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NEXFEL – Quantum Adaptive MACD System v2.0# NEXFEL – Quantum Adaptive MACD System v2.0 ## 📌 Overview The **NEXFEL – Quantum Adaptive MACD System v2.0** is an advanced, fully integrated decision-support tool built upon an enhanced adaptive MACD engine. Unlike traditional MACD implementations that rely on fixed parameters, this system uses **R² correlation** to dynamically adjust sensitivity based on current market behavior. This indicator **does not simply merge tools**; it unifies: - Adaptive MACD calculation - Multi-timeframe sentiment (1H + 4H) - Market regime detection - Volume confirmation - Confidence scoring (0–100%) - ATR stop-loss visualization - Session filtering - Daily trade limit control into a **single coherent trading framework**. This publication replaces my previous “Adaptive MACD Flow PRO”, as this version is a complete rewrite with new logic, improved structure, and expanded analytical capabilities. --- ## ⚙️ How It Works ### **1. Adaptive MACD Core (R²-Based)** The MACD sensitivity is adjusted using R² correlation: - High R² → smoother & more stable response - Low R² → more reactive & faster response This adaptation allows the oscillator to naturally adjust to different volatility environments. --- ### **2. Multi-Timeframe Sentiment** The system analyzes: - **1H EMAs (10/30)** - **4H EMAs (20/50)** A directional sentiment score is generated, allowing signals only when the local timeframe aligns with the higher timeframe structure. --- ### **3. Market Regime Detection** The indicator identifies whether the market is: - **TRENDING** - **RANGING** - **NEUTRAL** Signals are validated or filtered depending on the active regime. --- ### **4. Confidence Scoring System (0–100%)** The signal quality is measured by weighting: - Momentum - Volume confirmation - Market regime compatibility - Multi-timeframe alignment - Local trend direction - Short-term momentum Only **high-confidence** conditions produce the safest BUY/SELL signals. --- ### **5. ATR Stop-Loss Visualization** Dynamic stop levels are displayed using: - ATR × multiplier A visual reference for risk management without executing trades. --- ### **6. Daily Trade Limit Control** To prevent overtrading, the system tracks daily signals and restricts new ones once a limit is reached. --- ### **7. Multi-Language Interface** The panel can display: - **English** - **Portuguese** depending on user selection. (TradingView requires English as the primary language, which is why it appears first in this description.) --- ## 👤 Who This Script Is For - Traders seeking a more reliable and adaptive MACD - Scalpers who prefer high-confirmation entries - Swing traders analyzing market regimes - Users needing a clean, objective analytical panel --- ## ⚠️ Important This indicator does **not** execute trades and does not guarantee results. It is a **decision-support system**, not a trading bot. # 📝 Author’s Notes This version is a complete redesign of my previous indicator. All components were rebuilt, expanded, and optimized to offer a more structured and reliable trading system.
Chỉ báo Pine Script®
của FellGMS
MACD Zero-Line Dominance (no ta.sum)Description Option 1 (Simple & Clear) “This indicator compares how many recent bars have the MACD line above the zero line versus below it. It plots the resulting strength as a green/red histogram showing whether bullish or bearish momentum is dominating.” “MACD Zero-Line Dominance measures the strength balance between bullish and bearish momentum by counting how many candles in a lookback period have MACD above or below the zero line. The histogram turns green when bullish pressure dominates and red when bearish momentum takes control. Useful for trend confirmation, regime detection, and higher-timeframe alignment.”
Chỉ báo Pine Script®
của vijendersb
MAMA - FAMA (Ehlers) [KN]MAMA - FAMA (Ehlers) Surprisingly, I couldn't find a proper Pine Script implementation of this classic indicator on TradingView, so here's my version. This indicator implements John Ehlers' MESA Adaptive Moving Average (MAMA) and Following Adaptive Moving Average (FAMA) from his book "Rocket Science for Traders." How It Works Unlike traditional moving averages with fixed periods, MAMA adapts its smoothing based on the market's dominant cycle. It uses the Hilbert Transform to measure the instantaneous phase of price, then adjusts its responsiveness according to how fast that phase is changing. When price is trending strongly (rapid phase change), MAMA speeds up to follow closely. During consolidation (slow phase change), it slows down to filter noise. FAMA is a further smoothed version of MAMA that serves as a signal line. Signals 🔵 Bullish : MAMA crosses above FAMA 🟠 Bearish : MAMA crosses below FAMA The adaptive nature makes this particularly effective at avoiding whipsaws during ranging markets while still catching trends early. Inputs - Fast Limit (default 0.5): Maximum alpha, controls fastest response - Slow Limit (default 0.05): Minimum alpha, controls slowest response - Source (default hl2): Price input Credits Original concept by John F. Ehlers.
