Mulakan

Moving Average Convergence / Divergence (MACD)

[TL5 MACD] Moving Average Convergence Divergence is an enhanced version of the traditional Moving Average Convergence Divergence (MACD) indicator. It preserves the standard MACD calculation but integrates: RSI-based market bias WMA-smoothed momentum confirmation ALMA adaptive trend filtering Short-term structure alignment via SMA(8) Intelligent dynamic color logic This design helps reduce weak crossovers and visually align momentum with structural trend context. What Makes This Different from Default MACD? This script does NOT modify the core MACD math. Instead, it enhances how momentum is interpreted and visually communicated: 1️⃣ RSI Bias Background RSI(14) above 50 → Bullish environment (Green background) RSI(14) below 50 → Bearish environment (Red background) This quickly identifies market regime. 2️⃣ WMA-Smoothed RSI RSI is smoothed using WMA(14) to confirm momentum slope direction. 3️⃣ ALMA(30) Adaptive Trend Filter ALMA reduces noise while maintaining responsiveness. The zero line color reflects ALMA slope direction: Blue → Trend rising Red → Trend falling 4️⃣ SMA(8) Short-Term Momentum Alignment Used to validate structural alignment before confirming MACD strength. 5️⃣ Dynamic Line Coloring MACD and Signal line colors adapt based on: SMA(8) slope ALMA alignment WMA(RSI) momentum slope This helps visually filter weak signals. How to Use Strong Bullish Conditions RSI > 50 SMA(8) above ALMA(30) MACD & Signal turning green/lime MACD above zero line Strong Bearish Conditions RSI < 50 SMA(8) below ALMA(30) MACD & Signal turning red MACD below zero line Transitional Phases Yellow / Gray colors indicate weakening momentum or structural disagreement. Best Used For Intraday trading Trend continuation setups Pullback entries within strong structure Momentum confirmation alongside price action Works well on: Forex Indices Crypto Commodities (especially trending instruments) Inputs Source Fast Length Slow Length Signal Length Oscillator MA type (EMA or SMA) Signal MA type (EMA or SMA) Notes Histogram is available but hidden by default. Core MACD calculation remains mathematically standard. This script enhances interpretation, not the formula itself. Not intended as standalone financial advice. Disclaimer This indicator is for educational purposes only. Trading involves risk. Always use proper risk management.
Penunjuk Pine Script®
oleh AquaTickTrader
Linda Bradford Raschke's 80-20 Momentum Candlestick StrategyLinda Bradford Raschke's "80-20" strategy from "Street Smarts: High Probability Short-Term Trading Strategies" (co-authored with Laurence Connors). Core idea: Identify a strong "momentum candlestick" on daily (body ≥80% of range, shadows ≤20%) signaling potential reversal. Then on intraday TF, trade false breakouts: price breaks close ± threshold (e.g. 20 points), reverses back to close → enter counter-direction. - LONG: False downside break → revert up → buy at momentum close. - SHORT: False upside break → revert down → sell at momentum close. - Target: ~50% of momentum body (center). - SL: ATR-based or beyond momentum extremes. - Valid for 1-3 days post-momentum candle. Best for indices (S&P, Nasdaq), forex majors, volatile stocks. Use daily for detection, H1/M15 for entries. Not financial advice — Backtest thoroughly, use with discretion and proper risk management. Original concept: Street Smarts book + discussions (e.g., RoboForex blog, MQL5 articles). Open-source v6 — suggestions welcome!
