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Chandelier + MA Cross by MMMEl indicador "Chandelier + MA Cross" combina dos herramientas populares de análisis técnico en un solo script, diseñado para ayudar a los traders a identificar puntos clave de entrada y salida en el mercado. Este indicador es ideal para quienes buscan una combinación de señales basadas en la volatilidad y en el comportamiento de las medias móviles. A continuación, se detalla cada componente: 1. Chandelier Exit El Chandelier Exit es un indicador de tendencia basado en el ATR (Average True Range), diseñado para establecer niveles dinámicos de stop-loss. Este componente utiliza valores máximos y mínimos de precio ajustados por la volatilidad para identificar zonas de salida, tanto en posiciones largas como cortas. Características principales: Líneas de Stop Long y Stop Short: Líneas que se trazan en el gráfico representando los niveles de stop para posiciones largas (verde) y cortas (roja). Señales de Compra/Venta: Se generan etiquetas y formas en el gráfico cuando el precio cruza los niveles de stop, indicando un posible cambio de dirección de la tendencia. Relleno visual: Áreas coloreadas para destacar si el mercado está en un estado alcista (verde) o bajista (rojo). Configuraciones personalizables: Permite ajustar el período del ATR, el multiplicador y si se utilizan precios de cierre o máximos/mínimos para calcular los niveles. Alertas: Cambios en la dirección de la tendencia. Señales de compra y venta basadas en el cruce de los niveles de stop. 2. Cruce de Medias Móviles (MA Cross) Este componente se enfoca en identificar cruces entre dos medias móviles simples (SMA), un método clásico para detectar cambios en la dirección del mercado. Características principales: Medias Móviles Cortas y Largas: Se trazan dos líneas en el gráfico (una de color naranja para la media móvil corta y una verde para la larga). Señales de Cruce: Aparecen triángulos verdes o rojos en el gráfico cuando las medias móviles se cruzan: Triángulo verde: Cruce alcista (la media corta cruza por encima de la larga). Triángulo rojo: Cruce bajista (la media corta cruza por debajo de la larga). Configuraciones personalizables: Puedes ajustar los períodos de las medias móviles para adaptarlas a tu estrategia. Alertas: Señales de cruce alcista y bajista para detectar puntos de entrada o salida. Beneficios del Indicador Combinado Mayor precisión: Combina señales basadas en la volatilidad (Chandelier Exit) con las de cruce de medias móviles para confirmar tendencias. Personalización: Cada componente tiene configuraciones adaptables para ajustarse a diferentes estilos de trading. Visualización clara: Colores y formas fácilmente distinguibles para identificar oportunidades en el gráfico. Alertas integradas: No necesitas vigilar constantemente el gráfico, ya que las alertas te notifican sobre cambios relevantes.
Wskaźnik Pine Script™
od matiasmartin2015
Ichimoku MTF (best MTF 4H - Entry 15M)The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future. The technical indicator shows relevant information at a glance by using averages. The overall trend is up when the price is above the cloud, down when the price is below the cloud, and trendless or transitioning when the price is in the cloud. Charles G. Koonitz. “Ichimoku Analysis & Strategies: The Visual Guide to Spot the Trends in Stock Market, Cryptocurrency and Forex Using Technical Analysis and Cloud Charts," Tripod Solutions Inc., 2019. When Leading Span A is rising and above Leading Span B, this helps to confirm the uptrend and the space between the lines is typically colored green. When Leading Span A is falling and below Leading Span B, this helps confirm the downtrend. The space between the lines is typically colored red in this case.1 Traders will often use the Ichimoku Cloud as an area of support and resistance depending on the relative location of the price. The cloud provides support/resistance levels that can be projected into the future. This sets the Ichimoku Cloud apart from many other technical indicators that only provide support and resistance levels for the current date and time. Traders should use the Ichimoku Cloud in conjunction with other technical indicators to maximize their risk-adjusted returns. For example, the indicator is often paired with the relative strength index (RSI), which can be used to confirm momentum in a certain direction. It’s also important to look at the bigger trends to see how the smaller trends fit within them. For example, during a very strong downtrend, the price may push into the cloud or slightly above it, temporarily, before falling again. Only focusing on the indicator would mean missing the bigger picture that the price was under strong longer-term selling pressure. Crossovers are another way that the indicator can be used. Watch for the conversion line to move above the base line, especially when the price is above the cloud. This can be a powerful buy signal. One option is to hold the trade until the conversion line drops back below the base line. Any of the other lines could be used as exit points as well.