Chỉ báo Pine Script®
của KatherinaNote
⭐ Silver HUD v15.1 — Full Notes Version (3-Column HUD)Silver HUD v15.1 is a comprehensive Pine Script v5 indicator designed for micro silver futures (SIL) trading on TradingView. It overlays a 3-column HUD table displaying real-time analysis across multiple engines including trend, flow, momentum, pullback, turbo (breakout), divergence, volume, and 2H structure. The system generates weighted BUY/SELL scores and final signals with risk warnings, optimized for 5m charts with 30m support/resistance levels.​ Core Components Support/Resistance & Trade Levels Pulls 30m lowest low (support) and highest high (resistance) for entry/stop/TP calculation. Entry defaults to support, stop loss at support - 0.10, with ATR-based TPs (1x/2x/3x). Risk per lot factors SIL contract specs (1000oz, $5/tick). Alerts when price nears support within 0.05.​ Multi-Engine Analysis TREND: EMA20/50 + VWAP direction (UP/DOWN/MIXED). FLOW: CCIOBV (CCI+OBV) + QQE momentum sync. MOMENTUM: RSI/MFI >55 (UP) or <45 (DOWN). PB (Pullback): EMA20 deviation (-0.4% to +1.2% = OK; flags CHASE/DEEP). TURBO: ATR percentile + BB width squeeze for BREAKOUT/EXHAUST. Scores weight flow (30%), momentum (25%), PB (25%), trend/turbo (10-20%). BUY ≥75, SELL ≥72 triggers raw signals.​ Advanced Features 2H Structure: Detects HH/HL/LL/LH swings for macro bias (UP/DOWN/MIXED). SELL System: Distinguishes SELL-ALERT (exhaustion) vs full SELL-REVERSAL (multi-condition bear flip). Divergence & Volume: RSI-based bear/bull div on swing highs/lows; surge detection (>2x vol MA or 80th percentile). Final Signal: Combines raw scores with filters (no DEEP PB for BUY, 2H tiebreaker); RISK flags conflicts like div or trend mismatches.​ HUD Display & Usage Renders a bottom-right table with metric, status (color-coded), and Chinese explanations. Stars rate scores (★★★★★=90+). Ideal for high-frequency SIL traders monitoring multi-timeframe confluence on 5m charts.
