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HA Color Change Alerts (fixed v3)📌 Heikin Ashi Color Change Alerts This indicator notifies you whenever a Heikin Ashi candle changes color (from red → green or green → red). 🔎 Features Automatic Heikin Ashi calculation Uses TradingView’s built-in Heikin Ashi source, so you don’t need to switch your chart to HA candles. Signals on chart Plots ▲ (green triangle) when HA changes from red → green and ▼ (red triangle) when HA changes from green → red. Customizable alerts You can set TradingView alerts for: “Heikin Ashi Turned GREEN” “Heikin Ashi Turned RED” Options Show/Hide the Heikin Ashi candles on top of your normal chart. Choose whether alerts trigger only after bar close, or intrabar as soon as the color flips. Show or hide the signal markers. 🔔 Use cases Trend following: enter when HA flips to green, exit when it flips back to red. Early reversal spotting: get notified when the candle momentum shifts. Works on any symbol and timeframe.
Pine Script® indicator
by shanezane8888
CQ_Historical Candle Color Changer🎯 Purpose This indicator visually distinguishes candles based on how old they are—specifically within a user-defined range (e.g., 1 to 7 days old). It helps traders quickly isolate recent price action from older data, making it easier to interpret overlays like moving averages, volume profiles, or momentum indicators. ⚙️ Key Features - User-Defined Age Range: Set minimum and maximum age in days (e.g., highlight candles that are 1–7 days old). - Custom Colors: Choose highlight colors for candles within the range. - Timeframe Awareness: Works across any chart timeframe (1m, 1h, 1D, etc.), calculating candle age based on actual time elapsed. - Non-Intrusive Display: Candles outside the range retain their default appearance, preserving overall chart readability. 📐 How It Works - The script calculates the age of each candle by comparing its timestamp to the current time. - If the candle falls within the user-defined age range, it’s recolored using the selected style. - Candles older or newer than the range are left untouched. 🧠 Use Cases - Trend Isolation: Focus on recent price action without losing sight of broader context.
Pine Script® indicator
by CQuevedo345
2
DNSE VN301!, ADX Momentum StrategyDiscover the tailored Pine Script for trading VN30F1M Futures Contracts intraday. This strategy applies the Statistical Method (IQR) to break down the components of the ADX, calculating the threshold of "normal" momentum fluctuations in price to identify potential breakouts for entry and exit signals. The script automatically closes all positions by 14:30 to avoid overnight holdings. www.tradingview.com Settings & Backtest Results: - Chart: 30-minute timeframe - Initial capital: VND 100 million - Position size: 4 contracts per trade (includes trading fees, excludes tax) - Backtest period: Sep-2021 to Sep-2025 - Return: over 270% (with 5 ticks slippage) - Trades executed: 1,000+ - Win rate: ~40% - Profit factor: 1.2 Default Script Settings: Calculates the acceleration of changes in the +DI and -DI components of the ADX, using IQR to define "normal" momentum fluctuations (adjustable via Lookback period). Calculates the difference between each bar’s Open and Close prices, using IQR to define "normal" gaps (adjustable via Lookback period). Entry & Exit Conditions: Entry Long: Change in +DI or -DI > Avg IQR Value AND Close Price > Previous Close Exit Long: (all 4 conditions must be met) - Change in +DI or -DI > Avg IQR Value - RSI < Previous RSI - Close–Open Gap > Avg IQR Gap - Close Price < Previous Close Entry Short: Change in +DI or -DI > Avg IQR Value AND Close Price < Previous Close Exit Short: (all 4 conditions must be met) - Change in +DI or -DI > Avg IQR Value - RSI > Previous RSI - Close–Open Gap > Avg IQR Gap - Close Price > Previous Close Disclaimers: Trading futures contracts carries a high degree of risk, and price movements can be highly volatile. This script is intended as a reference tool only. It should be used by individuals who fully understand futures trading, have assessed their own risk tolerance, and are knowledgeable about the strategy’s logic. All investment decisions are the sole responsibility of the user. DNSE bears no liability for any potential losses incurred from applying this strategy in real trading. Past performance does not guarantee future results. Please contact us directly if you have specific questions about this script.