Wskaźnik Pine Script™
od timwagey
SSL Channel MTFSSL Channel with MTF support, This eliminates the noise of a basic SSL Channel script which is based on ErwinBeckers SSL Channel. So i have used a Multi Time Frame approach to have a clear confirmation of trend and reduce Noise and False signals unlike basic SSL Channel. This script can be used to determine. Support/Resistance High/Low Breakout Trend Direction MA candles for Entry The high and low sma are plotted as SSL CHANNEL when ever the high and low sma cross each other a direction change is observed. The direction of SSL channel determines the trend of the price. The length of the channel can be changed as required a low value has a high noise and direction can be determined with low accuracy. Increasing the length of SSL channel has high accuracy trend confirmation. The MTF SSL Channel uses plot from higher timeframe this helps in using SSL Channel as a Price Action Tool. Price when ever crosses over or below the channel determines a breakout. Price tries to move between the High SMA line and Low SMA Line of the SSL Channel rejection, breakouts can be easily observed on a lower timeframe using SSL Channel Plot from a higher timeframe. I have used 5min/15min chart with MTF SSL from a 1Hr/4Hr and a length of 5 instead of 10. This helps quick direction changes over a period of 1hr to 4hr. Price is trapped within the High SMA and Low SMA lines of SSL Channel. In addition to SSL High Low and average mid line is plotted to additional reference. Buy Sell Signals are plotted based on crossover of SMA High and Low. Candle are Plotted Using a SMA with length of 5. This Candle Plot can be used to make an entry based on direction confirmation of SSL. keep in mind the direction of SSL Plot and the candle must be same. Preferably Entry can made above or below the midline of SSL Channel. The Candle Plot eliminates the Noise of traditional Japanese Candlesticks. Additionally MACD Crossover and MACD Trend line confirmations can be used to confirm a Buy Sell and Entry signals Alerts are also plotted accordingly.
Wskaźnik Pine Script™
od traderharikrishna
8
Bright_Mod_123 Reversal & Statistical VolatilityCr. HPotter This indicator combines two powerful strategies to identify potential buy, sell, and close signals in the market: 1. 123 Reversal Strategy Based on price action and Stochastic Oscillator values. Generates Buy Signals when: The close price increases after two consecutive decreases. The Stochastic Fast line is above a specified level and crosses the Slow line. Generates Sell Signals when: The close price decreases after two consecutive increases. The Stochastic Fast line is below a specified level and crosses the Slow line. 2. Statistical Volatility (SV) Strategy Measures market volatility using the Extreme Value Method. Buy Signals occur when volatility is above the upper threshold (Top Band). Sell Signals occur when volatility is below the lower threshold (Low Band). Combined Signal Logic A Buy Signal is generated when both the 123 Reversal and SV strategies align with bullish conditions. A Sell Signal is generated when both strategies align with bearish conditions. A Close Signal is generated when neither strategy supports the current position. Features Customizable parameters for each strategy (e.g., length, smoothing factors, thresholds). Visual labels for Buy, Sell, and Close signals, with adjustable colors and styles. Optional "Reverse Trading" mode to invert signals for specific trading styles. Use Cases Ideal for traders looking to combine price action and volatility analysis in their strategy. Useful for identifying potential trend reversals or periods of high market volatility.