Chỉ báo Pine Script®
của chyg8823
TMT 1M HA Scalping INDICATOR - Hitesh Nimje📊 TMT 1 Minute HA Scalping Strategy - Hitesh Nimje 🎯 Strategy Overview A 1-minute scalping strategy designed for high-frequency trading using Heikin Ashi-inspired crossover logic with multiple filters for precision entries. 🔧 Key Components 1. Moving Averages (Trend Detection) LineTypePeriodColorPurposeFast SMASimple MA9🔵 BluePrimary signal lineSlow SMASimple MA21🔴 RedSecondary confirmationTrend SMASMA (1H)50⚫ BlackOverall market trend bias 2. Entry Signals (Crossover Logic) 🔥 BUY Signal: Fast SMA (9) crosses ABOVE Slow SMA (21) 🔥 SELL Signal: Fast SMA (9) crosses BELOW Slow SMA (21) 3. Entry Filters (4-Layer Confirmation) ✅ LONG Entry = Crossover + Trend Up + RSI Overbought + Bar Confirmed ✅ SHORT Entry = Crossunder + Trend Down + RSI Oversold + Bar Confirmed longCond = sma_slope > 0 AND rsi >= 70 AND buySignal shortCond = sma_slope < 0 AND rsi <= 30 AND sellSignal FilterLongShortPurposeTrend Slopesma_slope > 0sma_slope < 0Market directionRSI FilterRSI >= 70RSI <= 30Momentum extremeCrossoverFast > SlowFast < SlowEntry triggerBar Statebarstate.isconfirmedbarstate.isconfirmedNo repaint ⚡ Risk Management Stop Loss (Dynamic ATR-based) Long SL = Lowest Low (7) - 1×ATR(14) Short SL = Highest High (7) + 1×ATR(14) Take Profit (1:1 Risk-Reward) Long TP = Entry + (Entry - SL distance) Short TP = Entry - (SL distance - Entry) ⏰ Trading Hours 📅 Active: 00:00 - 14:59 (3:00 PM cutoff) 🛑 Auto-close: All positions closed at 15:00 🎨 Visual Elements 📍 BUY Labels: 🟢 Green (below bar) 📍 SELL Labels: 🔴 Red (above bar) 📈 Fast SMA: 🔵 Blue line (9-period) 📉 Slow SMA: 🔴 Red line (21-period) 📊 Trend SMA: ⚫ Black line (50-period, 1H) ⚙️ Input Parameters ParameterDefaultPurposeEnd of Day1500 (3 PM)Auto-close timeLot Size1Position size 🚀 How It Works (Step-by-Step) 1. Monitor Fast(9) vs Slow(21) SMA crossover 2. Check 1H Trend SMA slope (up/down bias) 3. Validate RSI extreme (70+/30-) 4. Wait for bar confirmation 5. Enter with ATR-based SL & 1:1 TP 6. Auto-exit at 3 PM or SL/TP hit 💡 Strategy Strengths * ✅ Multi-timeframe trend filter * ✅ RSI momentum confirmation * ✅ Dynamic ATR stop losses * ✅ No repaint signals * ✅ End-of-day risk control * ✅ 1:1 Risk-Reward consistency Perfect for 1-minute scalping on volatile instruments! 🔥 © Hitesh Nimje | Thought Magic Trading Contact: 8087192915 TRADING DISCLAIMER RISK WARNING Trading involves substantial risk of loss and is not suitable for all investors. Past performance is not indicative of future results. You should carefully consider whether trading is suitable for you in light of your circumstances, knowledge, and financial resources. NO FINANCIAL ADVICE This indicator is provided for educational and informational purposes only. It does not constitute: * Financial advice or investment recommendations * Buy/sell signals or trading signals * Professional investment advice * Legal, tax, or accounting guidance LIMITATIONS AND DISCLAIMERS Technical Analysis Limitations * Pivot points are mathematical calculations based on historical price data * No guarantee of accuracy of price levels or calculations * Markets can and do behave irrationally for extended periods * Past performance does not guarantee future results * Technical analysis should be used in conjunction with fundamental analysis Data and Calculation Disclaimers * Calculations are based on available price data at the time of calculation * Data quality and availability may affect accuracy * Pivot levels may differ when calculated on different timeframes * Gaps and irregular market conditions may cause level failures * Extended hours trading may affect intraday pivot calculations Market Risks * Extreme market volatility can invalidate all technical levels * News events, economic announcements, and market manipulation can cause gaps * Liquidity issues may prevent execution at calculated levels * Currency fluctuations, inflation, and interest rate changes affect all levels * Black swan events and market crashes cannot be predicted by technical analysis USER RESPONSIBILITIES Due Diligence * You are solely responsible for your trading decisions * Conduct your own research before using this indicator * Verify calculations with multiple sources before trading * Consider multiple timeframes and confirm levels with other technical tools * Never rely solely on one indicator for trading decisions Risk Management * Always use proper risk management and position sizing * Set appropriate stop-losses for all positions * Never risk more than you can afford to lose * Consider the inherent risks of leverage and margin trading * Diversify your portfolio and trading strategies Professional Consultation * Consult with qualified financial advisors before trading * Consider your tax obligations and legal requirements * Understand the regulations in your jurisdiction * Seek professional advice for complex trading strategies LIMITATION OF LIABILITY Indemnification The creator and distributor of this indicator shall not be liable for: * Any trading losses, whether direct or indirect * Inaccurate or delayed price data * System failures or technical malfunctions * Loss of