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Laguerre-Kalman Adaptive Filter | AlphaNattLaguerre-Kalman Adaptive Filter |AlphaNatt A sophisticated trend-following indicator that combines Laguerre polynomial filtering with Kalman optimal estimation to create an ultra-smooth, low-lag trend line with exceptional noise reduction capabilities. "The perfect trend line adapts to market conditions while filtering out noise - this indicator achieves both through advanced mathematical techniques rarely seen in retail trading." ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🎯 KEY FEATURES Dual-Filter Architecture: Combines two powerful filtering methods for superior performance Adaptive Volatility Adjustment: Automatically adapts to market conditions Minimal Lag: Laguerre polynomials provide faster response than traditional moving averages Optimal Noise Reduction: Kalman filtering removes market noise while preserving trend Clean Visual Design: Color-coded trend visualization (cyan/pink) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 THE MATHEMATICS 1. Laguerre Filter Component The Laguerre filter uses a cascade of four all-pass filters with a single gamma parameter: 4th order IIR (Infinite Impulse Response) filter Single parameter (gamma) controls all filter characteristics Provides smoother output than EMA with similar lag Based on Laguerre polynomials from quantum mechanics 2. Kalman Filter Component Implements a simplified Kalman filter for optimal estimation: Prediction-correction algorithm from aerospace engineering Dynamically adjusts based on estimation error Provides mathematically optimal estimate of true price trend Reduces noise while maintaining responsiveness 3. Adaptive Mechanism Monitors market volatility in real-time Adjusts filter parameters based on current conditions More responsive in trending markets More stable in ranging markets ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚙️ INDICATOR SETTINGS Laguerre Gamma (0.1-0.99): Controls filter smoothness. Higher = smoother but more lag Adaptive Period (5-100): Lookback for volatility calculation Kalman Noise Reduction (0.1-2.0): Higher = more noise filtering Trend Threshold (0.0001-0.01): Minimum change to register trend shift Recommended Settings: Scalping: Gamma: 0.6, Period: 10, Noise: 0.3 Day Trading: Gamma: 0.8, Period: 20, Noise: 0.5 (default) Swing Trading: Gamma: 0.9, Period: 30, Noise: 0.8 Position Trading: Gamma: 0.95, Period: 50, Noise: 1.2 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📈 TRADING SIGNALS Primary Signals: Cyan Line: Bullish trend - price above filter and filter ascending Pink Line: Bearish trend - price below filter or filter descending Color Change: Potential trend reversal point Entry Strategies: Trend Continuation: Enter on pullback to filter line in trending market Trend Reversal: Enter on color change with volume confirmation Breakout: Enter when price crosses filter with momentum Exit Strategies: Exit long when line turns from cyan to pink Exit short when line turns from pink to cyan Use filter as trailing stop in strong trends ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✨ ADVANTAGES OVER TRADITIONAL INDICATORS Vs. Moving Averages: Significantly less lag while maintaining smoothness Adaptive to market conditions Better noise filtering Vs. Standard Filters: Dual-filter approach provides optimal estimation Mathematical foundation from signal processing Self-adjusting parameters Vs. Other Trend Indicators: Cleaner signals with fewer whipsaws Works across all timeframes No repainting or lookahead bias ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🎓 MATHEMATICAL BACKGROUND The Laguerre filter was developed by John Ehlers, applying Laguerre polynomials (used in quantum mechanics) to financial markets. These polynomials provide an elegant solution to the lag-smoothness tradeoff that plagues traditional moving averages. The Kalman filter, developed by Rudolf Kalman in 1960, is used in everything from GPS systems to spacecraft navigation. It provides the mathematically optimal estimate of a system's state given noisy measurements. By combining these two approaches, this indicator achieves what neither can alone: a smooth, responsive trend line that adapts to market conditions while filtering out noise. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 TIPS FOR BEST RESULTS Confirm with Volume: Strong trends should have increasing volume Multiple Timeframes: Use higher timeframe for trend, lower for entry Combine with Momentum: RSI or MACD can confirm filter signals Market Conditions: Adjust noise parameter based on market volatility Backtesting: Always test settings on your specific instrument ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚠️ IMPORTANT NOTES No indicator is perfect - always use proper risk management Best suited for trending markets May produce false signals in choppy/ranging conditions Not financial advice - for educational purposes only ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🚀 CONCLUSION The Laguerre-Kalman Adaptive Filter represents a significant advancement in technical analysis, bringing institutional-grade mathematical techniques to retail traders. Its unique combination of polynomial filtering and optimal estimation provides a clean, reliable trend-following tool that adapts to changing market conditions. Whether you're scalping on the 1-minute chart or position trading on the daily, this indicator provides clear, actionable signals with minimal false positives. "In the world of technical analysis, the edge comes from using better mathematics. This indicator delivers that edge." ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Developed by AlphaNatt | Professional Quantitative Trading Tools Version: 1.0 Last Updated: 2025 Pine Script: v6 License: Open Source Not financial advice. Always DYOR
Pine Script®指标
由AlphaNatt提供