Wskaźnik Pine Script™
od bbrightns
Volume Weighted HMA Index | mad_tiger_slayerTitle: 🍉 Volume Weighted HMA Index | mad_tiger_slayer 🐯 Description: The Volume Weighted HMA Index is a cutting-edge indicator designed to enhance the accuracy and responsiveness of trading signals by combining the power of volume with the Hull Moving Average (HMA). This indicator adjusts the HMA based on volume-weighted price changes, providing faster and more reliable entry and exit signals while reducing the likelihood of false signals. Intended and Best Uses: Used for Strategy Creation: Extremely Quick Entries and Exits Intended for Higher timeframe however can be used for scalping paired with additional scripts. Can be paired to create profitable strategies TREND FOLLOWING NOT MEAN REVERTING!!!! [Key Features: Volume Integration: Dynamically adjusts the HMA using volume data to prioritize higher-volume bars, ensuring that market activity plays a crucial role in signal generation. Enhanced Signal Clarity: The indicator calculates precise long and short signals by detecting volume-weighted HMA crossovers. Bar Coloring: Visually differentiate bullish and bearish conditions with customizable bar colors, making trends easier to identify. Custom Signal Plotting: Optional long and short signal markers for a clear visual representation of potential trade opportunities. Highly Configurable: Adjust parameters such as volume length and calculation source to tailor the indicator to your trading preferences and strategy. How It Works: Volume Weighting: The indicator calculates the HMA using a volume-weighted price change, amplifying the influence of high-volume periods on the moving average. Trend Identification: Crossovers of the volume-weighted HMA with zero determine trend direction, where: A bullish crossover signals a long condition. A bearish crossunder signals a short condition. Visual Feedback: Bar colors and optional signal markers provide real-time insights into trend direction and trading signals. Use Cases: Trend Following: Quickly identify emerging trends with volume-accelerated HMA calculations. Trade Confirmation: Use the indicator to confirm the strength and validity of your trade setups. Custom Signal Integration: Combine this indicator with your existing strategies to refine entries and exits. Notes: Ensure that your trading instrument provides volume data for accurate calculations. If no volume is available, the script will notify you. This script works best when combined with other indicators or trading frameworks for a comprehensive market view. Inspired by the community and designed for traders looking to stay ahead of the curve, the Volume Weighted HMA Index is a versatile tool for traders of all levels.
Wskaźnik Pine Script™
od mad_tiger_slayer
1
MultiTime Stochastics ProMultiTime Stochastics Pro This indicator is an enhanced version of the stochastic indicator, featuring two separate stochastics. This functionality allows you to adjust the settings and time frame for each stochastic individually, enabling a more precise analysis of market fluctuations. The Double Stochastic indicator enables you to simultaneously analyze the market in different time frames with two separate stochastics. One of the standout features of this indicator is that when the chart's time frame changes, each stochastic is displayed according to the time set for it and does not change in other time frames. This feature provides greater flexibility and accuracy in market analysis. How the Indicator Works This indicator calculates two separate stochastics: The first stochastic (K1 and D1) with its own specific time frame and settings. The second stochastic (K2 and D2) with a different time frame and settings. These two stochastics are displayed simultaneously on one chart, and overbought and oversold lines are also included. How to Use Parameter Adjustment : Adjust the parameters K1 Length, D1 Smoothing, and K1 Time Frame as desired. Do the same for the second stochastic. Signal Analysis : Analyze buy and sell signals based on the stochastic values and the overbought and oversold lines. Advantages Greater Precision : With two separate stochastics, you can follow market fluctuations with greater accuracy. Flexibility : The ability to individually set the time frame and parameters for each stochastic makes this indicator highly flexible. Stronger Signals : The simultaneous display of two stochastics allows you to receive stronger buy and sell signals. Multi-time frame Analysis : The ability to analyze the market in different time frames simultaneously. This indicator is suitable for traders seeking more precise and flexible market analysis tools. I hope these explanations help you publish your indicator in the best possible way!