data or profits * Interruption of service or connectivity issues No Warranty This indicator is provided "as is" without warranties of any kind: * No guarantee of accuracy or completeness * No warranty of uninterrupted or error-free operation * No warranty of merchantability or fitness for a particular purpose * The software may contain bugs or errors Maximum Liability In no event shall the liability exceed the purchase price (if any) paid for this indicator. This limitation applies regardless of the theory of liability, whether contract, tort, negligence, or otherwise. REGULATORY COMPLIANCE Jurisdiction-Specific Risks * Regulations vary by country and region * Some jurisdictions prohibit or restrict certain trading strategies * Tax implications differ based on your location and trading frequency * Commodity futures and options trading may have additional requirements * Currency trading may be regulated differently than stock trading Professional Trading * If you are a professional trader, ensure compliance with all applicable regulations * Adhere to fiduciary duties and best execution requirements * Maintain required records and reporting * Follow market abuse regulations and insider trading laws TECHNICAL SPECIFICATIONS Data Sources * Calculations based on TradingView data feeds * Data accuracy depends on broker and exchange reporting * Historical data may be subject to adjustments and corrections * Real-time data may have delays depending on data providers Software Limitations * Internet connectivity required for proper operation * Software updates may change calculations or functionality * TradingView platform dependencies may affect performance * Third-party integrations may introduce additional risks MONEY MANAGEMENT RECOMMENDATIONS Conservative Approach * Risk only 1-2% of capital per trade * Use position sizing based on volatility * Maintain adequate cash reserves * Avoid over-leveraging accounts Portfolio Management * Diversify across multiple strategies * Don't put all capital into one approach * Regularly review and adjust trading strategies * Maintain detailed trading records FINAL LEGAL NOTICES Acceptance of Terms * By using this indicator, you acknowledge that you have read and understood this disclaimer * You agree to assume all risks associated with trading * You confirm that you are legally permitted to trade in your jurisdiction Updates and Changes * This disclaimer may be updated without notice * Continued use constitutes acceptance of any changes * It is your responsibility to stay informed of updates Governing Law * This disclaimer shall be governed by the laws of the jurisdiction where the indicator was created * Any disputes shall be resolved in the appropriate courts * Severability clause: If any part of this disclaimer is invalid, the remainder remains enforceable REMEMBER: THERE ARE NO GUARANTEES IN TRADING. THE MAJORITY OF RETAIL TRADERS LOSE MONEY. TRADE AT YOUR OWN RISK. Contact Information: * Creator: Hitesh_Nimje * Phone: Contact@8087192915 * Source: Thought Magic Trading © HiteshNimje - All Rights Reserved This disclaimer should be prominently displayed whenever the indicator is shared, sold, or distributed to ensure users are fully aware of the risks and limitations involved in trading.
Chỉ báo Pine Script®
của HiteshNimje_2026
Quicksilver Recovery Overlay [Strict]The Quicksilver Recovery Overlay is a proprietary visual analysis tool designed to identify high-probability reversal points in volatile markets. Originally developed for internal use to stabilize Prop Firm drawdowns, this script translates complex algorithmic logic into simple, actionable visual signals on your chart. ​🚫 The Problem: Most traders lose capital trying to "catch a falling knife." They buy too early during a crash and get liquidated before the reversal happens. ​✅ The Solution: This overlay forces discipline. It will only print a "QS BUY" signal when three specific institutional criteria are met simultaneously. If the setup is not perfect, the chart remains clean, keeping you out of bad trades. ​The Logic (The "Triple Confluence" Engine): ​Deep Exhaustion: The Stochastic RSI must pierce the extreme oversold zone (< 20), indicating seller exhaustion. ​Momentum Crossover: The Fast %K line must cross above the Slow %D line, confirming momentum has shifted. ​Heikin Ashi Filter: The current Heikin Ashi candle must be GREEN (Bullish). This filters out "fake" reversals where price is still wicking down. ​Features: ​Visual Signal Labels: Green "QS BUY" and Red "QS SELL" tags appear directly on the bar. ​Zero Repaint Logic: Signals are confirmed on candle close. ​Status Dashboard: A built-in monitor in the top right corner confirms the algorithm is active. ​Recommended Settings: ​Assets: ETHUSD, BTCUSD, XAUUSD (Gold). ​Timeframes: ​1-Minute: For scalping and drawdown recovery. ​15-Minute: For swing trading and trend reversals. ​How to Get Access: This is a Protected Script. Access is granted exclusively to members of the Quicksilver Algo Systems ecosystem. Get your license key here: whop.com ​Risk Disclosure: Trading involves substantial risk. Past performance is not indicative of future results.