Pine Script® strategy
by DNSE
1
RSI Momentum Trend MM with Risk Per Trade [MTF]This is a comprehensive and highly customizable trend-following strategy based on RSI momentum. The core logic identifies strong directional moves when the RSI crosses user-defined thresholds, combined with an EMA trend confirmation. It is designed for traders who want granular control over their strategy's parameters, from signal generation to risk management and exit logic. This script evolves a simple concept into a powerful backtesting tool, allowing you to test various money management and trade management theories across different timeframes. Key Features - RSI Momentum Signals: Uses RSI crosses above a "Positive" level or below a "Negative" level to generate trend signals. An EMA filter ensures entries align with the immediate trend. - Multi-Timeframe (MTF) Analysis: The core RSI and EMA signals can be calculated on a higher timeframe (e.g., using 4H signals to trade on a 1H chart) to align trades with the larger trend. This feature helps to reduce noise and improve signal quality. Advanced Money Management - Risk per Trade %: Calculate position size based on a fixed percentage of equity you want to risk per trade. - Full Equity: A more aggressive option to open each position with 100% of the available strategy equity. Flexible Exit Logic: Choose from three distinct exit strategies to match your trading style - Percentage (%) Based: Set a fixed Stop Loss and Take Profit as a percentage of the entry price. - ATR Multiplier: Base your Stop Loss and Take Profit on the Average True Range (ATR), making your exits adaptive to market volatility. - Trend Reversal: A true trend-following mode. A long position is held until an opposite "Negative" signal appears, and a short position is held until a "Positive" signal appears. This allows you to "let your winners run." Backtest Date Range Filter: Easily configure a start and end date to backtest the strategy's performance during specific market periods (e.g., bull markets, bear markets, or high-volatility periods). How to Use RSI Settings - Higher Timeframe: Set the timeframe for signal calculation. This must be higher than your chart's timeframe. - RSI Length, Positive above, Negative below: Configure the core parameters for the RSI signals. Money Management Position Sizing Mode - Choose "Risk per Trade" to use the Risk per Trade (%) input for precise risk control. - Choose "Full Equity" to use 100% of your capital for each trade. - Risk per Trade (%): Define the percentage of your equity to risk on a single trade (only works with the corresponding sizing mode). SL/TP Calculation Mode Select your preferred exit method from the dropdown. The strategy will automatically use the relevant inputs (e.g., % values, ATR Multiplier values, or the trend reversal logic). Backtest Period Settings Use the Start Date and End Date inputs to isolate a specific period for your backtest analysis. License & Disclaimer © waranyu.trkm — MIT License. This script is for educational purposes only and should not be considered financial advice. Trading involves significant risk, and past performance is not indicative of future results. Always conduct your own research and risk assessment before making any trading decisions.