Wskaźnik Pine Script™
od bir368
Dominance: USDT + USDCThis script combines the dominance of USDT and USDC, the two largest stablecoins in the market, to provide a clear and accurate view of their impact on the total cryptocurrency market cap. Key Features: - Individual Dominance: Displays the percentage dominance of USDT and USDC separately. - Combined Dominance: Shows a line combining the dominance of both stablecoins to understand their total market influence. - Real-Time Accuracy: Updates values based on the latest TradingView data. - Visual Clarity: Unique colors for each line for easy interpretation: - Blue: USDT Dominance. - Green: USDC Dominance. - Red: Total Combined Dominance. Benefits: - Strategic Analysis: Evaluate how stablecoins influence capital flow in the crypto market. - Identify Trends: Understand growth or decline in dominance to detect market direction changes. - Informed Decisions: Ideal for traders analyzing the relationship between stablecoins and overall market movements. How to Use: - Add the script to your chart and monitor the dominance lines. - Use the insights to support your trading strategy. Note: This script does not provide buy or sell signals. It is intended for informational and analytical purposes.
Wskaźnik Pine Script™
od TraderPro2410
Ichimoku Extension - Financial Tech Wiz V7.2Ichimoku Extension - Financial Tech Wiz The Ichimoku Extension by Financial Tech Wiz is an advanced tool that builds upon the classic Ichimoku indicator, providing enhanced clarity and actionable insights for traders. This indicator is designed to make interpreting Ichimoku signals easier and more intuitive. Key Features: Automated Long and Short Signals: Detects Tenkan-Kijun (TK) crossovers and plots long and short signals directly on the chart for clear entry and exit points. With Ichimoku, when the conversion line crosses above the baseline, this is considered a long signal or a trend reversal, and vice versa for when the conversion line crosses below the baseline. Extended Support and Resistance Levels: Plots extended lines for support (green) and resistance (red), visually extending Ichimoku’s current levels. Displays the price values of these levels in the top-right corner of the chart, making them easy to reference. They are also color-coded with green as supports and red as resistance. Trend Identification with Linear Regression: Incorporates a linear regression line to analyze the overall trend direction. The regression line is calculated based on the slope of the Ichimoku cloud over a customizable number of periods, providing a clear visualization of the broader market trend. Customizable Settings: Offers flexibility to adjust parameters like the regression period, making the indicator adaptable to various markets and trading styles. You can also choose to hide any part of the indicator to make the chart less cluttered. Why Use This Indicator? The Ichimoku Extension simplifies the complexity of the traditional Ichimoku indicator while introducing new features to help traders easily identify trends, support, and resistance levels. Disclaimer This indicator is for informational and educational purposes only. It is not financial advice, and we do not guarantee the accuracy, reliability, or profitability of its signals. Use this tool at your own risk, and always perform your own due diligence before making trading decisions. Past performance does not guarantee future results. This script complies with TradingView's House Rules and is intended to assist traders in their analysis, not to provide definitive trade recommendations.
Wskaźnik Pine Script™
od mtoney5
Matrix Series and Vix Fix with VWAP CCI and QQE SignalsMatrix Series and Vix Fix with VWAP CCI and QQE Signals Short Title: Advanced Matrix Purpose This Pine Script combines multiple technical analysis tools to create a comprehensive trading indicator. It incorporates elements like support/resistance zones, overbought/oversold conditions, Williams Vix Fix, QQE (Quantitative Qualitative Estimation) signals, VWAP CCI signals, and a 200-period SMA for trend filtering. The goal is to provide actionable buy and sell signals with enhanced visualization. Key Features and Components 1. Matrix Series Smoothing Input: Allows customization of EMA smoothing for the indicator (default: 5). Support/Resistance Zones: Based on CCI (Commodity Channel Index) values. Dynamic zones calculated with customizable parameters (SupResPeriod, SupResPercentage, PricePeriod). Candlestick Visualization: Custom candlestick plots with colors indicating trends. Dynamic levels for overbought/oversold conditions. 2. Overbought/Oversold Signals Overbought and oversold levels are adjustable (ob and os). Plots circles on the chart to highlight extreme conditions. 