Chỉ báo Pine Script®
của TyFuGotchu
EMA Color Cross + Trend Bars + Background BY İNCEBACAK//@version=5 indicator("EMA Color Cross + Trend Bars + Background", overlay=true) // EMA ayarları shortEMA = input.int(9, "Short EMA") longEMA = input.int(21, "Long EMA") emaShort = ta.ema(close, shortEMA) emaLong = ta.ema(close, longEMA) // Trend yönü trendUp = emaShort > emaLong trendDown = emaShort < emaLong // EMA çizgileri trend yönüne göre renk değiştirsin plot(emaShort, color=trendUp ? color.green : color.red, linewidth=4) plot(emaLong, color=trendUp ? color.green : color.red, linewidth=4) // Barları trend yönüne göre renklendir barcolor(trendUp ? color.green : color.red) // Arka plan trend yönüne göre bgcolor(trendUp ? color.new(color.green, 85) : color.new(color.red, 85)) // Kesişim sinyalleri ve oklar longSignal = ta.crossover(emaShort, emaLong) shortSignal = ta.crossunder(emaShort, emaLong) plotshape(longSignal, title="Long", style=shape.triangleup, location=location.belowbar, color=color.green, size=size.large) plotshape(shortSignal, title="Short", style=shape.triangledown, location=location.abovebar, color=color.red, size=size.large)
Chỉ báo Pine Script®
của ARMAGAN007
Evergito HH/LL 3 Señales + ATR SLHow to trade with the Evergito HH/LL 3 Signals + ATR SL indicator? Brief and direct explanation: General system logic: The indicator looks for actual breakouts of the high/low of the last 20 bars (HH/LL) and combines them with the position relative to the 200 SMA to filter the underlying trend. You have 3 types of signals that you can activate/deactivate separately: Signal When it appears What it means in practice Entry type V1 HH breakout + the close crosses above the 200 SMA (or the opposite in a short position) Very safe entry confirmed. The price has just validated the long/flat trend → safer and with a better ratio The most reliable (the original) V2 HH breakout but the price was already above the 200 SMA (or already below in a short position) Entry in an already established trend. Fewer “surprises”, more continuity Ideal for strong trends V3 Only the breakout of the HH or LL, without looking at the 200 SMA Aggressive entry/scalping on explosive breakouts. More signals, more noise. For times of high volatility. How to enter the market (simple rule): Wait for any of the 3 labels (V1, V2, or V3) to appear, depending on which ones you have activated. Enter at the close of that candle (or at the open of the next one if you are conservative). Automatic Stop Loss → the blue (long) or yellow (short) line that represents the ATR x2. Take Profit → you decide, but the indicator already gives you the visual reference for the risk (ATR x2), so 1:2 or 1:3 is usually very convenient. Practical example: You see a large green label “HH LONG V1” → you go long at the close of that candle. Stop right at the blue line (ATR x2 below the price). Typical target: 2x or 3x the risk (very common to reach it in a trend). Recommended use: Most traders leave only V1 activated → fewer signals but very high quality. Those who trade intraday or crypto usually combine V1 + V2. V3 only for news events or very volatile openings. In summary: Label = immediate entry Blue/yellow line = automatic stop And enjoy the move.