Savitzky-Golay Hampel Filter | AlphaNattSavitzky-Golay Hampel Filter | AlphaNatt A revolutionary indicator combining NASA's satellite data processing algorithms with robust statistical outlier detection to create the most scientifically advanced trend filter available on TradingView. "This is the same mathematics that processes signals from the Hubble Space Telescope and analyzes data from the Large Hadron Collider - now applied to financial markets." ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🚀 SCIENTIFIC PEDIGREE Savitzky-Golay Filter Applications: NASA: Satellite telemetry and space probe data processing CERN: Particle physics data analysis at the LHC Pharmaceutical: Chromatography and spectroscopy analysis Astronomy: Processing signals from radio telescopes Medical: ECG and EEG signal processing Hampel Filter Usage: Aerospace: Cleaning sensor data from aircraft and spacecraft Manufacturing: Quality control in precision engineering Seismology: Earthquake detection and analysis Robotics: Sensor fusion and noise reduction ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🧬 THE MATHEMATICS 1. Savitzky-Golay Filter The SG filter performs local polynomial regression on data points: Fits a polynomial of degree n to a sliding window of data Evaluates the polynomial at the center point Preserves higher moments (peaks, valleys) unlike moving averages Maintains derivative information for true momentum analysis Originally published in Analytical Chemistry (1964) Mathematical Properties: Optimal smoothing in the least-squares sense Preserves statistical moments up to polynomial order Exact derivative calculation without additional lag Superior frequency response vs traditional filters 2. Hampel Filter A robust outlier detector based on Median Absolute Deviation (MAD): Identifies outliers using robust statistics Replaces spurious values with polynomial-fitted estimates Resistant to up to 50% contaminated data MAD is 1.4826 times more robust than standard deviation Outlier Detection Formula: |x - median| > k × 1.4826 × MAD Where k is the threshold parameter (typically 3 for 99.7% confidence) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💎 WHY THIS IS SUPERIOR vs Moving Averages: Preserves peaks and valleys (critical for catching tops/bottoms) No lag penalty for smoothness Maintains derivative information Polynomial fitting > simple averaging vs Other Filters: Outlier immunity (Hampel component) Scientifically optimal smoothing Preserves higher-order features Used in billion-dollar research projects Unique Advantages: Feature Preservation: Maintains market structure while smoothing Spike Immunity: Ignores false breakouts and stop hunts Derivative Accuracy: True momentum without additional indicators Scientific Validation: 60+ years of academic research ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚙️ PARAMETER OPTIMIZATION 1. Polynomial Order (2-5) 2 (Quadratic): Maximum smoothing, gentle curves 3 (Cubic): Balanced smoothing and responsiveness (recommended) 4-5 (Higher): More responsive, preserves more features 2. Window Size (7-51) Must be odd number Larger = smoother but more lag Formula: 2×(desired smoothing period) + 1 Default 21 = analyzes 10 bars each side 3. Hampel Threshold (1.0-5.0) 1.0: Aggressive outlier removal (68% confidence) 2.0: Moderate outlier removal (95% confidence) 3.0: Conservative outlier removal (99.7% confidence) (default) 4.0+: Only extreme outliers removed 4. Final Smoothing (1-7) Additional WMA smoothing after filtering 1 = No additional smoothing 3-5 = Recommended for most timeframes 7 = Ultra-smooth for position trading ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 TRADING STRATEGIES Signal Recognition: Cyan Line: Bullish trend with positive derivative Pink Line: Bearish trend with negative derivative Color Change: Trend reversal with polynomial confirmation 1. Trend Following Strategy Enter when price crosses above cyan filter Exit when filter turns pink Use filter as dynamic stop loss Best in trending markets 2. Mean Reversion Strategy Enter long when price touches filter from below in uptrend Enter short when price touches filter from above in downtrend Exit at opposite band or filter color change Excellent for range-bound markets 3. Derivative Strategy (Advanced) The SG filter preserves derivative information Acceleration = second derivative > 0 Enter on positive first derivative + positive acceleration Exit on negative second derivative (momentum slowing) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📈 PERFORMANCE CHARACTERISTICS Strengths: Outlier Immunity: Ignores stop hunts and flash crashes Feature Preservation: Catches tops/bottoms better than MAs Smooth Output: Reduces whipsaws significantly Scientific Basis: Not curve-fitted or optimized to markets Considerations: Slight lag in extreme volatility (all filters have this) Requires odd window sizes (mathematical requirement) More complex than simple moving averages Best with liquid instruments ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔬 SCIENTIFIC BACKGROUND Savitzky-Golay Publication: "Smoothing and Differentiation of Data by Simplified Least Squares Procedures" - Abraham Savitzky & Marcel Golay - Analytical Chemistry, Vol. 36, No. 8, 1964 Hampel Filter Origin: "Robust Statistics: The Approach Based on Influence Functions" - Frank Hampel et al., 1986 - Princeton University Press These techniques have been validated in thousands of scientific papers and are standard tools in: NASA's Jet Propulsion Laboratory European Space Agency CERN (Large Hadron Collider) MIT Lincoln Laboratory Max Planck Institutes ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 💡 ADVANCED TIPS News Trading: Lower Hampel threshold before major events to catch spikes Scalping: Use Order=2 for maximum smoothness, Window=11 for responsiveness Position Trading: Increase Window to 31+ for long-term trends Combine with Volume: Strong trends need volume confirmation Multiple Timeframes: Use daily for trend, hourly for entry Watch the Derivative: Filter color changes when first derivative changes sign ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚠️ IMPORTANT NOTICES Not financial advice - educational purposes only Past performance does not guarantee future results Always use proper risk management Test settings on your specific instrument and timeframe No indicator is perfect - part of complete trading system ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🏆 CONCLUSION The Savitzky-Golay Hampel Filter represents the pinnacle of scientific signal processing applied to financial markets. By combining polynomial regression with robust outlier detection, traders gain access to the same mathematical tools that: Guide spacecraft to other planets Detect gravitational waves from black holes Analyze particle collisions at near light-speed Process signals from deep space This isn't just another indicator - it's rocket science for trading . "When NASA needs to separate signal from noise in billion-dollar missions, they use these exact algorithms. Now you can too." ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Developed by AlphaNatt Version: 1.0 Release: 2025 Pine Script: v6 "Where Space Technology Meets Market Analysis" Not financial advice. Always DYOR
Pine Script®指标
由AlphaNatt提供
1