3. Williams Vix Fix Identifies potential reversal points by analyzing volatility. Uses Bollinger Bands and percentile thresholds to detect high-probability entries. Includes two alert levels (alert1 and alert2) with customizable criteria for signal filtering. 4. QQE Signals Based on the smoothed RSI and QQE methodology. Detects trend changes using adaptive ATR bands (FastAtrRsiTL). Plots long and short signals when specific conditions are met. 5. VWAP CCI Signals Combines VWAP and CCI for additional trade signals. Detects crossovers and crossunders of CCI levels (-200 and 200) to generate long and short signals. 6. 200 SMA A 200-period simple moving average is plotted to act as a trend filter. The script rules recommend buying only when the price is above the SMA200. Customizable Inputs General: Smoothing, support/resistance periods, overbought/oversold levels. Williams Vix Fix: Lookback periods, Bollinger Band settings, percentile thresholds. QQE: RSI length, smoothing factor, QQE factor, and threshold values. VWAP CCI: Length for calculating deviations. Visual Elements Dynamic candlestick colors to indicate trend direction. Overbought/oversold circles for extreme price levels. Resistance and support lines. Labels and shapes for buy/sell signals from Vix Fix, QQE, and VWAP CCI. Alerts Alerts are configured for the Matrix Series (e.g., "BUY MATRIX") and other components, ensuring traders are notified when significant conditions are met. Intended Use This indicator is designed for traders seeking a multi-faceted tool to analyze market trends, identify potential reversal points, and generate actionable trading signals. It combines traditional indicators with advanced techniques for comprehensive market analysis.
Wskaźnik Pine Script™
od splirus
Strength Measurement -HTStrength Measurement -HT This indicator provides a comprehensive view of trend strength by calculating the average ADX (Average Directional Index) across multiple timeframes. It helps traders identify strong trends, potential reversals, and confirm signals from other indicators. Key Features: Multi-Timeframe Analysis: Analyze trend strength across different timeframes. Choose which timeframes to include in the calculation (5 min, 15 min, 30 min, 1 hour, 4 hour). Customizable ADX Parameters: Adjust the ADX smoothing (adxlen) and DI length (dilen) parameters to fine-tune the indicator to your preferred settings. Smoothed Average ADX: The average ADX is smoothed using a Simple Moving Average to reduce noise and provide a clearer picture of the overall trend.   Color-Coded Visualization: The histogram clearly indicates trend direction and strength: Green: Uptrend Red: Downtrend Darker shades: Stronger trend Lighter shades: Weaker trend Reference Levels: Includes horizontal lines at 25, 50, and 75 to provide benchmarks for trend strength classification. Alerts: Set alerts for strong trend up (ADX crossing above 50) and weakening trend (ADX crossing below 25). How to Use: Select Timeframes: Choose the timeframes you want to include in the average ADX calculation. Adjust ADX Parameters: Fine-tune the adxlen and dilen values based on your trading style and the timeframe of the chart. Identify Strong Trends: Look for histogram bars with darker green or red colors, indicating a strong trend. Spot Potential Reversals: Watch for changes in histogram color and height, which may suggest a weakening trend or a potential reversal. Combine with Other Indicators: Use this indicator with other technical analysis tools to confirm trading signals.   Note: This indicator is based on the ADX, which is a lagging indicator.
Wskaźnik Pine Script™
od AccountantX
Auto Fibonacci LinesThis TradingView script is a modded version of the library called "VisibleChart" created by Pinecoder. This version has the option for users to change the Fibonacci lines and price labels. This makes the script user-friendly. Fibonacci extensions are a tool that traders can use to establish profit targets or estimate how far a price may travel after a retracement/pullback is finished. Extension levels are also possible areas where the price may reverse. This study automatically draws horizontal lines that are used to determine possible support and resistance levels. It's designed to automatically plot Fibonacci retracement levels on chart, aiding in technical analysis for traders. First, the highest and lowest bars on the chart are calculated. These values ​​are used for Fibonacci extensions. These values update as traders scroll or zoom their charts, this shows that it is a useful indicator that can dynamically calculate and draw visuals on visible bars only.