Pine Script® strategy
by waranyutrkm
Cumulative Returns by Session [BackQuant]Cumulative Returns by Session What this is This tool breaks the trading day into three user-defined sessions and tracks how much each session contributes to return, volatility, and volume. It then aggregates results over a rolling window so you can see which session has been pulling its weight, how streaky each session has been, and how sessions relate to one another through a compact correlation heatmap. We’ve also given the functionality for the user to use a simplified table, just by switching off all settings they are not interested in. How it works 1) Session segmentation You define APAC, EU, and US sessions with explicit hours and time zones. The script detects when each session starts and ends on every intraday bar and records its open, intraday high and low, close, and summed volume. 2) Per-session math At each session end the script computes: Return — either Percent: (Close−Open)÷Open×100(Close − Open) ÷ Open × 100(Close−Open)÷Open×100 or Points: (Close−Open)(Close − Open)(Close−Open), based on your selection. Volatility — either Range: (High−Low)÷Open×100(High − Low) ÷ Open × 100(High−Low)÷Open×100 or ATR scaled by price: ATR÷Open×100ATR ÷ Open × 100ATR÷Open×100. Volume — total volume transacted during that session. 3) Storage and lookback Each day’s three session stats are stored as a row. You choose how many recent sessions to keep in memory. The script then: Builds cumulative returns for APAC, EU, US across the lookback. Computes averages, win rates, and a Sharpe-like ratio avgreturn÷avgvolatilityavg return ÷ avg volatilityavgreturn÷avgvolatility per session. Tracks streaks of positive or negative sessions to show momentum. Tracks drawdowns on cumulative returns to show worst runs from peak. Computes rolling means over a short window for short-term drift. 4) Correlation heatmap Using the stored arrays of session returns, the script calculates Pearson correlations between APAC–EU, APAC–US, and EU–US, and colors the matrix by strength and sign so you can spot coupling or decoupling at a glance. What it plots Three lines: cumulative return for APAC, EU, US over the chosen lookback. Zero reference line for orientation. A statistics table with cumulative %, average %, positive session rate, and optional columns for volatility, average volume, max drawdown, current streak, return-to-vol ratio, and rolling average. A small correlation heatmap table showing APAC, EU, US cross-session correlations. How to use it Pick the asset — leave Custom Instrument empty to use the chart symbol, or point to another symbol for cross-asset studies. Set your sessions and time zones — defaults approximate APAC, EU, and US hours, but you can align them to exchange times or your workflow. Choose calculation modes — Percent vs Points for return, Range vs ATR for volatility. Points are convenient for futures and fixed-tick assets, Percent is comparable across symbols. Decide the lookback — more sessions smooths lines and stats; fewer sessions makes the tool more reactive. Toggle analytics — add volatility, volume, drawdown, streaks, Sharpe-like ratio, rolling averages, and the correlation table as needed. Why session attribution helps Different sessions are driven by different flows. Asia often sets the overnight tone, Europe adds liquidity and direction changes, and the US session can dominate range expansion. Separating contributions by session helps you: Identify which session has been the main driver of net trend. Measure whether volatility or volume is concentrated in a specific window. See if one session’s gains are consistently given back in another. Adapt tactics: fade during a mean-reverting session, press during a trending session. Reading the tables Cumulative % — sum of session returns over the lookback. The sign and slope tell you who is carrying the move. Avg Return % and Positive Sessions % — direction and hit rate. A low average but high hit rate implies many small moves; the reverse implies occasional big swings. Avg Volatility % — typical intrabars range for that session. Compare with Avg Return to judge efficiency. Return/Vol Ratio — return per unit of volatility. Higher is better for stability. Max Drawdown % — worst cumulative give-back within the lookback. A quick way to spot riskiness by session. Current Streak — consecutive up or down sessions. Useful for mean-reversion or regime awareness. Rolling Avg % — short-window drift indicator to catch recent turnarounds. Correlation matrix — green clusters indicate sessions tending to move together; red indicates offsetting behavior. Settings overview Basic Number of Sessions — how many recent days to include. Custom Instrument — analyze another ticker while staying on your current chart. Session Configuration and Times Enable or hide APAC, EU, US rows. Set hours per session and the specific time zone for each. Calculation Methods Return Calculation — Percent or Points. Volatility Calculation — Range or ATR; ATR Length when applicable. Advanced Analytics Correlation, Drawdown, Momentum, Sharpe-like ratio, Rolling Statistics, Rolling Period. Display Options and Colors Show Statistics Table and its position. Toggle columns for Volatility and Volume. Pick individual colors for each session line and row accents. Common applications Session bias mapping — find which window tends to trend in your market and plan exposure accordingly. Strategy scheduling — allocate attention or risk to the session with the best return-to-vol ratio. News and macro awareness — see if correlation rises around central bank cycles or major data releases. Cross-asset monitoring — set the Custom Instrument to a driver (index future, DXY, yields) to see if your symbol reacts in a particular session. Notes This indicator works on intraday charts, since sessions are defined within a day. If you change session clocks or time zones, give the script a few bars to accumulate fresh rows. Percent vs Points and Range vs ATR choices affect comparability across assets, so be consistent when comparing symbols. Session context is one of the simplest ways to explain a messy tape. By separating the day into three windows and scoring each one on return, volatility, and consistency, this tool shows not just where price ended up but when and how it got there. Use the cumulative lines to spot the steady driver, read the table to judge quality and risk, and glance at the heatmap to learn whether the sessions are amplifying or canceling one another. Adjust the hours to your market and let the data tell you which session deserves your focus.