Strategi Pine Script®
oleh uzair2join
Linda Bradford Redford 3-10 Oscillator Enhanced LBR MomentumLBR 3-10 Oscillator – Enhanced (Linda Raschke Momentum) Popularized by Linda Bradford Raschke since the 1980s, the 3-10 oscillator is a fast momentum tool that measures the difference between a 3-period and a 10-period simple moving average of price (plus a 16-period signal line of that difference). It is essentially a simple-moving-average version of the MACD and is widely used for short-term momentum shifts and trend changes, especially in futures and intraday trading. This enhanced open-source version adds: Custom MA type (SMA/EMA/WMA) for all lines (default = SMA to stay true to the original). Colored histogram that shows momentum strength: strong bull (bright lime), weak bull (pale green), strong bear (maroon), weak bear (red). Momentum “hooks” – tiny dots on the fast line that mark changes in direction (potential short-term exhaustion). Simple adjacent-bar divergence labels (bullish/bearish) for visual reference. Overbought/oversold levels and full alert suite. How to read it Fast line (blue/purple) = raw momentum. Crosses of the thick red signal line = momentum shifts. Zero-line cross = trend confirmation. Histogram color & height = conviction of the move. Hooks = possible short-term turns. Divergence labels = possible weakening of momentum (use with price action). How to use Works on any timeframe and asset. Best results on liquid instruments (futures, forex majors, large-cap stocks). Adjust MA type or lengths for different market conditions. The raw oscillator scale varies with price/volatility, so tune the OB/OS levels to the chart you are trading. This script does not contain any backtesting, performance claims, or mechanical trading rules. It is a visual momentum tool only. Always combine with price action, support/resistance, and your own risk management. The code is fully open-source so you can study or modify it. Inspired by Raschke’s original concept and many community implementations, but the visual enhancements (strength-based histogram coloring, hooks, and divergence labels) are unique to this version.
Penunjuk Pine Script®
oleh uzair2join
3D MACD Bar Plot [LuxAlgo]The 3D MACD Bar Plot indicator provides a multi-dimensional visualization of MACD values across a user-defined range of fast and slow EMA lengths. By projecting these values into a 3D grid, the tool allows traders to observe momentum clusters and identify robust trends that persist across various parameter settings. 🔶 USAGE The indicator aims to solve the problem of "parameter sensitivity" by showing the MACD histogram for many different settings simultaneously. Instead of looking at a single (12, 26, 9) MACD, users can see a surface of momentum. 🔹 Identifying Momentum Clusters When the majority of the 3D bars are tall and colored with the bullish color, it indicates a "momentum cluster" where most EMA combinations agree on a strong uptrend. Conversely, a mix of small bullish and bearish bars suggests a choppy or transitioning market where different settings are providing conflicting signals. 🔹 Trend Robustness A robust trend is visible when the entire 3D surface slopes steeply in one direction. If only a small corner of the grid (specific EMA combinations) is showing strength while the rest remains flat, the trend may be fragile or limited to a specific timeframe/sensitivity. 🔹 3D Projection The script uses a pseudo-3D isometric projection. The Fast Axis represents variations in the Fast EMA length. The Slow Axis represents variations in the Slow EMA length. The Height (Z-axis) represents the resulting MACD value (Fast EMA - Slow EMA). 🔶 DETAILS The tool calculates a matrix of MACD values by iterating through the "Step" values provided in the settings. It then maps these values to a 2D coordinate system on the chart to create the illusion of depth. To maintain performance and visual clarity, the script uses a snaking polyline algorithm to draw the grid and surface. The bars also feature dynamic transparency: bars further back in the "depth" of the 3D space are more transparent, helping the user focus on the overall shape of the momentum surface rather than individual lines. 🔶 SETTINGS 🔹 Grid Configuration Fast Min/Max/Step : Defines the range and increments for the Fast EMA lengths used in the calculation. Slow Min/Max/Step : Defines the range and increments for the Slow EMA lengths used in the calculation. 🔹 3D Projection Settings Y Baseline Price : Adjusts the vertical anchor point of the 3D plot. X Spacing (bars) : Controls the horizontal spread between the 3D grid points. Z Height : Scales the height of the MACD bars relative to the grid spacing. 🔹 Style Bullish/Bearish Color : Sets the colors for positive and negative MACD bars. Grid Color : Controls the color of the connecting surface lines and the base grid.