Wskaźnik Pine Script™
od psychoengineer
2
Take Price Action Win SignalsThe Take Price Action Win Signals (TakePAWS) indicator is a tool developed for TradingView that helps traders see the main Price Action patterns, and when combined with the Supertrend, provides convenient options for determining the direction of price movement. This indicator has the ability to display take profit and stop loss points with the ability to customize them for each pattern separately and display them only in the direction of the trend. It also has the ability to calculate leverage or position size based on the desired risk-reward ratio. Money Management Settings: Position Loss %: allows traders to set the potential position loss in percentage, which is used to calculate the required leverage (the " X: " on the label). Fixed leverage is used together with the capital size settings to calculate the position size. Price Action Settings: Ability to customize colors and toggle the display for pin bars, outside bars, inside bars and PPR Bars. Customize the colors of candles, wicks, borders and labels. Adjust the length of entry label lines, take lines and stop lines. Set the ratio of the size of stops and take profits for each pattern. Switch the display of signals only in the direction of the Supertrend. Supertrend settings: Ability to set up two trend lines to display the area with the best price offer. Set up a color that will change depending on the price position and background transparency. Alert settings: Alert for all patterns or display only patterns in the direction of the trend. Detection of price action patterns: For pin bars, based on the open, minimum, maximum and close of the candle, calculate the larger wick of the candle, which is two or more times larger than the body and the reverse wick. For outside bars based on the previous candle's minimum and maximum, the new candle's minimum, maximum and close and checks if the current close is greater than the previous high and if the current minimum is less than the previous low for a bullish outside bar. For inside bars, comparing the previous candle's minimum and maximum with the new candle's minimum and maximum, which must be less than the previous candle. For PPR bars, comparing the previous candle's minimum and maximum with the new candle's close, which in the case of a bullish candle must be greater than the previous candle's maximum. For PPR and outside bars, it builds lines based on previous highs or lows with take profit and stop factors. For pin bars, it builds lines based on the candle's long wick with take profit and stop factors.
Wskaźnik Pine Script™
od Shaman4eG
PDF-MA Supertrend [BackQuant]PDF-MA Supertrend The PDF-MA Supertrend combines the innovative Probability Density Function (PDF) smoothing with the widely popular Supertrend methodology, creating a robust tool for identifying trends and generating actionable trading signals. This indicator is designed to provide precise entries and exits by dynamically adapting to market volatility while visualizing long and short opportunities directly on the chart. Core Feature: PDF Smoothing At the foundation of this indicator is the PDF smoothing technique, which applies a Probability Density Function to calculate a smoothed moving average. This method allows the indicator to assign adaptive weights to data points, making it responsive to market changes without overreacting to short-term volatility. Key parameters include: Variance: Controls the spread of the PDF weighting. A smaller variance results in sharper responses, while a larger variance smooths out the curve. Mean: Shifts the PDF’s center, allowing traders to tweak how weights are distributed around the data points. Smoothing Method: Offers the choice between EMA (Exponential Moving Average) and SMA (Simple Moving Average) for blending the PDF-smoothed data with traditional moving average methods. By combining these parameters, the PDF smoothing creates a moving average that effectively captures underlying trends. Supertrend: Adaptive Trend and Volatility Tracking The Supertrend is a well-known volatility-based indicator that dynamically adjusts to market conditions using the ATR (Average True Range). In this script, the PDF-smoothed moving average acts as the price input, making the Supertrend calculation more adaptive and precise. Key Supertrend Features: ATR Period: Determines the lookback period for calculating market volatility. Factor: Multiplies the ATR to set the distance between the Supertrend and the price. A higher factor creates wider bands, filtering out smaller price movements, while a lower factor captures tighter trends. Dynamic Direction: The Supertrend flips its direction based on price interactions with the calculated upper and lower bands: Uptrend : When the price is above the Supertrend, the direction turns bullish. Downtrend : When the price is below the Supertrend, the direction turns bearish. This combination of PDF