Momentum Index [BigBeluga]The Momentum Index is an innovative indicator designed to measure the momentum of price action by analyzing the distribution of positive and negative momentum values over a defined period. By incorporating delta-based calculations and smoothing techniques, it provides traders with a clear and actionable representation of market momentum dynamics. 🔵 Key Features: Delta-Based Momentum Analysis: Calculates the momentum of price by comparing its current state to its value from a defined number of bars back. Inside a loop, it evaluates whether momentum values are above or below zero, producing a delta value that reflects the net momentum direction and intensity. Double EMA Smoothing: Smooths the raw delta-based momentum values with a double EMA filter, reducing noise and providing a clearer trend signal. tmi(len) => sum = 0.0 sum1 = 0.0 above = 0.0 below = 0.0 src_ = src - src for i = 0 to len sum := sum + (src_ > nz(src_ ) ? 1 : -1) sum1 := sum1 + (sum > 0 ? 1 : -1) sum1 := emaEma(sum1, 10) for i = 1 to len above := above + (sum1 > 0 ? 1 : 0) below := below + (sum1 > 0 ? 0 : 1) Directional Momentum Signals: Generates momentum shift signals and displays them on both the oscillator and the main chart: - △ Aqua Triangles: Represent upward momentum shifts. - ▽ Red Triangles: Represent downward momentum shifts. Dynamic Gradient Display: Highlights momentum zones with gradient fills: - Aqua shades for positive momentum (above zero). - Red shades for negative momentum (below zero). Dashboard Display: A dashboard summarizing the count of momentum values above and below zero for the defined period (Sentiment Length e.g. 100), helping traders assess market sentiment at a glance. 🔵 How It Works: The indicator takes price momentum as its source and evaluates the number of momentum values above and below zero within a defined period. The delta calculation aggregates this information, providing a net representation of the prevailing market momentum. A double EMA filter is applied to the delta values, smoothing the momentum line and enhancing signal clarity. Momentum shifts are highlighted with visual signals on the oscillator and price chart, while the gradient display provides a visual representation of intensity. 🔵 Use Cases: Momentum Tracking: Identify whether market momentum is predominantly bullish or bearish. Signal Confirmation: Use chart-based signals to confirm potential trend reversals or continuation. Analyze Market Strength: Leverage the dashboard to quickly assess the distribution of momentum over the chosen period. Overbought/Oversold Conditions: Utilize gradient zones to detect areas of momentum extremes and possible price exhaustion. Momentum Index offers a refined approach to analyzing momentum dynamics, combining delta-based calculations with smoothing techniques and intuitive visuals, making it an essential tool for traders looking to anticipate market movements effectively.
Pine Script®指标
由BigBeluga提供
4
Cyclic Reversal Engine [AlgoPoint]Overview Most indicators focus on price and momentum, but they often ignore a critical third dimension: time. Markets move in rhythmic cycles of expansion and contraction, but these cycles are not fixed; they speed up in trending markets and slow down in choppy conditions. The Cyclic Reversal Engine is an advanced analytical tool designed to decode this rhythm. Instead of relying on static, lagging formulas, this indicator learns from past market behavior to anticipate when the current trend is statistically likely to reach its exhaustion point, providing high-probability reversal signals. It achieves this by combining a sophisticated time analysis with a robust price-action confirmation. How It Works: The Core Logic The indicator operates on a multi-stage process to identify potential turning points in the market. 1. Market Regime Analysis (The Brain): Before analyzing any cycles, the indicator first diagnoses the current "personality" of the market. Using a combination of the ADX, Choppiness Index, and RSI, it classifies the market into one of three primary regimes: - Trending: Strong, directional movement. - Ranging: Sideways, non-directional chop. - Reversal: An over-extended state (overbought/oversold) where a turn is imminent. 2. Adaptive Cycle Learning (The "Machine Learning" Aspect): This is the indicator's smartest feature. It constantly analyzes past cycles by measuring the bar-count between significant swing highs and swing lows. Crucially, it learns the average cycle duration for each specific market regime. For example, it learns that "in a strong trending market, a new swing low tends to occur every 35 bars," while "in a ranging market, this extends to 60 bars." 3. The Countdown & Timing Signal: The indicator identifies the last major swing high or low and starts a bar-by-bar countdown. Based on the current market regime, it selects the appropriate learned cycle length from its memory. When the bar count approaches this adaptive target, the indicator determines that a reversal is "due" from a timing perspective. 4. Price Confirmation (The Trigger): A signal is never generated based on timing alone. Once the timing condition is met (the cycle is "due"), the indicator waits for a final price-action confirmation. The default confirmation is the RSI entering an extreme overbought or oversold zone, signaling momentum exhaustion. The signal is only triggered when Time + Price Confirmation align. How to Use This Indicator - The Dashboard: The panel in the bottom-right corner is your command center. - Market Regime: Shows the current market personality analyzed by the engine. - Adaptive Cycle / Bar Count: This is the core of the indicator. It shows the target cycle length for the current regime (e.g., 50) and the current bar count since the last swing point (e.g., 45). The background turns orange when the bar count enters the "due zone," indicating that you should be on high alert for a reversal. - BUY/SELL Signals: A label appears on the chart only when the two primary conditions are met: The timing is right (Bar Count has reached the Adaptive Cycle target). The price confirms exhaustion (RSI is in an extreme zone). A BUY signal suggests a downtrend cycle is likely complete, and a SELL signal suggests an uptrend cycle is likely complete. Key Settings - Pivot Lookback: Controls the sensitivity of the swing point detection. Higher values will identify more significant, longer-term cycles. - Market Regime Engine: The ADX, Choppiness, and RSI settings can be fine-tuned to adjust how the indicator classifies the market's personality. - Require Price Confirmation: You can toggle the RSI confirmation on or off. It is highly recommended to keep it enabled for higher-quality signals.