Penunjuk Pine Script®
oleh LuxAlgo
5
MACD - Trend & Signals with ArrowsThis isn't just another MACD to clutter your chart. I designed this Hybrid MACD Script specifically to solve the "indicator fatigue" that happens when trading multiple asset classes. Most MACD scripts require you to squint at the lines to see if a crossover actually happened; this script automates the detection and organizes the data into a clean, actionable HUD. The Hybrid Edge: Why This Version? Standard MACD indicators often fail in high-volatility environments (like Options or Forex) because the "cross" is hard to time visually. This program bridges that gap. 1. Key Logic & Signal Mechanics The script uses a dual-signal confirmation system that is hard-coded into the visual output: The Momentum HUD (Right) : Instead of calculating the trend slope in your head, the table uses a real-time logical check. If macdLine > 0, the trend is classified as BULLISH. This is critical for Stock and Fund traders who need to filter out "fake" bounces that occur below the zero line. The Delta-Histogram : Unlike basic histograms, this one tracks velocity change. Dark Green/Red: Momentum is accelerating. Light Green/Red: Momentum is exhausting (The "Squeeze" phase). Precision Entry Arrows : The plotshape function is tied to ta.crossover. These arrows only appear at the close of the candle, ensuring you don't jump into a trade on a "repainting" signal. 2. Strategic Application For Options & Scalping The Histogram Gradient is your exit signal. If you are long on a Call option and the histogram changes from Dark Green to Light Green, the program is telling you that the rate of change is slowing down. Even if price is still moving up, the Greeks (specifically Delta) will start working against you. For Forex & Trend Following Use the Zero-Line Filter. High Probability: Only take Green Arrows if the MACD Line is already above 0. Reversal Play: Look for Red Arrows when the MACD Line is significantly extended from the 0 axis—the "Value Area." 3. How to Use This Script Effectively Stop Loss Placement: When a Red Arrow appears, the recent swing high is your mathematical ceiling. Divergence Detection: If price makes a higher high, but the Momentum Value in the Dashboard table is lower than the previous peak, you are looking at a classic bearish divergence. Cross-Asset Optimization: Stocks/Funds: Keep the default 12, 26, 9 settings. Crypto/Options: Consider tightening to 10, 20, 7 for faster reaction to "flash" moves.
Penunjuk Pine Script®
oleh Finis233
1
MACD + RSI + EMASTRATEGY LOGIC --- LONG CONDITION --- 1. Trend is Up (Price > EMA) 2. MACD Bullish Crossover (Momentum Starting) 3. RSI is Healthy (Between 50 and 70) - Buyers strong, but not exhausted --- SHORT CONDITION --- 1. Trend is Down (Price < EMA) 2. MACD Bearish Crossover (Momentum Dropping) 3. RSI is Healthy (Between 30 and 50) - Sellers strong, but not exhausted --- EXITS --- Exit Long if RSI gets too hot (> 75) or Trend Reverses Exit Short if RSI gets too cold (< 25) or Trend Reverses
Strategi Pine Script®
oleh abishek_philip24
EMA & MACD Strategy with SL/TPEnglish ​This indicator is a trend-following tool designed to identify high-probability entry points by combining a 200 EMA trend filter with a 15 EMA (High/Low) channel and MACD momentum. It also features automatic Stop Loss (SL) and Take Profit (TP) line plotting based on a customizable risk-reward ratio. ​Key Features: ​Trend Filter: Uses 200 EMA to determine the major trend direction. ​Dynamic Channel: Uses 15 EMA High/Low as a "trading zone" to identify breakouts. ​Momentum Confirmation: Uses MACD Histogram to ensure momentum is in your favor. ​SL/TP Visualization: Automatically plots exit levels. Stop Loss is set at the opposite side of the EMA channel. ​Flexible Alerts: Built-in alerts for both Buy and Sell signals with a customizable lookback period for signal alignment. ​How to Use: ​Long: Price and Channel are above 200 EMA + MACD Histogram is positive + Price breaks above 15 EMA High. ​Short: Price and Channel are below 200 EMA + MACD Histogram is negative + Price breaks below 15 EMA Low. ​日本語説明 ​このインジケーターは、200EMAによる環境認識に加え、15EMA（High/Low）のチャネルとMACDを組み合わせた順張り専用のトレンドフォローツールです。利確・損切りのラインを自動描写する機能を備えており、視覚的にトレードプランを立てることが可能です。 ​主な機能: ​トレンドフィルター: 200EMAより上で買い、下で売りに限定。 ​ダイナミックチャネル: 15EMAの上下限をブレイクアウトのトリガーとして使用。 ​モメンタム確認: MACDヒストグラムが0ラインの適切な側にあることを条件に追加。 ​出口戦略の可視化: 損切り（チャネルの反対側）と利確（リスクリワード比に基づく）を自動表示。 ​柔軟なアラート: 価格とMACDのクロスが数本ズレても検知できる有効期限設定付き。
Penunjuk Pine Script®
oleh mamachi-
4 in 1 - MA, MACD, Stochastic and RSIIt consolidates four of the most popular technical analysis tools into a single script. It displays the Moving Averages on the main chart (Overlay) and stacks the MACD, Stochastic, and RSI into a single bottom panel using vertical offsets. This script uses Vertical Offsets to prevent the lines from overlapping: RSI lives at 0 - 100. Stochastic lives at 120 - 220 (It adds +120 to the values). MACD lives around 300 (It adds +300 to the values). Note: Do not rely on the specific numbers on the far right Y-axis for the MACD or Stochastic, as they have been artificially shifted up. Rely on the visual crossovers and the relative position of the lines.