Chỉ báo Pine Script®
của myriamevintinneresusich_tracey
Crypto Anchored VWAP (Swing High/Low)Crypto Anchored VWAP (Swing High/Low) This indicator provides an automatic Anchored VWAP system designed specifically for highly volatile assets such as cryptocurrencies (ETH, BTC, SOL, etc.). Unlike traditional AVWAP tools that require manual date input, this script automatically anchors VWAP to the most recent swing high and swing low, making it ideal for real-time trend tracking and intraday/4H structure analysis. How It Works The script detects local swing lows and swing highs based on user-defined swing length. When a new swing point appears, an Anchored VWAP is initialized from that specific candle. As price evolves, the AVWAP dynamically becomes: A trend boundary A fair-value line A mean-reversion attractor Traders can use these levels to identify: Trend continuation Breakout confirmation Mean reversion pullbacks Overextended expansions Included Features ✔ Auto-Anchored VWAP from swing low ✔ Auto-Anchored VWAP from swing high ✔ Standard deviation bands (1σ) for volatility context ✔ Designed for Crypto 4H / 1H / 15m ✔ Works on any asset & any timeframe How To Use 1. Trend Direction Price above Swing-Low VWAP → Bullish bias Price below Swing-High VWAP → Bearish bias 2. Trade Setups Break → Retest → Hold above AVWAP = Trend continuation long Reject from AVWAP / σ band = Mean-reversion short setup AVWAP zone → High probability liquidity reaction 3. Volatility Bands Price touching +1σ = extension Price returning to 0σ = mean reversion Price breaking −1σ = trend weakening Inputs Swing Length: determines sensitivity of swing high/low detection (Default: 5) Best Use Cases ETH 4H trend following BTC structure shifts Altcoin volatility filtering Identifying institutional "cost basis" zones Confirming breakouts / fakeouts Notes This is not a trading system by itself but a structural tool meant to help traders understand trend and value location. Always combine AVWAP with market structure, volume, and risk management. Disclaimer This script is for educational and informational purposes only. It does not constitute financial advice or a recommendation to buy or sell any asset. Use at your own discretion.
Chỉ báo Pine Script®
của Veigar
Annual Lump Sum: Yearly & CompoundedAnnual Lump Sum Investment Analyzer (Yearly vs. Compounded) Overview This Pine Script indicator simulates a disciplined "Lump Sum" investing strategy. It calculates the performance of buying a fixed dollar amount (e.g., $10,000) on the very first trading day of every year and holding it indefinitely. Unlike standard backtesters that only show a total percentage, this tool breaks down performance by "Vintage" (the year of purchase), allowing you to see which specific years contributed most to your wealth. Key Features Automated Execution: Automatically detects the first trading bar of every new year to simulate a buy. Dual-Yield Analysis: The table provides two distinct ways to view returns: Yearly %: How the market performed specifically during that calendar year (Jan 1 to Dec 31). Compounded %: The total return of that specific year's investment from the moment it was bought until today. Live Updates: For the current year, the "End Price" and "Yields" update in real-time with market movements. Portfolio Summary: Displays your Total Invested Capital vs. Total Current Value at the top of the table. Table Column Breakdown The dashboard in the bottom-right corner displays the following: Year: The vintage year of the investment. Buy Price: The price of the asset on the first trading day of that year. End Price: The price on the last trading day of that year (or the current price if the year is still active). Yearly %: The isolated performance of that specific calendar year. (Green = The market ended the year higher than it started). Compounded %: The "Diamond Hands" return. This shows how much that specific $10,000 tranche is up (or down) right now relative to the current price. How to Use Add the script to your chart. Crucial: Set your chart timeframe to Daily (D). This ensures the script correctly identifies the first trading day of the year. Open the Settings (Inputs) to adjust: Annual Investment Amount: Default is $10,000. Table Size: Adjust text size (Tiny, Small, Normal, Large). Max Rows: Limit how many historical years are shown to keep the chart clean. Use Case This tool is perfect for investors who want to visualize the power of long-term holding. It allows you to see that even if a specific year had a bad "Yearly Yield" (e.g., buying in 2008), the "Compounded Yield" might still be massive today due to time in the market.