Pine Script®指标
由Iamalala提供
1
EMA Cross Suite (8/20/50/200) GOLDEN/DEATH by Carlos Chavez📜 Short Description (max 160 characters) “Advanced EMA crossover system with FAST, MID, GOLDEN, and DEATH signals. Includes alerts, optimized visuals, and full customization.” 📄 Full Description (Paste in the box) 📌 Overview The Embilletados • EMA Cross Suite is a professional trading indicator designed for intraday traders, scalpers, and swing traders. It provides clear crossover signals using 4 EMAs combined with optimized visualization and built-in alerts to help you catch opportunities faster. ✨ Key Features: 🔹 4 configurable EMAs → 8, 20, 50, and 200. 🔹 Instant visual signals with colored labels: FAST CROSS (8/20) → Quick momentum shifts. MID CROSS (20/50) → Trend confirmation signals. GOLDEN CROSS (50/200) → Strong bullish trend signals. DEATH CROSS (50/200) → Strong bearish trend signals. 🔹 Built-in alerts → Get notified instantly for all crossover events. 🔹 Optimized visualization → Clean and easy-to-read interface. 🔹 Highly customizable → Enable/disable signals, labels, colors, and alerts according to your strategy. 📊 Recommended Timeframes: 10-minute charts → Best for intraday setups. 1-hour charts → Ideal for swing trading and trend confirmation. 🚀 How to Use: Add the indicator to your chart. Set up alerts for the desired crossovers: FAST, MID, GOLDEN, or DEATH. Trade confidently using clear visual confirmations and real-time notifications. 🌟 Perfect for: ✅ Intraday traders ✅ Scalpers ✅ Swing traders ✅ Trend-following strategies
Pine Script®指标
由Carlostradercr提供
5
INTRADAY BEST SETUP Best Intraday Usage Guide This indicator combines RSI (with MBL line), MACD, Divergence Detection, and Sentiment Histogram to give high-accuracy intraday signals. 🔑 Timeframes Recommended: 30 Minutes → Swing Intraday Confirmation 15 Minutes → Medium-term Intraday Signals 3 Minutes → Fast Scalping & Early Entries 🚦 Trading Rules ✅ Buy Signal Conditions: MACD Line crosses above Signal Line (Bullish crossover). MBL Line (yellow line) is acting as support and price is trending above it. MACD Zero Line Cross: If MACD goes above the 0 line, momentum is strongly bullish. ❌ Sell Signal Conditions: MACD Line crosses below Signal Line (Bearish crossover). MBL Line acts as resistance and price is staying below it. MACD Zero Line Cross: If MACD goes below the 0 line, momentum is strongly bearish. 🎯 Extra Confirmation RSI Zones: Above 60 = Bullish zone. Below 40 = Bearish zone. Divergence Signals: Bullish divergence = Possible trend reversal upwards. Bearish divergence = Possible trend reversal downwards. 👉 In short: Use this indicator on 30m, 15m, 3m charts for intraday. Look for MACD crossover + Zero line cross, but always confirm with MBL direction and RSI zones. Divergence helps you catch early reversals.
Pine Script®指标
由bosstvs100提供
1
Volume + RSI & MA Differential"Volume + RSI & MA Differential," integrates volume, RSI, and moving average differentials to generate trading signals. The script calculates a 14-period RSI to identify overbought or oversold conditions, with customizable thresholds for buy and sell signals. It also computes a 20-period SMA of the volume to smooth out trading activity data, helping to identify trends in market participation. The script incorporates a fast (50-period) and a slow (200-period) SMA to analyze short-term and long-term trends, respectively. The differential between these moving averages, adjusted by the volume SMA, is used to identify potential trend changes or confirmations. Bars are colored yellow when the RSI is below the buy threshold and volume is high, indicating a potential buy signal. Conversely, bars turn red when the RSI is above the sell threshold and the fast MA is below the current close price, suggesting a potential sell signal. Neutral conditions result in grey bars. Additionally, the script uses color-coding to plot the volume SMA and a line that changes color based on the moving average differential. A black line indicates a broadening MA cloud and a bullish trend, while a grey line suggests a narrowing MA cloud and a potential selloff. A yellow line signals the beginning of a buyback. This visual representation helps traders quickly identify potential trading opportunities and trend changes, making the script a valuable tool for technical analysis.