Pine Script® indicator
by BackQuant
Chanpreet RSI(3) Extreme Rays (4H, Adjustable Style)Chanpreet RSI(3) Extreme Rays (4H) This indicator applies a short-length RSI (3) on the 4-hour timeframe and highlights momentum extremes directly on the chart. 🔎 What it does Detects when RSI(3) moves into overbought (>80) or oversold (<20) territory. Groups consecutive candles inside these zones into one “event” instead of marking each bar individually. For each event: • In overbought → records the highest high of the stretch and marks it with a horizontal ray. • In oversold → records the lowest low of the stretch and marks it with a horizontal ray. Keeps only the most recent N rays (default 5, adjustable). ⚙️ Inputs Max Rays to Keep → how many unique events are kept visible. Ray Thickness → adjust line thickness. Overbought Ray Color → default red. Oversold Ray Color → default green. 📈 How to use Apply on any chart; RSI(3) values are always calculated from 4H data (via request.security). Use rays as reference levels that highlight recent momentum extremes or exhaustion zones. This is not a buy/sell signal by itself — combine with your own analysis, confirmation tools, and risk management. Best Recommended time frame is 5 mins, 10 mins & 15 mins for intraday trading. 🧩 Unique features Groups multiple bars into a single clean ray, reducing clutter. Uses 4H RSI(3) regardless of the chart’s active timeframe. Fully customizable appearance (colors, thickness, max events). ⚠️ Disclaimer This script is provided for educational and informational purposes only. It does not constitute financial advice or guarantee performance. Always test thoroughly and use proper risk management before trading live.
Pine Script® indicator
by Sensible_Trader
1
Zarattini Intra-day Threshold Bands (ZITB)This indicator implements the intraday threshold band methodology described in the research paper by Carlo Zarattini et al. papers.ssrn.com Overview: Plots intraday threshold bands based on daily open/close levels. Supports visualization of BaseUp/BaseDown levels and Threshold Upper/Lower bands. Optional shading between threshold bands for easier interpretation. Usage Notes / Limitations: Originally studied on SPY (US equities), this implementation is adapted for NSE intraday market timing, specifically the NIFTY50 index. Internally, 2-minute candles are used if the chart timeframe is less than 2 minutes. Values may be inaccurate if the chart timeframe is more than 1 day. Lookback days are auto-capped to avoid exceeding TradingView’s 5000-bar limit. The indicator automatically aligns intraday bars across multiple days to compute average deltas. For better returns, it is recommended to use this indicator in conjunction with VWAP and a volatility-based position sizing mechanism. Can be used as a reference for Open Range Breakout (ORB) strategies. Customizations: Toggle plotting of base levels and thresholds. Toggle shading between thresholds. Line colors and styles can be adjusted in the Style tab. Author: Gokul Ramachandran – software architect, engineer, programmer. Interested in trading and investment. Currently trading and researching strategies that can be employed in NSE (Indian market). Contact: (mailto:gokul4trading@gmail.com) LinkedIn: www.linkedin.com Intended for educational and research purposes only.