Chỉ báo Pine Script®
của oojeson
Hyper Insight MA Strategy [Universal]Hyper Insight MA Strategy ** is a comprehensive trend-following engine designed for traders who require precision and flexibility. Unlike standard indicators that lock you into a single calculation method, this strategy serves as a "Universal Adapter," allowing you to **Mix & Match 13 different Moving Average types** for both the Fast and Slow trend lines independently. Whether you need the smoothness of T3, the responsiveness of HMA, or the classic reliability of SMA, this script enables you to backtest thousands of combinations to find the perfect edge for your specific asset class. --- 🔬 Deep Dive: Calculation Logic of Included MAs This strategy includes 13 distinct calculation methods. Understanding the math behind them will help you choose the right tool for your specific market conditions. #### 1. Standard Averages * **SMA (Simple Moving Average):** The unweighted mean of the previous $n$ data points. * *Logic:* Treats every price point in the period with equal importance. Good for identifying long-term macro trends but reacts slowly to recent volatility. * **WMA (Weighted Moving Average):** A linear weighted average. * *Logic:* Assigns heavier weight to current data linearly (e.g., $1, 2, 3... n$). It reacts faster than SMA but is still relatively smooth. * **SWMA (Symmetrically Weighted Moving Average):** * *Logic:* Uses a fixed-length window (usually 4 bars) with symmetrical weights $ $. It prioritizes the center of the recent data window. #### 2. Exponential & Lag-Reducing Averages * **EMA (Exponential Moving Average):** * *Logic:* Applies an exponential decay weighting factor. Recent prices have significantly more impact on the average than older prices, reducing lag compared to SMA. * **RMA (Running Moving Average):** Also known as Wilder's Smoothing (used in RSI). * *Logic:* It is essentially an EMA but with a slower alpha weight of $1/length$. It provides a very smooth, stable line that filters out noise effectively. * **DEMA (Double Exponential Moving Average):** * *Logic:* Calculated as $2 \times EMA - EMA(EMA)$. By subtracting the "lag" (the smoothed EMA) from the original EMA, DEMA provides a much faster reaction to price changes with less noise than a standard EMA. * **TEMA (Triple Exponential Moving Average):** * *Logic:* Calculated as $3 \times EMA - 3 \times EMA(EMA) + EMA(EMA(EMA))$. This effectively eliminates the lag inherent in single and double EMAs, making it an extremely fast-tracking indicator for scalping. #### 3. Advanced & Adaptive Averages * **HMA (Hull Moving Average):** * *Logic:* A composite formula involving Weighted Moving Averages: ASX:WMA (2 \times Integer(n/2)) - WMA(n)$. The result is then smoothed by a $\sqrt{n}$ WMA. * *Effect:* It eliminates lag almost entirely while managing to improve curve smoothness, solving the traditional trade-off between speed and noise. * **ZLEMA (Zero Lag Exponential Moving Average):** * *Logic:* This calculation attempts to remove lag by modifying the data source before smoothing. It calculates a "lag" value $(length-1)/2$ and applies an EMA to the data: $Source + (Source - Source )$. This creates a projection effect that tracks price tightly. * **T3 (Tillson T3 Moving Average):** * *Logic:* A complex smoothing technique that runs an EMA through a filter multiple times using a "Volume Factor" (set to 0.7 in this script). * *Effect:* It produces a curve that is incredibly smooth and free of "overshoot," making it excellent for filtering out market chop. * **ALMA (Arnaud Legoux Moving Average):** * *Logic:* Uses a Gaussian distribution (bell curve) to assign weights. It allows the user to offset the moving average (moving the peak of the weight) to align it perfectly with the price, balancing smoothness and responsiveness. * **LSMA (Least Squares Moving Average):** * *Logic:* Calculates the endpoint of a Linear Regression line for the lookback period. It essentially guesses where the price "should" be based on the best-fit line of the recent trend. * **VWMA (Volume Weighted Moving Average):** * *Logic:* Weights the closing price by the volume of that bar. * *Effect:* Prices on high volume days pull the MA harder than prices on low volume days. This is excellent for validating true trend strength (i.e., a breakout on high volume will move the VWMA significantly). --- ### 🛠 Features & Settings * **Universal Switching:** Change the `Fast MA` and `Slow MA` types instantly via the settings menu. * **Trend Cloud:** A dynamic background fill (Green/Red) highlights the crossover zone for immediate visual trend identification. * **Strategy Mode:** Built-in Backtesting logic triggers `LONG` entries when Fast MA crosses over Slow MA, and `EXIT` when Fast MA crosses under. ### ⚠️ Disclaimer This script is intended for educational and research purposes. The wide variety of MA combinations can produce vastly different results. Past performance is not indicative of future results. Please use proper risk management.