Pine Script®指标
由ozzy_livin提供
TRADE ORBIT:Dual MACD + HEMA TrendThis indicator combines dual MACD histograms with a Harmonic EMA (HEMA) trend overlay to provide comprehensive trend analysis, buy/sell signals, and dynamic support/resistance zones. Features: Dual MACD System: Background Coloring: Uses MACD(100,200,50) histogram to color the chart background: Green = bullish momentum Red = bearish momentum Buy/Sell Signals: Uses MACD(34,144,9) histogram crossovers for trade signals: BUY Signal: Histogram crosses above zero and background is green SELL Signal: Histogram crosses below zero and background is red Signals are plotted as labels on the chart. HEMA Trend Overlay: Uses short and long HEMA lines (default 20 & 40) to detect trend direction. Colors bars dynamically based on trend: Green = bullish Red = bearish Gray = neutral or indecisive Provides gradient fill between HEMA lines to visually highlight trend strength. Trend Boxes & Markers: Bullish/bearish boxes highlight areas of potential support/resistance based on HEMA crossovers. Markers (▲ / ▼) appear when the price interacts with trend boxes for easy visual confirmation. Alerts: HEMA crossovers (bullish/bearish) Price tests of bullish/bearish boxes Optionally, can add alerts for MACD BUY/SELL signals. Visualization: MACD histograms plotted as columns for reference Dynamic bar colors reflecting HEMA trend Combined view gives a multi-layered trend analysis on a single chart. Use Case: Ideal for traders who want to filter trades by overall trend (background MACD), time precise entries/exits (MACD signals), and confirm trend strength (HEMA overlay) in a single indicator.
Pine Script®指标
由TRADEORBIT01提供
Pivot and Wick Boxes with Break Signals v2█ OVERVIEW The "Pivot and Wick Boxes with Break Signals v2" is an advanced Pine Script® technical analysis tool that identifies pivot points (highs and lows) on the chart and draws customizable boxes based on the wicks of pivot candles. It is ideal for traders using price action strategies, helping to identify key support and resistance levels and potential breakout trading opportunities. With flexible settings, a volume filter, and label grouping, the indicator ensures clarity and precision on the chart. █ CONCEPTS The indicator modifies how zones are drawn, displaying boxes on the latest candle rather than extending from the zones based on pivot candle wicks. This approach prevents visual clutter on the chart, allowing simultaneous use of other indicators without sacrificing clarity. Why are wicks important?Wicks of pivot candles indicate significant market reactions in key areas. Depending on the context, they may signal rejection, testing, or absorption of support or resistance levels. Long wicks often appear where large players are active, and the marked zones are frequently retested. The indicator enables quick identification and observation of their impact on future price movements. █ FEATURES Pivot Detection: Identifies pivot points (highs and lows) based on a user-defined lookback period (Pivot Length), with options to display boxes for high and low pivot candle wicks separately. Customizable Boxes: Draws boxes based on pivot candle wicks with adjustable border colors, background gradients, border styles (solid, dashed, dotted), and border widths. Breakout Signals: Generates buy (green upward triangle) and sell (red downward triangle) signals when the price breaks through a pivot and the candle closes on the opposite side, indicating potential trend continuation. If the price approaches a pivot zone but fails to break it, this may suggest a potential trend reversal or the end of a correction. Volume Filter: Optional volume-based signal filter that requires breakouts to have a volume exceeding a user-defined multiplier of the average volume over a specified period. Note: the volume filter will not work on markets where volume data is unavailable. Label Grouping: Automatically groups overlapping pivot labels to avoid chart clutter, displaying only key price levels. █ HOW TO USE Add to Chart: Apply the indicator to your TradingView chart via the Pine Editor or Indicators menu. Configure Settings: Pivot Settings: Adjust Pivot Length to change the sensitivity of pivot detection—the value represents the number of candles, which equals the delay in displaying the pivot. Larger values generate fewer pivots, but they are generally more significant. Set Max High Pivot Boxes and Max Low Pivot Boxes to control the number of displayed boxes. Signal Settings: Enable Use Volume Filter for Signals to require higher volume for breakouts, and adjust Average Volume Multiplier and Average Volume Period. A volume multiplier of 1 means the filter allows pivots with a volume equal to or greater than the average volume over the specified period. Box Styling: Configure border colors, background gradients, line thickness, and border styles for high and low pivot boxes. Interpreting Signals: Buy Signal: A green triangle below the bar indicates a breakout above a high pivot box, suggesting potential continuation of an uptrend. Sell Signal: A red triangle above the bar indicates a breakout below a low pivot box, suggesting potential continuation of a downtrend. Non-Breakout Zones: If the price approaches a pivot zone but fails to break it, it may indicate a potential trend reversal or the end of a correction (e.g., price rejection at a resistance level in a downtrend or a support level in an uptrend). Overlapping Zones: If pivot zones overlap, it indicates the level has been tested multiple times, suggesting its significance in the market. Use signals in conjunction with other technical analysis tools for confirmation. Monitoring Levels: Use labeled pivot levels as potential support and resistance zones for trade planning. █ APPLICATIONS Price Action Trading: Use pivot levels as support and resistance zones. For example, in an uptrend, you can look for buying opportunities near low pivot zones (support), where price often bounces after testing the wick of a pivot candle. Combining with other indicators, such as Fibonacci levels, enhances the significance of pivot zones—if they align with Fibonacci levels and are accompanied by high volume, the zone is considered stronger. Breakout Strategies: Trade based on breakout signals from key pivot zones. A buy signal after a breakout from a high pivot with confirmed volume may indicate continued upward movement. Using the indicator with other tools, such as moving averages or RSI, can help confirm the strength of the breakout. Practical Approach: The more frequently a zone is tested in a short period, the higher the risk of a breakout, as supply or demand may be exhausted. The longer a zone holds without breaking, the more significant it becomes for the market, both psychologically and technically. As the saying goes: “A zone is strong until it breaks—when it does, a strong move often follows.” How to observe? Strong bounces from a zone indicate that demand or supply remains active. Weaker bounces or price lingering near the level may suggest the market is preparing for a breakout. █ NOTES Test the indicator across different timeframes and markets (stocks, forex, crypto) to optimize settings for your trading style. The volume filter will not work on markets where volume data is unavailable. In such cases, disable the volume filter in the settings. For best results, use on high-liquidity markets when the volume filter is enabled.