Penunjuk Pine Script®
oleh win_online
Auto-Lensed MACD + Z-Score v8.2The AL-MACD represents a departure from static technical analysis. While traditional oscillators use fixed mathematical constants, this indicator treats the market as a living, breathing cycle that requires a dynamic "Lens" to view clearly. 1. The Core Innovation: The Adaptive Lens Standard MACDs are often "too fast" in volatile markets (causing noise) or "too slow" in trending markets (causing lag). How it works: The script constantly measures the distance between recent price pivots to determine the Market Tempo. The Result: It automatically recalculates its own Fast, Slow, and Signal lengths. If the market cycle compresses, the MACD tightens to catch the move; if the cycle expands, the MACD smooths out to avoid fakeouts. 2. Statistical Extremity (Z-Score Integration) We integrated a price-based Z-Score (Standard Deviation) logic to provide a "Mean Reversion" layer. Normalization: The Z-Score is normalized to the MACD scale so that the threshold bands breathe with the momentum. Exhaustion Coloring: The histogram turns Aqua or Magenta when the price is statistically overextended (sigma>2.0 SD). This tells you a move is "out of breath" even before a reversal begins. 3. Signal Intelligence & Noise Reduction To solve the "dot cluster" problem common in divergence indicators, we implemented a Quiet Build architecture: ATR Magnitude Filter: Divergences are ignored if the price move between pivots is too small to be significant. Signal Cooldown: A mandatory "rest period" (default 15 bars) prevents the script from firing repeated signals during a slow grind. Slope Filter: Ignores signals if the MACD momentum is essentially flat. 4. Visual Interface & Dashboard The Dashboard: Provides a real-time "Flight Deck" including Lens Speed, Price Z-Score, and current Adaptive Lengths. Timeframe Recommendations: A dynamic "Rec Pivot" feature that tells the user exactly which structural settings to use based on the current chart interval (15s vs. Daily). Sniper Alerts: A confluence-based alert system that only triggers when a Divergence meets a Z-Score extremity—the "A+ Setup." 5. Strategy Cheat Sheet Signal Market Context Action Histogram Color Shift Z-Score sigma> 2.0 Alert: Market is overextended. "R" Triangle + Magenta/Aqua Divergence at Extremity Entry: High-conviction mean reversion (The Sniper). Rising Lens Speed Cycle lengths are increasing Wait: Market is entering a slow, trending grind. Falling Lens Speed Cycle lengths are decreasing Prep: Volatility is coiling; expect a fast move.