smoothing and Supertrend calculation ensures that trends are detected with greater accuracy, while volatility filters out market noise. Long and Short Signal Generation The PDF-MA Supertrend generates actionable trading signals by detecting transitions in the trend direction: Long Signal (𝕃): Triggered when the trend transitions from bearish to bullish. This is visually represented with a green triangle below the price bars. Short Signal (𝕊): Triggered when the trend transitions from bullish to bearish. This is marked with a red triangle above the price bars. These signals provide traders with clear entry and exit points, ensuring they can capitalize on emerging trends while avoiding false signals. Customizable Visualization Options The indicator offers a range of visualization settings to help traders interpret the data with ease: Show Supertrend: Option to toggle the visibility of the Supertrend line. Candle Coloring: Automatically colors candlesticks based on the trend direction: Green for long trends. Red for short trends. Long and Short Signals (𝕃 + 𝕊): Displays long (𝕃) and short (𝕊) signals directly on the chart for quick identification of trade opportunities. Line Color Customization: Allows users to customize the colors for long and short trends. Alert Conditions To ensure traders never miss an opportunity, the PDF-MA Supertrend includes built-in alerts for trend changes: Long Signal Alert: Notifies when a bullish trend is identified. Short Signal Alert: Notifies when a bearish trend is identified. These alerts can be configured for real-time notifications via SMS, email, or push notifications, making it easier to stay updated on market movements. Suggested Parameter Adjustments The indicator’s effectiveness can be fine-tuned using the following guidelines: Variance: For low-volatility assets (e.g., indices): Use a smaller variance (1.0–1.5) for smoother trends. For high-volatility assets (e.g., cryptocurrencies): Use a larger variance (1.5–2.0) to better capture rapid price changes. ATR Factor: A higher factor (e.g., 2.0) is better suited for long-term trend-following strategies. A lower factor (e.g., 1.5) captures shorter-term trends. Smoothing Period: Shorter periods provide more reactive signals but may increase noise. Longer periods offer stability and better alignment with significant trends. Experimentation is encouraged to find the optimal settings for specific assets and trading strategies. Trading Applications The PDF-MA Supertrend is a versatile indicator suited to a variety of trading approaches: Trend Following : Use the Supertrend line and signals to follow market trends and ride sustained price movements. Reversal Trading : Spot potential trend reversals as the Supertrend flips direction. Volatility Analysis : Adjust the ATR factor to filter out minor price fluctuations or capture sharp movements. Final Thoughts The PDF-MA Supertrend combines the precision of Probability Density Function smoothing with the adaptability of the Supertrend methodology, offering traders a powerful tool for identifying trends and volatility. With its customizable parameters, actionable signals, and built-in alerts, this indicator is an excellent choice for traders seeking a robust and reliable system for trend detection and entry/exit timing. As always, backtesting and incorporating this indicator into a broader strategy are recommended for optimal results.
Wskaźnik Pine Script™
od BackQuant
Radial Basis Kernal ATR [BackQuant]Radial Basis Kernel ATR The Radial Basis Kernel ATR is a trading indicator that combines the classic Average True Range (ATR) with advanced Radial Basis Function (RBF) kernel smoothing . This innovative approach creates a highly adaptive and precise tool for detecting volatility, identifying trends, and providing dynamic support and resistance levels. With its configurable parameters and ability to adjust to market conditions, this indicator offers traders a robust framework for making informed decisions across various assets and timeframes. Key Feature: Radial Basis Function Kernel Smoothing The Radial Basis Function (RBF) kernel is at the heart of this indicator, applying sophisticated mathematical techniques to smooth price data and calculate an enhanced version of ATR. By weighting data points dynamically, the RBF kernel ensures that recent price movements are given appropriate emphasis without overreacting to short-term noise. The RBF kernel uses a gamma factor to control the degree of smoothing, making it highly adaptable to different asset classes and market conditions: Gamma Factor Adjustment : For low-volatility data (e.g., indices), a smaller gamma (0.05–0.1) ensures smoother trends and avoids overly sharp responses. For high-volatility data (e.g., cryptocurrencies), a larger gamma (0.1–0.2) captures the increased price fluctuations while maintaining stability. Experimentation is Key : Traders are encouraged to backtest and visually compare different gamma