Pine Script®指标
由Uncle_the_shooter提供
4
Calculator - AOC📊 Calculator - AOC Indicator 🚀 The Calculator - AOC indicator is a powerful and user-friendly tool designed for TradingView to help traders plan and visualize trades with precision. It calculates key trade metrics, displays entry, take-profit (TP), stop-loss (SL), and liquidation levels, and provides a clear overview of risk management and potential profits. Perfect for both novice and experienced traders! 💡 ✨ Features 📈 Trade Planning: Input your Entry Price, Take Profit (TP), Stop Loss (SL), and Trade Direction (Long/Short) to visualize your trade setup on the chart. 💰 Risk Management: Set your Initial Capital and Risk per Trade (%) to calculate the optimal Position Size and Risk Amount for each trade. ⚖️ Leverage Support: Define your Leverage to compute the Required Margin and Liquidation Price, ensuring you stay aware of potential risks. 📊 Risk/Reward Ratio: Automatically calculates the Risk-to-Reward Ratio to evaluate trade profitability. 🎨 Visuals: Displays Entry, TP, SL, and Liquidation levels as lines and boxes on the chart, with customizable Line Width, Line Style, and Label Size. ✅ Trade Validation: Checks if your trade setup is valid (e.g., correct TP/SL placement) and highlights issues like potential liquidation risks with color-coded statuses (Correct ✅, Incorrect ❌, or Liquidation ⚠️). 📋 Summary Table: A clean, top-right table summarizes key metrics: Capital, Risk %, Risk Amount, Position Size, Potential Profit, Risk/Reward, Margin, Liquidation Price, Trade Status, and % to TP/SL. 🖌️ Customization: Adjust Line Extension (Bars) for how far lines extend, and choose from Solid, Dashed, or Dotted line styles for a personalized chart experience. 🛠️ How to Use Add to Chart: Apply the indicator to your TradingView chart. Configure Inputs: Accountability: Set your Initial Capital and Risk per Trade (%). Target: Enter Entry Price, TP, and SL prices. Leverage: Specify your leverage (e.g., 10x). Direction: Choose Long or Short. Display Settings: Customize Line Width, Line Style, Label Size, and Line Extension. Analyze: The indicator plots Entry, TP, SL, and Liquidation levels on the chart and displays a table with all trade metrics. Validate: Check the Trade Status in the table to ensure your setup is valid or if adjustments are needed. 🎯 Why Use It? Plan Smarter: Visualize your trade setup and understand your risk/reward profile instantly. Stay Disciplined: Precise position sizing and risk calculations help you stick to your trading plan. Avoid Mistakes: Clear validation warnings prevent costly errors like incorrect TP/SL placement or liquidation risks. User-Friendly: Intuitive visuals and a summary table make trade analysis quick and easy. 📝 Notes Ensure Entry, TP, and SL prices align with your trade direction to avoid "Incorrect" or "Liquidation" statuses. The indicator updates dynamically on the latest bar, ensuring real-time visuals. Best used with proper risk management to maximize trading success! 💪 Happy trading! 🚀📈
Pine Script®指标
由AlchimistOfCrypto提供
ICT FVG Buy/Sell SignalsThis bot is built on ICT (Inner Circle Trader) concepts such as: Fair Value Gaps (FVGs) – imbalance zones between candles. Consequent Encroachment (CE) – the midpoint of a gap. Premium / Discount Arrays – dealing ranges split into premium (sell-side) and discount (buy-side) zones. Displacement candles – strong impulsive moves that confirm intent. The bot scans for FVGs, marks CE levels, and waits for price to return to these levels. When price revisits a valid FVG zone with displacement confirmation and in the correct PD array, the bot generates a BUY or SELL signal. ✅ Signal Rules Buy Signal Price trades back into a Bullish FVG. Current bar shows bullish displacement (large bullish body relative to ATR). Price is in discount territory of the current dealing range (if PD filter is enabled). Close is above the CE line of the FVG. Sell Signal Price trades back into a Bearish FVG. Current bar shows bearish displacement. Price is in premium territory of the current dealing range. Close is below the CE line of the FVG. 🎯 What You’ll See on the Chart Green “BUY” labels below candles when long signals trigger. Red “SELL” labels above candles when short signals trigger. Shaded background: Red = Premium zone (sell side). Teal = Discount zone (buy side). Yellow line = dealing range midpoint (equilibrium). Dots on CE lines = midpoints of the latest bullish/bearish FVG. 🔔 Alerts ICT Buy → Triggers when a bullish setup confirms. ICT Sell → Triggers when a bearish setup confirms. You can connect these alerts to: TradingView notifications. Webhooks (for brokers or bots like MetaTrader, NinjaTrader, or Discord). ⚙️ Settings Swing length – how many bars to use when detecting swing highs/lows for the dealing range. Use PD filter – toggle ON/OFF for requiring discount/premium alignment. Displacement ATR multiple – how strong the candle body must be compared to ATR to count as a displacement. ATR length – used for displacement filter. 📈 Supported Markets Works on all symbols and timeframes. Commonly applied to: NASDAQ (NQ, QQQ) S&P500 (ES, SPX, SPY) Forex pairs Crypto (BTC, ETH, etc.) ⚠️ Disclaimer This bot is for educational purposes only. It does not guarantee profits and should be tested on demo accounts first. Always apply proper risk management before trading live.