Penunjuk Pine Script®
oleh kimlombard
Squared9 Pro v1Squared9 Pro v1.0 (strategy) combines classic Gann geometry with modern momentum checks to find high-conviction reversal zones. The strategy requires: 1. Price to be within a user-defined percentage of Gann levels (based on recent pivot highs/lows and Square of Nine calculations). 2. Divergence on Stochastic and/or MACD (price and indicator moving in opposite directions). 3. Current price to respect the trend direction on a higher timeframe EMA. 4. A candle with a strong body relative to its range. Here's what it looks for: - Price is close to important Gann levels (calculated from recent swing highs/lows using Square of Nine math — shown as colored horizontal lines). - Stochastic and MACD indicators show divergence (price makes new high/low but indicators do not — a classic reversal clue). - The overall trend on a higher timeframe (default 4-hour) supports the trade direction via a 50-period EMA filter. - The current candle has a strong directional body (not a doji or tiny range — minimum body size is adjustable). When these line up, a green triangle appears below the bar for a potential long entry, or a red triangle above for short. Stop-loss and take-profit are set automatically using ATR multiples (default 1.7× for stop, 3.2× for target), with an optional trailing stop. All settings (lookback periods, tolerances, ATR multipliers, etc.) can be changed in the inputs panel. This script is designed for traders who want confluence-based signals rather than relying on a single indicator. Feedback is welcome.
Strategi Pine Script®
oleh RU55IANROUL3TT3
Cyberpunk MACD Pulse EngineDescription The Cyberpunk MACD Pulse Engine is a high-performance trend momentum oscillator designed for the modern trader operating in high-volatility environments. It reimagines classic MACD logic through a futuristic HUD (Head-Up Display) aesthetic and is now equipped with "Tactical Mode" switching capabilities—allowing you to swap your analytical focus instantly, much like upgrading hardware in a high-tech sprawl. Core Systems ・Four Tactical Presets: Instantly recalibrate the engine between Standard, Fast (Scalp), Slow (Swing), or Neural Spike (Hyper-reactive) to match your specific trading style. ・Pulse Histogram: Features dynamic transparency and neon-fused clarity to visualize momentum acceleration and deceleration in real-time. ・Dual-Core Lines: MACD and Signal lines are rendered with a "Neon Glow" effect for maximum visibility during intense sessions. ・System Status HUD: An integrated interface in the top-right corner that monitors current status and active Tactical Mode without cluttering your focus. ・Optimized Logic: Built on Pine Script V5 to ensure lightweight, latency-free performance. How to Use 1. Identify the Signal: Watch for the "System Reboot" (Cyan Triangle) for bullish reversals and "System Critical" (Magenta Triangle) for bearish shifts. 2. Monitor Intensity: When the histogram glows intensely, momentum is at its peak. 3. Tactical Tip: Use Neural Spike for spotting sudden volatility spikes, and switch to Slow (Swing) to confirm if the primary higher-timeframe trend is still intact. 概要 Cyberpunk MACD Pulse Engineは、現代のトレーダーのために設計された高性能トレンド・モメンタム・オシレーターです。クラシックなMACDを近未来的なHUD（ヘッドアップディスプレイ）の美学で再構築しただけでなく、状況に応じて設定を瞬時に換装できる**「タクティカル・モード」**を新たに搭載しました。ハイテク都市のハードウェアをアップグレードするように、分析の焦点を即座に切り替えることが可能です。 主な機能 ・4つのタクティカル・プリセット: Standard、Fast (スキャルピング)、Slow (スイング)、Neural Spike (超高感度反応) から、自身のトレードスタイルに合わせてエンジンを即座に再調整できます。 ・パルス・ヒストグラム: ネオンが融合したクリアな視覚効果と動的な透明度変化により、モメンタムの加速と減速をリアルタイムに視覚化します。 ・デュアルコア・ライン: MACDとシグナルラインに「ネオングロー」エフェクトを施し、ボラティリティの高い局面でも最高の視認性を確保。 ・統合HUD: ペインの右上に、現在のトレンドステータスと選択中のモードをフィードバック表示。集中力を削ぐことなく状況を把握できます。 ・最適化されたロジック: Pine Script V5をベースに、軽量な動作とラグのない描画を実現しました。 使用方法 1. シグナルの確認: 強気の反転を示す「System Reboot（シアンの三角）」と、弱気への転換を示す「System Critical（マゼンタの三角）」に注目してください。 2. 勢いの測定: ヒストグラムの発色が鮮やかになった時、トレンドの勢いが最大に達していることを示します。 3. タクティカル・チップ: 急なボラティリティを検知するにはNeural Spikeを使用し、主要なトレンドが維持されているか確認するにはSlow (Swing)に切り替えて分析を補完してください。
Penunjuk Pine Script®
oleh ken5_5489