values to find the optimal setting for their specific asset and strategy. The gamma factor dynamically adjusts based on the variance of the source data, ensuring the indicator remains effective across a wide range of market conditions. Average True Range (ATR) with Dynamic Bands The ATR is a widely used volatility measure that captures the degree of price movement over a specific period. This indicator enhances the traditional ATR by integrating the RBF kernel, resulting in a smoothed and adaptive ATR calculation. Dynamic bands are created around the RBF kernel output using a user-defined ATR factor , offering valuable insights into potential support and resistance zones. These bands expand and contract based on market volatility, providing a visual representation of potential price movement. Moving Average Confluence For additional confirmation, the indicator includes the option to overlay a moving average on the smoothed ATR. Traders can choose from several moving average types, such as EMA , SMA , or Hull , and adjust the lookback period to suit their strategy. This feature helps identify broader trends and potential confluence areas, making the indicator even more versatile. Long and Short Trend Detection The indicator provides long and short signals based on the directional movement of the smoothed ATR: Long Signal : Triggered when the ATR crosses above its previous value, indicating bullish momentum. Short Signal : Triggered when the ATR crosses below its previous value, signaling bearish momentum. These trend signals are visually highlighted on the chart with green and red bar coloring (optional), providing clear and actionable insights. Customization Options The Radial Basis Kernel ATR offers extensive customization options, allowing traders to tailor the indicator to their preferences: RBF Kernel Settings Source : Select the price data (e.g., close, high, low) used for the kernel calculation. Kernel Length : Define the lookback period for the RBF kernel, controlling the smoothing effect. Gamma Factor : Adjust the smoothing sensitivity, with smaller values for smoother trends and larger values for responsiveness. ATR Settings ATR Period : Set the period for ATR calculation, with shorter periods capturing more short-term volatility and longer periods providing a broader view. ATR Factor : Adjust the scaling of ATR bands for dynamic support and resistance levels. Confluence Settings Moving Average Type : Choose from various moving average types for additional trend confirmation. Moving Average Period : Define the lookback period for the moving average overlay. Visualization Trend Coloring : Enable or disable bar coloring based on trend direction (green for long, red for short). Background Highlighting : Add optional background shading to emphasize long and short trends visually. Line Width : Customize the thickness of the plotted ATR line for better visibility. Alerts and Automation To help traders stay on top of market movements, the indicator includes built-in alerts for trend changes: Kernel ATR Trend Up : Triggered when the ATR indicates a bullish trend. Kernel ATR Trend Down : Triggered when the ATR signals a bearish trend. These alerts ensure traders never miss important opportunities, providing timely notifications directly to their preferred device. Suggested Gamma Values The effectiveness of the gamma factor depends on the asset type and the selected kernel length: Low Volatility Assets (e.g., indices): Use a smaller gamma factor (approximately 0.05–0.1) for smoother trends. High Volatility Assets (e.g., crypto): Use a larger gamma factor (approximately 0.1–0.2) to capture sharper price movements. Experimentation : Fine-tune the gamma factor using backtests or visual comparisons to optimize for specific assets and strategies. Trading Applications The Radial Basis Kernel ATR is a versatile tool suitable for various trading styles and strategies: Trend Following : Use the smoothed ATR and dynamic bands to identify and follow trends with confidence. Reversal Trading : Spot potential reversals by observing interactions with dynamic ATR bands and moving average confluence. Volatility Analysis : Analyze market volatility to adjust risk management strategies or position sizing. Final Thoughts The Radial Basis Kernel ATR combines advanced mathematical techniques with the practical utility of ATR, offering traders a powerful and adaptive tool for volatility analysis and trend detection. Its ability to dynamically adjust to market conditions through the RBF kernel and gamma factor makes it a unique and indispensable part of any trader's toolkit. By combining sophisticated smoothing , dynamic bands , and customizable visualization , this indicator enhances the ability to read market conditions and make more informed trading decisions. As always, backtesting and incorporating it into a broader strategy are recommended for optimal results.
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