Pine Script®指标
由svmstellarvisionmedia提供
TEWMA - [JTCAPITAL]Triple Exponential Weighted Moving Average is a modified way to use Weighted Triple Moving Averages for Trend-Following The indicator works by calculating in the following steps: 1. The length gets multiplied by the multi to get the second length. 2. The Triple Exponential Moving Average gets calculated using the Weighted Moving Average as input. 3. This calculation is done over the first and the second length. 4. The average from both calculations is taken and used for buy and sell conditions. --Buy and sell conditions-- -The buy and sell conditions are defined by the average of both indicators having a higher value than the previous bar. -Average higher than the previous average = Long -Average lower than the previous average = Short --Features and Parameters-- -Allows the usage of different sources -Allows the changing of the calculation length -Allows the changing of the multiplier to determine the second length -Allows the use of alerts for signal changes --Details-- This script uses the result of the calculation of the Weighted Moving Averages as inputs for the Triple Moving averages. The usage of 2 separate calculations and using the average of them for trend determination is to allow for faster entries and exits while limiting potential false signals. Enjoy!
Pine Script®指标
由JTCapitalNL提供
BTC 1D — Trend START/END Signals (clean, no repaint) This strategy is designed primarily for BTC on the daily (1D) timeframe in TradingView. BUY (start of uptrend) Fast EMA is above Slow EMA. Price breaks above the previous Donchian high. Optional filters (if enabled): volume surge and strong momentum/RSI. Only one BUY per uptrend—no additional buys until a SELL occurs. SELL (end of uptrend) Price falls below the previous Donchian low, or Price drops below the Slow EMA, or Momentum flips bearish (DI− > DI+ or RSI ≤ threshold). One SELL marks the end of the uptrend.
Pine Script®指标
由Frodo1978提供
Sniper Swing — Short TF (Clean Signals) [v6]📘 How to Use the Sniper Swing Indicator 1. What It Does It looks for short-term swing breaks in price. It uses an oscillator (RSI/Stoch) and swing pivots to confirm moves. It gives you 3 clear signals only: BUY → Enter long (expecting price to go up). Gay bear → Enter short (expecting price to go down). EXIT → Close your trade (long or short). Candles also change color: Green = in a BUY trade. Red = in a Gay bear trade. Neutral (gray/none) = no trade. 2. When to Use Works best on short timeframes (1m–5m) for scalping/intraday. Use on liquid markets (MES/ES, NQ, SPY, BTC, ETH). Avoid dead hours with no volume (like overnight futures lull or midday chop). 3. How to Trade With It A. BUY trade Wait for a BUY triangle below the candle. Confirm: Candle turned green. Price broke a recent swing high. Oscillator shows strength (indicator does this for you). Enter long at the close of that candle. Place your stop-loss: At the yellow stop line (auto trailing stop), or Just below the last swing low. Stay in while candles are green. Exit when: An orange X appears, or Price hits your stop. B. Gay bear (short) trade Wait for a Gay bear triangle above the candle. Confirm: Candle turned red. Price broke a recent swing low. Oscillator shows weakness. Enter short at the close of that candle. Place stop-loss: At the yellow stop line, or Just above the last swing high. Stay in while candles are red. Exit on an orange X or stop hit. 4. Pro Tips for New Traders Only take one signal at a time → don’t double dip. Quality > Quantity: ignore weak, sideways markets. Best signals happen during trends. Start small: trade micros (MES) or small position sizes. Use alerts: set TradingView alerts for BUY/Gay bear/EXIT so you don’t miss setups. Think of the indicator like a navigator: it tells you the likely path, but you’re the driver → always manage risk. 5. Quick Mental Checklist Signal? (BUY or Gay bear triangle) Confirmed? (candle color + swing break) Enter? (on close) Stop? (yellow line or swing) Exit? (orange X or stop)
Pine Script®指标
由Jmathe20提供
Argentum Flag [AGP]Ver.2.1Technical Description of the "Argentum Flag " Indicator The "Argentum Flag " is a multifaceted trading indicator designed to provide a comprehensive view of market dynamics by combining elements of trend, volatility, momentum, and volume analysis. Its architecture is built on the synergy of multiple technical tools, allowing traders to make more informed decisions by reducing market noise and focusing on high-probability inflection points. 1. Dynamic AGP Bands (EMA 36 and Percentage Levels) The core of the indicator is a 36-period Exponential Moving Average (EMA), which acts as the price's baseline and center of gravity. From this EMA, the script plots dynamic bands at predefined percentages (Base, Prime, and Vortex). Logic: These bands are not static like Bollinger Bands; they expand and contract in response to the underlying EMA. This methodology helps identify relative volatility and trend strength. When the price trades within these bands, it's considered to be in a range or a controlled consolidation. Benefit to the Trader: They provide a quick visual of dynamic support and resistance levels. A price movement beyond the Vortex band can signal an extreme market imbalance, suggesting potential trend exhaustion or a high-energy breakout. 2. Breakout Signals (Signals) The indicator generates plotshape signals when the price stays outside the volatility bands for a specific number of consecutive bars (2 for the Prime band and 3 for the Vortex band). Logic: These signals act as an overextension detection system. The underlying principle is that once the price breaks and holds outside these zones, the probability of a pullback or a reversal increases significantly. The lastSignalBarIndex logic prevents signal overload and ensures a cooling-off period, eliminating noise from consecutive signals. Benefit to the Trader: It provides clear visual alerts for taking profits or looking for potential reversals. A trader can use the Vortex band exit signal (⌾) as confirmation to close a long or short position, while the Prime band signal (⍲) can indicate a potential pullback for a trend-following entry. 