Safer Reversal: CHoCH & Div 1st BoS Entry & Exits & Pro FeaturesProfessional traders (in ICT/SMC frameworks) often exit reversal trades using these logic layers for better risk control and to avoid holding into reversals: Opposing CHoCH → Strongest exit/reversal warning: If you’re in a bullish trade and a bearish CHoCH forms (breaks structure against your direction), it’s time to exit fully or scale out aggressively. This signals the new trend might be over or reversing. Failed BoS / Lack of Continuation → If no new BoS occurs for many bars after entry (e.g., 10–20 bars, adjustable), momentum is fading → partial or full exit. Target Zones → Common exits at next major POI: e.g., opposite-side liquidity (equal highs/lows), recent swing extremes, or a fixed RR (like 1:2 or 1:3 from entry). Trailing via Swings → After each new BoS in your direction, trail stop to the recent swing low/high (or below last BoS level) for letting winners run. Other Pro Touches: Volume filter on entry BoS (require above-average volume for confirmation). RSI extreme check (e.g., exit if RSI hits overbought/oversold in your trade direction after entry). Alerts for exits (“EXIT BUY - Opposing CHoCH” etc.).
Penunjuk Pine Script®
oleh jeffreykgibson3
stelaraX - MACDstelaraX – MACD stelaraX – MACD is a classic momentum and trend-following indicator based on the relationship between two exponential moving averages. It is designed to visualize trend direction, momentum strength, and potential reversal points in a clear and uncluttered way. This indicator is part of the stelaraX ecosystem, focused on clean technical analysis and AI-supported chart evaluation. stelarax.com Core logic The MACD is calculated using three user-defined parameters: * fast moving average period * slow moving average period * signal line smoothing period The indicator consists of: * the MACD line, calculated as the difference between the fast and slow EMA * the signal line, which is an EMA of the MACD line * the histogram, representing the difference between MACD and signal line Momentum increases when the histogram expands and decreases when it contracts. Crossovers between the MACD line and the signal line highlight potential trend shifts. Visualization The script plots: * the MACD line * the signal line * a color-coded histogram Histogram bars adapt their color dynamically: * green tones for positive momentum * red tones for negative momentum * brighter colors when momentum is increasing * softer colors when momentum is weakening A zero baseline is plotted to clearly separate bullish and bearish momentum phases. Use case This indicator is intended for: * momentum and trend analysis * identifying trend continuation and exhaustion * confirming price action and breakout signals * divergence observation between price and momentum For traders looking to combine classical indicators with modern AI-driven chart analysis, additional tools are available at stelarax.com Disclaimer This indicator is provided for educational and technical analysis purposes only and does not constitute financial advice or trading recommendations. All trading decisions and risk management remain the responsibility of the user.
Penunjuk Pine Script®
oleh stelaraX_official
MACD Standard DeviationMACD Standard Deviation The MACD Standard Deviation is a smoother, volatility-adjusted version of MACD designed to improve signal quality and reduce noise while preserving fast market responsiveness. 🚀 Benefits • Strong performance on assets like BNBUSDT • Faster entries with reduced signal noise • Simple and efficient calculation method • Improved trend clarity compared to classic MACD 💡 Core Idea The objective is to create a cleaner MACD signal by measuring and adapting to its volatility. By accounting for dispersion, the indicator filters weak fluctuations and keeps meaningful momentum moves. ⚙️ How It Works A standard MACD is calculated using selected moving averages. Standard deviation of the MACD is computed over a chosen period. Upper and lower dynamic levels are derived from MACD median and volatility. These adaptive bands help filter false signals and better capture trend direction. The result is a smoother, more stable MACD-based trend tool. 📌 Usage Notes • Crosses around the zero line indicate potential trend shifts. • Expanding band distance suggests rising momentum volatility. • Contracting distance often signals consolidation phases. • Histogram changes help visualize acceleration or weakening momentum.