Chiến lược Pine Script®
của waranyutrkm
Minho Index | SETUP (Safe Filter 90%)//@version=5 indicator("Minho Index | SETUP (Safe Filter 90%)", shorttitle="Minho Index | SETUP+", overlay=false) //-------------------------------------------------------- // ⚙️ INPUTS //-------------------------------------------------------- bullColor = input.color(color.new(color.lime, 0), "Bull Color (Minho Green)") bearColor = input.color(color.new(color.red, 0), "Bear Color (Red)") neutralColor = input.color(color.new(color.white, 0), "Neutral Color (White)") lineWidth = input.int(2, "Line Width") period = input.int(14, "RSI Period") centerLine = input.float(50.0, "Central Line (Fixed at 50)") //-------------------------------------------------------- // 🧠 BASE RSI + INTERNAL SMOOTHING //-------------------------------------------------------- rsiBase = ta.rsi(close, period) rsiSmooth = ta.sma(rsiBase, 3) // light smoothing //-------------------------------------------------------- // 🔍 TREND DETECTION AND NEUTRAL ZONE //-------------------------------------------------------- trendUp = (rsiSmooth > rsiSmooth ) and (rsiSmooth > rsiSmooth ) trendDown = (rsiSmooth < rsiSmooth ) and (rsiSmooth < rsiSmooth ) slopeUp = (rsiSmooth > rsiSmooth ) slopeDown = (rsiSmooth < rsiSmooth ) lineColor = neutralColor if trendUp lineColor := bullColor else if trendDown lineColor := bearColor else if slopeUp or slopeDown lineColor := neutralColor //-------------------------------------------------------- // 📈 MAIN INDEX LINE //-------------------------------------------------------- plot(rsiSmooth, title="Dynamic RSI Line (Safe Filter)", color=lineColor, linewidth=lineWidth) //-------------------------------------------------------- // ⚪ FIXED CENTRAL LINE //-------------------------------------------------------- plot(centerLine, title="Central Line (Highlight)", color=neutralColor, linewidth=1) //-------------------------------------------------------- // 📊 NORMALIZED MOVING AVERAGES (SMA20 and EMA20) //-------------------------------------------------------- SMA20 = ta.sma(close, 20) EMA20 = ta.ema(close, 20) // Normalization 0–100 minPrice = ta.lowest(low, 100) maxPrice = ta.highest(high, 100) rangeCalc = maxPrice - minPrice rangeCalc := rangeCalc == 0 ? 1 : rangeCalc normSMA = ((SMA20 - minPrice) / rangeCalc) * 100 normEMA = ((EMA20 - minPrice) / rangeCalc) * 100 //-------------------------------------------------------- // 🩶 MOVING AVERAGES PLOTS (GHOST-GREY STYLE) //-------------------------------------------------------- ghostColor = color.new(color.rgb(200,200,200), 65) plot(normSMA, title="SMA 20 (Ghost Grey)", color=ghostColor, linewidth=2) plot(normEMA, title="EMA 20 (Ghost Grey)", color=ghostColor, linewidth=2) //-------------------------------------------------------- // 🌈 FILL BETWEEN MOVING AVERAGES //-------------------------------------------------------- bullCond = normSMA < normEMA bearCond = normSMA > normEMA fill( plot(normSMA, display=display.none), plot(normEMA, display=display.none), color = bearCond ? color.new(color.red, 55) : bullCond ? color.new(color.lime, 55) : na ) //-------------------------------------------------------- // ✅ END OF INDICATOR //--------------------------------------------------------
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