Pine Script® indicator
by gokul4trading
1
Turnover// ======================================== // TURNOVER INDICATOR (成交额指标) // ======================================== // // This indicator calculates and displays the turnover (trading value) for each bar, // which represents the total monetary value of shares traded during that period. // Turnover = Volume × Price // // KEY FEATURES: // • Multiple price basis options: VWAP (recommended for intraday) or HLC3 average // • Visual representation with colored columns (red/green for down/up bars) // • Moving average overlay to smooth turnover trends // • Rolling sum calculation for cumulative turnover over specified periods // • Fully customizable parameters for different trading strategies // // USE CASES: // • Identify periods of high/low market activity and liquidity // • Analyze institutional money flow and market participation // • Spot potential breakout or reversal points based on turnover spikes // • Compare relative trading interest across different timeframes // • Monitor market strength during trend formations // // PARAMETERS: // • Price Basis: Choose between VWAP (intraday focus) or HLC3 (daily+ timeframes) // • Visual Options: Toggle MA, rolling sum, and color coding // • Timeframe Flexibility: Adjust MA and sum periods for your analysis needs // // ========================================
Pine Script® indicator
by sihanchen46
CVD Spaghetti - Multi-Exchange (Perpetuals)CVD Spaghetti – Multi-Exchange (Perpetuals) is designed to track and visualize Cumulative Volume Delta (CVD) across multiple cryptocurrency perpetual futures exchanges in one consolidated view. This indicator provides traders with a clearer perspective on buying and selling pressure by monitoring how order flow develops on different venues simultaneously. What it does The script calculates the CVD for each enabled exchange and plots them as separate lines on a single chart, creating a “spaghetti” style visualization. This allows traders to identify relative strength or weakness between major exchanges, which can often hint at institutional positioning, liquidity shifts, and potential market imbalances. Why it’s useful Order flow and liquidity dynamics can differ significantly between exchanges. By aggregating and comparing these flows, traders can: Detect which venue is leading during trend development. Spot divergences between exchanges, which may indicate inefficiencies or arbitrage-driven movements. Gauge overall sentiment strength by comparing multiple sources instead of relying on a single dataset. Technical details Anchor Period Reset: The cumulative calculation resets based on the user-defined Anchor Period (default: daily), keeping data relevant for the chosen trading horizon. Dynamic Resolution: The script automatically selects an appropriate lower timeframe for data requests based on the chart timeframe to maintain responsiveness and accuracy. Normalization: Not all exchanges report volume in the same way—some use quote currency (USD), others in contracts or ticks. To ensure comparability, this indicator normalizes volumes where necessary: Bybit USD and OKX contracts are divided by price to approximate base-coin terms. Single-contract venues (e.g., Deribit) are normalized similarly. Exchanges already reporting in the base currency remain unchanged. Multi-Exchange Coverage: Supports major venues including Binance, Bybit, OKX, Bitget, Coinbase, and optional secondary exchanges like Blofin, Whitebit, and Deribit. Visual Aids: Zero baseline for directional reference. Vertical session markers at each reset point. Optional exchange labels positioned dynamically on the last bar for quick identification. How traders might use it Trend confirmation: Strong synchronized CVD across all major exchanges supports continuation; fragmentation may suggest weakening conviction. Cross-exchange divergence: When one exchange’s CVD diverges from others, it can signal localized liquidity shocks or large player activity. High-frequency strategies: On lower timeframes, the spaghetti view can highlight which venue is absorbing or providing liquidity fastest, aiding short-term decision-making.
Pine Script® indicator
by mxdvt07
ADR(20)% - Qullamagi (corner value) v6This indicator displays the 20-bar Average Daily Range (ADR) either as a percentage of price or in raw dollar terms, shown in a clean corner box on the chart. Switch between % ADR and $ ADR with a single checkbox. Place the output box in any chart corner. Useful for volatility assessment, stop-loss sizing, and stock selection. Inspired by the trading approach of Kristjan Qullamägi (Qullamaggie), who uses ADR(20) both to filter high-momentum stocks and to size risk (stops should generally be ≤ 1×ADR).