Penunjuk Pine Script®
oleh MisinkoMaster
Dual-Scale MACDDual-Scale MACD is a dual-timeframe momentum indicator that displays a scaled short-term MACD together with a long-term MACD in the same pane. The short-term MACD can be amplified by a configurable scale ratio, allowing its momentum structure to be visually aligned with the long-term MACD. All EMA parameters are fully configurable, making this indicator suitable for experimentation with multi-cycle momentum resonance. Features Two independent MACD systems (short-term + long-term) Fully configurable EMA parameters Adjustable scale ratio for visual alignment Clean histogram + top-layer signal line Use cases Multi-cycle momentum comparison Trend confirmation & divergence analysis Studying MACD resonance across time scales This indicator is intended for analytical and educational purposes.
Penunjuk Pine Script®
oleh flyingcow8
MACD-V (Volatility Normalized MACD)Award-Winning Momentum Indicator by Alex Spiroglou (CMT Charles Dao Award & NAAIM Founders Award, 2022) The classic MACD has powered trading decisions for decades, but it suffers from five major limitations that undermine consistency: 1- Readings are not comparable over time (absolute price dependency causes massive scale differences across decades) 2- Not comparable across markets or assets (e.g., stocks vs. forex vs. crypto) 3- No universal overbought/oversold levels 4- Excessive whipsaws in low-momentum/range-bound conditions 5- Lagging signals in high-momentum reversals (e.g., missing big chunks of V-shaped recoveries) MACD-V solves all five issues by normalizing momentum against volatility instead of price. Core Formula MACD-V = (EMA(12) - EMA(26)) / ATR(26) × 100 This expresses momentum in units of Average True Range (ATR), creating a volatility-adjusted oscillator that remains mathematically meaningful and comparable: -Analysts can use MACD-V across any timeframe: -Across any asset class (stocks, forex, commodities, bonds, crypto) -Over decades of history Key Features & Benefits Time-stable & cross-market comparable: A +100 reading today has the same meaning as +100 in the past years, regardless of asset or price level. Universal extremes: ±150 captures ~95% of all readings across markets → extreme/stretched momentum. Momentum Lifecycle Roadmap (objective framework): +150 or < -150: Extreme / overstretched (high reversal risk) +50 to +150 or -50 to -150: Strong directional momentum (rallying, retracing, rebounding, reversing) -50 to +50: Neutral / low momentum / ranging (avoid most signals — high whipsaw zone) Range Rules for regime context: In bullish regimes (price > 200 EMA), -50 to -150 becomes the practical oversold zone; readings below -100 are rare and often powerful buy setups. Opposite in bearish regimes. Improved signal quality: Filter whipsaws in neutral zone, anticipate lag in extremes, prioritize high-probability crosses in strong-momentum bands. MACD-V Histogram (MACD-VH): Normalized short-term momentum with extremes at ±40 for fast reversal detection. Backtesting & strategy-friendly: Enables reliable historical analysis, cross-asset relative strength, and systematic rules MACD-V transforms momentum from subjective art into objective, repeatable science — giving you consistent, actionable insights no matter what you're trading. Use it standalone or layer with trend filters (e.g., 200 EMA), volume, or price action for even stronger edges. Developer: Alex Spiroglou Open-source versions inspired by his work — feel free to fork and improve! Happy trading! 🚀
Penunjuk Pine Script®
oleh KivancOzbilgic
18
Mean Reversion [SIMI]This mean reversion indicator identifies extreme price deviations from the mean, providing high-probability reversal signals. Designed for confluence-based trading, it works best when combined with complementary indicators such as VWAP, price action, and volume analysis. 