)】
- RSI期間:14
- スムージング:5
- 最低スコア:60
- MTF:チャート足と同じ
【スイング(4H-日足)】
- RSI期間:14
- スムージング:5
- 最低スコア:60
- MTF:OFF(チャート足使用)
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■ 上位版のご案内
より高度な機能をお求めの方には「QQE×HMA Showtime v3.5」(招待専用)をご用意しています。
【追加機能】
- 損益カウンター(リアルタイム集計)
- BIG WIN演出(大勝利時の視覚効果)
- 詳細統計パネル
- 高精度アルゴリズム
詳細はプロフィールをご覧ください。
⚠️ 免責事項
本インジケーターは教育・分析目的です。過去の実績は将来の結果を保証しません。適切なリスク管理を行ってください。
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Developed by EduVest | 30 Years STEM Education × Professional FX Trading
For custom indicator development, visit my profile.
Trend-signal
Trend Trader-RemasteredThe script was originally coded in 2018 with Pine Script version 3, and it was in invite only status. It has been updated and optimised for Pine Script v5 and made completely open source.
Overview
The Trend Trader-Remastered is a refined and highly sophisticated implementation of the Parabolic SAR designed to create strategic buy and sell entry signals, alongside precision take profit and re-entry signals based on marked Bill Williams (BW) fractals. Built with a deep emphasis on clarity and accuracy, this indicator ensures that only relevant and meaningful signals are generated, eliminating any unnecessary entries or exits.
Key Features
1) Parabolic SAR-Based Entry Signals:
This indicator leverages an advanced implementation of the Parabolic SAR to create clear buy and sell position entry signals.
The Parabolic SAR detects potential trend shifts, helping traders make timely entries in trending markets.
These entries are strategically aligned to maximise trend-following opportunities and minimise whipsaw trades, providing an effective approach for trend traders.
2) Take Profit and Re-Entry Signals with BW Fractals:
The indicator goes beyond simple entry and exit signals by integrating BW Fractal-based take profit and re-entry signals.
Relevant Signal Generation: The indicator maintains strict criteria for signal relevance, ensuring that a re-entry signal is only generated if there has been a preceding take profit signal in the respective position. This prevents any misleading or premature re-entry signals.
Progressive Take Profit Signals: The script generates multiple take profit signals sequentially in alignment with prior take profit levels. For instance, in a buy position initiated at a price of 100, the first take profit might occur at 110. Any subsequent take profit signals will then occur at prices greater than 110, ensuring they are "in favour" of the original position's trajectory and previous take profits.
3) Consistent Trend-Following Structure:
This design allows the Trend Trader-Remastered to continue signaling take profit opportunities as the trend advances. The indicator only generates take profit signals in alignment with previous ones, supporting a systematic and profit-maximising strategy.
This structure helps traders maintain positions effectively, securing incremental profits as the trend progresses.
4) Customisability and Usability:
Adjustable Parameters: Users can configure key settings, including sensitivity to the Parabolic SAR and fractal identification. This allows flexibility to fine-tune the indicator according to different market conditions or trading styles.
User-Friendly Alerts: The indicator provides clear visual signals on the chart, along with optional alerts to notify traders of new buy, sell, take profit, or re-entry opportunities in real-time.
RMI Trend SniperThe "RMI Trend Sniper" is a powerful trend-following indicator designed to help traders identify potential buy and sell signals in the market.
It combines elements of the Relative Strength Index (RSI) and the Money Flow Index (MFI) to provide a comprehensive view of market momentum and strength.
🔷 Key Features:
🔹 Customizable Settings : Tailor the indicator to your trading preferences with customizable input parameters, including RSI and MFI lengths, threshold levels, and visual settings.
🔹 Momentum Signals : The indicator generates clear bullish and bearish momentum signals, allowing you to spot potential trend reversals or continuations.
🔹 The positive condition considers the previous RMI value, current RMI value, and positive change in the 5-period exponential moving average (EMA) of the closing price.
🔹 The negative condition looks at the current RMI value and negative change in the 5-period EMA.
🔹 Visual Bands : Visualize market volatility with dynamically plotted bands around the Range Weighted Moving Average (RWMA), providing insights into potential price fluctuations.
🔹 Candlestick Coloring : Easily identify bullish and bearish conditions with color-coded candlesticks, helping you make informed trading decisions.
The "RMI Trend Sniper" is a versatile tool suitable for traders of all experience levels. Whether you are a novice or an experienced trader, this indicator can help you enhance your technical analysis and improve your trading strategies.
Trend StepJust a modification of my old auto-line script, lot of errors fixed and a correction in the standard deviation. Also changed the tittle because "auto-line" was really confusing.
MTA-Traling StopIntroduction
Based on my previous indicator , this indicator plot a trailing stop using classic conditions.
Using The Indicator
Like any trailing stop when price is higher than the trailing stop this imply a buy signals, when price is lower than the trailing stop this imply a sell signal. It is possible to use decimals instead of integers for length as shown here :
length = 14.7
The indicator tend to react faster to price movements when a trend has been really long, this methodology is similar to the one used by the parabolic sar.
Downsides
Lack of robustness with the length parameter, the behaviour of the trailing stop can be hard to predict. There is a real need for control.
Conclusion
The indicator can be adaptive, even if it already is in a certain way, by changing the alpha variable at the start considering that 0 < alpha < 1. Its not recommended to use it right now except for testing/coding purpose.
It is clear that i'm not enthusiast when it come to this script, there is a real lack of accuracy, i still hope it can be of use.
Volume ImpactVolume Impact (The area)
Average Volume (The thick line, xTrigger)
Volume Impact = Volume Chance - Average Volume
It provides very reliable buy sell signals. Buy(green) when increasing, sell(red) when decreasing. Volume Impact might drop before the actual price so it has an early warning potential.
Before trend changes volume average diverges from the prices. It moves reverse to the prices.
Also before trend changes, volume impact peaks diverges from price peaks. So you know a big drop is coming.
Klinger Volume Oscillator inspired this indicator... This data is there but it is more difficult to interpret.
In summary, you can foresee trend changes.
TRIXThis indicator was originally developed by Jack K. Hutson (Stocks & Commodities (July 1983): "Good TRIX").