Pine Script® indicator
by ashishnandi85
Recovery StrategyDescription: The Recovery Strategy is a long-only trading system designed to capitalize on significant price drops from recent highs. It enters a position when the price falls 10% or more from the highest high over a 6-month lookback period and adds positions on further 2% drops, up to a maximum of 5 positions. Each trade is held for 6 months before exiting, regardless of profit or loss. The strategy uses margin to amplify position sizes, with a default leverage of 5:1 (20% margin requirement). All key parameters are customizable via inputs, allowing flexibility for different assets and timeframes. Visual markers indicate recent highs for reference. How It Works: Entry: Buys when the closing price drops 10% or more from the recent high (highest high in the lookback period, default 126 bars ~6 months). If already in a position, additional buys occur on further 2% drops (e.g., 12%, 14%, 16%, 18%), up to 5 positions (pyramiding). Exit: Each trade exits after its own holding period (default 126 bars ~6 months), regardless of profit or loss. No stop loss or take-profit is used. Margin: Uses leverage to control larger positions (default 20% margin, 5:1 leverage). The order size is a percentage of equity (default 100%), adjustable via inputs. Visualization: Displays blue markers (without text) at new recent highs to highlight reference levels. Inputs: Lookback Period for High Peak (bars): Number of bars to look back for the recent high (default: 126, ~6 months on daily charts). Initial Drop Percentage to Buy (%): Percentage drop from recent high to trigger the first buy (default: 10.0%). Additional Drop Percentage to Buy (%): Further drop percentage to add positions (default: 2.0%). Holding Period (bars): Number of bars to hold each position before selling (default: 126, ~6 months). Order Size (% of Equity): Percentage of equity used per trade (default: 100%). Margin for Long Positions (%): Percentage of position value covered by equity (default: 20%, equivalent to 5:1 leverage). Usage: Timeframe: Designed for daily charts (126 bars ~6 months). Adjust Lookback Period and Holding Period for other timeframes (e.g., 1008 hours for hourly charts, assuming 8 trading hours/day). Assets: Suitable for stocks, ETFs, or other assets with significant price volatility. Test thoroughly on your chosen asset. Settings: Customize inputs in the strategy settings to match your risk tolerance and market conditions. For example, lower Margin for Long Positions (e.g., to 10% for 10:1 leverage) to increase position sizes, but beware of higher risk. Backtesting: Use TradingView’s Strategy Tester to evaluate performance. Check the “List of Trades” for skipped trades due to insufficient equity or margin requirements. Risks and Considerations: No Stop Loss: The strategy holds trades for the full 6 months without a stop loss, exposing it to significant drawdowns in prolonged downtrends. Margin Risk: Leverage (default 5:1) amplifies both profits and losses. Ensure sufficient equity to cover margin requirements to avoid skipped trades or simulated margin calls. Pyramiding: Up to 5 positions can be open simultaneously, increasing exposure. Adjust pyramiding in the code if fewer positions are desired (e.g., change to pyramiding=3). Market Conditions: Performance depends on price drops and recoveries. Test on historical data to assess effectiveness in your market. Broker Emulator: TradingView’s paper trading simulates margin but does not execute real margin trading. Results may differ in live trading due to broker-specific margin rules. How to Use: Add the strategy to your chart in TradingView. Adjust input parameters in the settings panel to suit your asset, timeframe, and risk preferences. Run a backtest in the Strategy Tester to evaluate performance. Monitor open positions and margin levels in the Trading Panel to manage risk. For live trading, consult your broker’s margin requirements and leverage policies, as TradingView’s simulation may not match real-world conditions. Disclaimer: This strategy is for educational purposes only and does not constitute financial advice. Trading involves significant risk, especially with leverage and no stop loss. Always backtest thoroughly and consult a financial advisor before using any strategy in live trading.
Pine Script® strategy
by tanmaychess
ADR(20)% - Qullamagi (corner value) v6Description: This indicator calculates the 20-day Average Daily Range (ADR) as a percentage (or in raw $) and displays it in a clean corner table on the chart. Formula: average of (High ÷ Low – 1) over the last 20 bars. Use % or $ mode via settings. Position the box in any chart corner. Inspired by Kristjan Qullamägi (Qullamaggie), who uses ADR to filter strong movers and size stop-losses (stops should generally be ≤ 1×ADR).