📊 Core Features Signal Types Prime Signals (Bright Green/Red Dots): Extreme reversions usually beyond ±1.5 SD - highest probability setups (you can customise this zone!) Regular Signals (Dark Green/Red Dots): Standard reversions - moderate probability Leader Line (Pink Dotted): Early warning indicator for potential reversals Histogram Weakness: Momentum divergence signals Normalisation Methods: Institutional Hybrid (Z-ATR) (Recommended): Volatility-adjusted Z-score - adapts to changing market conditions Percentile Ranking: Statistical ranking - excellent for ranging markets PPO + ATR Hybrid: Percentage-based with volatility adjustment Efficiency Ratio: Trend-strength weighted ATR: Pure volatility-based None: Raw Z-score ⚙️ Quick Setup Guide 1. Institutional Presets Pre-configured parameter sets optimised for different timeframes: 5M Day Trading (5/21/5): Intraday scalping 1H Options Trading (6/24/5): Options-focused setups 1D Monthly Cycle (5/20/5): Swing trading 2. Signal Filtering Prime Thresholds: Adjust ±1.5 SD to control signal quality (tighter = fewer, higher quality, adjust this zone per asset traded) Dot Filters: Fine-tune entry zones (-0.03/+0.03 default - this ignores noisy signals near Zero line) Volume Filter: Enable to require volume confirmation (1.4x average recommended, but fine tune yourself) 3. Advanced Filters Dynamic SD Thresholds: Auto-adjusts for volatility regimes (tighter in low vol, wider in high vol) Time of Day Filter: Avoids first 30 minutes, last 15 minutes, and lunch hour (11:30-13:00 EST) 💡 Trading Strategy Recommendations Optimal Usage This indicator is not intended as a standalone system. Use it for confluence alongside: VWAP (institutional positioning) Price action (support/resistance) Options flow (institutional direction) Volume analysis (conviction confirmation) Signal Interpretation Prime Signals: Wait for these for highest-probability entries - mean reversion may take hours to days Manual Entries: Don't wait for dots - trade the ±2 SD zones directly using your own confirmation Options Strategy: Prime sell signals at +2 SD make excellent short call setups; prime buy signals at -2 SD for long calls Timeframe Guidance Lower Timeframes (1M-5M): Higher noise - require additional confluence Higher Timeframes (1H-1D): More reliable signals - suitable for options and swing trades Best Results: Multi-timeframe analysis (check 1H and 4H alignment on 5M entries) 🔔 Alert System Master Alert Enable customisable alerts via the Master Alert System: Toggle individual signal types (Prime Buy/Sell, SD Crosses, Leader, Histogram) Receives bespoke messages with ticker, timeframe, and price One alert condition handles all selected signals Individual Alerts Separate alert conditions available for Prime and Regular signals if preferred. 📈 Backtesting Notes Important: Backtest results are date-sensitive and should not be the primary focus. Instead: Dial in settings visually on your chosen asset Aim for signals near actual tops and bottoms Test different normalisation methods for your specific instrument Optimise for signal quality, not backtest ROI Asset Testing: Primarily developed using SPY, QQQ, and IWM as main assets to trade. Other instruments may require parameter adjustment - mess around! Backtest Engine Entry/Exit modes (All Signals, Prime Only, Early Signals) Position sizing (percentage-based) Slippage and fill method (candle close recommended) Date range selection ⚠️ Best Practices Always use confluence - never trade on MR signals alone Start with Institutional Hybrid normalisation - most adaptive to market conditions Focus on Prime signals for quality over quantity Test on your specific asset - optimal settings vary by instrument Longer timeframes = higher reliability - 1H+ for best results Enable Time Filter on intraday charts to avoid volatile periods Use Dynamic SD in highly volatile markets (earnings, FOMC, etc.) 🛠️ Troubleshooting Too many signals: Increase Prime Thresholds or enable Volume Filter Too few signals: Decrease Prime Thresholds or reduce Dot Filters False signals: Enable Time of Day Filter and Dynamic SD Signals don't align with tops/bottoms: Try different normalisation method 📝 Feedback & Development Bug Reports: Please report any issues via TradingView comments or direct message. Strategy Sharing: I'd love to hear how you're using this indicator and what strategies you've developed. Open Source: Feel free to fork and modify this indicator. If you create an improved version, please share it with the community! 🙏 Acknowledgements Developed through AI-assisted collaboration. Special thanks to Lazy Bear for his open source MACD histogram (volume based). Open source forever - use freely, modify, and share. Happy Trading! Remember: Past performance does not guarantee future results. Always manage risk appropriately. Pandas rock \m/
Penunjuk Pine Script®
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