3. Bar Volume Analysis (Barcolor) The script introduces a sophisticated bar coloring system that classifies volume activity relative to a 50-period Simple Moving Average (SMA). Logic: The coloring is based not only on whether the bar is bullish or bearish but also on the magnitude of the volume. For instance, extreme volume (more than 3.5 times the average volume) is colored blue, indicating institutional participation or a high-impact event. High (1.8x) or average (0.6x - 1.7x) volume is distinguished with other colors, providing a visual map of the underlying strength behind each price move. Benefit to the Trader: It allows for a quick identification of bars with the highest market conviction. A bearish price bar with extreme volume (extreme_volume_bearish) might signal significant liquidation, while a bullish bar with extreme volume (extreme_volume_bullish) could suggest strong accumulation. 4. Real-Time Monitoring Tables (EMA and RSI) The indicator includes two data tables in the bottom corner of the screen, acting as a dashboard for multi-timeframe analysis. EMA Table (Fibonacci): This table shows the current values of a series of Fibonacci-based EMAs (13, 21, 34, etc.). The background color of each cell indicates whether the current price is above (white) or below (blue) the corresponding EMA. Logic: This table allows traders to assess the trend bias across different timeframes, from short to long-term. An alignment of multiple EMAs in the same direction (e.g., all white) confirms a strong trend. Benefit to the Trader: It provides a quick check for trend confirmation. For example, before opening a long position on a 5-minute chart, a trader can verify if the overall trend on higher timeframes (e.g., 4h or 1D) is also bullish. RSI Table (Multi-Timeframe): This table shows the Relative Strength Index (RSI) values across multiple timeframes, from 1 minute to monthly. The cell lights up orange if the RSI is in the overbought zone (> 77) or white if it's in the oversold zone (< 23). Logic: The use of request.security enables the fetching of data from other timeframes on the current bar. This is a crucial component for multi-timeframe divergence analysis. Benefit to the Trader: It helps identify overbought or oversold conditions across different trading horizons, which is vital for spotting large-scale reversals. If the 1D and 4h RSIs are overbought, a long position on a lower timeframe could be high-risk. Competitive Advantages for Traders The "Argentum Flag " is not just a simple indicator; it's a consolidated technical analysis suite that saves time and effort. Instead of overlaying multiple indicators, a trader gets all the relevant information in a single view. The contextualized volume analysis and volatility-based signals are invaluable tools for filtering out low-quality entries and exits. Finally, the real-time monitoring tables provide a multi-timeframe perspective that is fundamental for validating market direction and managing risk. In trading, the convergence of multiple technical data points is key to increasing the probability of success. This indicator provides precisely that convergence, enabling both novice and experienced traders to make more precise and strategic decisions. Risk Warning (Disclaimer) Trading in financial markets carries a significant risk of loss and is not suitable for all investors. The information and signals provided by this indicator are for educational and analysis purposes only and should not be construed as financial advice. The past performance of any trading system or methodology is not necessarily indicative of future results. The user assumes all responsibility for their own trading decisions and any resulting losses or gains.
Pine Script®指标
由Andromedae提供
MA+BB+LineThis indicator integrates three major components: the MA System, Bollinger Bands, and Chan Theory fractals & segments: MA System – Utilizes eight moving averages to form a comprehensive MA framework, allowing full customization of both the time periods and the calculation methods. Bollinger Bands – Provides dynamic volatility tracking and price channel visualization. Chan Theory Fractals & Segments – Implements a strict-mode automatic segmentation system based on Chan Theory: Green arrows indicate top fractals Red arrows indicate bottom fractals These fractals are used to automatically generate trend segments with precision.
Pine Script®指标
由cgspine提供
AMF PG Strategy_v2The AMF PG Strategy (Praetorian Guard) is an advanced trading system designed to seamlessly adapt to market conditions. Its unique structure balances precise entries with intelligent protection, giving traders confidence in both trending and volatility environments. Key points include: Adaptive Core (AMF Engine) – A dynamic framework that automatically adjusts for clearer long- and short-term opportunities and generates a robust tracking line. Praetorian Guard – A built-in protective shield that activates in extreme conditions and helps stabilize performance when markets become turbulent. Versatility – Effective across multiple timeframes, from scalping to swing trading, without constant parameter adjustments. Clarity – Clear visual signals and color-coded monitoring for instant decision-making. This strategy is designed for traders who want more than just entries and exits; it offers a command center for disciplined, adaptable, and resilient trading. Disclaimer: It should be noted that no strategy is guaranteed. This strategy does not provide buy-sell-hold advice. Responsibility rests with the user. Version 2: Bugs overlooked in Version 1 have been corrected and improvements have been made.
Pine Script®策略
由blntduman提供