Pine Script® indicator
by ashishnandi85
Kalman Sigmoid Z-score | SurgeQuantTitle: Kalman Sigmoid Z-score Indicator The Kalman Sigmoid Z-score indicator is a sophisticated tool designed to identify market momentum and potential trend changes using a combination of Kalman filtering, sigmoid-weighted averaging, and Z-score calculations. By processing price data through a Kalman filter and applying adaptive sigmoid weighting, this indicator provides clear visual signals for bullish and bearish market conditions. The Z-score output and price bars are dynamically colored to highlight momentum shifts, aiding traders in identifying potential trading opportunities. How It Works Kalman Filter Calculation Computes a smoothed price series using a Kalman filter based on a user-selected price source (Close, High, Low, or Open) with configurable parameters for process noise, measurement noise, and filter order (default: 3). The Kalman filter reduces noise in the price data, providing a stable foundation for further analysis. Sigmoid-Weighted Averaging Applies a sigmoid function to calculate adaptive weights based on price comparisons over a user-defined lookback period (default: 10). Weights are adjusted dynamically using a volatility ratio (standard deviation over ATR) to account for market conditions, enhancing signal reliability. Z-score Calculation Calculates the Z-score of the Kalman-filtered price relative to a sigmoid-weighted moving average over a user-defined period (default: 20). Bullish Signal: Triggered when the Z-score crosses above 0, indicating potential upward momentum. Bearish Signal: Triggered when the Z-score crosses below 0, indicating potential downward momentum. Visual Representation The indicator provides a clear and customizable visual interface: Z-score Histogram: Displayed as colored columns, with distinct colors for bullish (Z-score > 0) and bearish (Z-score < 0) conditions. Bright green (#4DFFBE) for rising Z-score above 0. Light green (#56DFCF) for falling Z-score above 0. Dark purple (#AE75DA) for falling Z-score below 0. Light purple (#4D2D8C) for rising Z-score below 0. Price Bar Coloring: Synchronizes with the Z-score colors to reflect momentum on the main chart. Reference Line: A zero line is plotted on the Z-score panel for easy reference. Customization & Parameters The Kalman Sigmoid Z-score indicator offers flexible parameters to suit various trading styles: Source: Select the input price (default: Close; options: Close, High, Low, Open). Lookback Period: Set the period for sigmoid weight calculations (default: 10). Volatility Period: Adjust the period for volatility ratio calculation (default: 30). Base Steepness: Control the sigmoid function’s sensitivity (default: 5). Base Midpoint: Set the sigmoid function’s midpoint (default: 0.01). Z-score Period: Define the period for Z-score calculation (default: 20). Kalman Parameters: Process Noise (default: 0.01). Measurement Noise (default: 3). Filter Order (default: 3). Color Settings: Predefined colors with distinct shades for bullish and bearish states, ensuring clear visual differentiation. Trading Applications This indicator is versatile and can be applied across various markets and strategies: Momentum Trading: Highlights strong bullish or bearish momentum for potential entry or exit points based on Z-score crossings. Trend Confirmation: Use bar coloring to confirm Z-score signals with price action on the main chart. Reversal Detection: Identify potential reversals when the Z-score crosses the zero line. Scalping and Swing Trading: Adjust parameters (e.g., lookback, Z-score period) to suit short-term or longer-term strategies. Final Note The Kalman Sigmoid Z-score indicator is a powerful tool for traders seeking to leverage advanced filtering and statistical analysis for momentum and trend-based opportunities. Its combination of Kalman-filtered price smoothing, sigmoid-weighted averaging, dynamic Z-score signals, and synchronized bar coloring offers a robust framework for informed trading decisions. As with all indicators, backtest thoroughly and integrate into a comprehensive trading strategy for optimal results. This indicator is provided for educational and informational purposes and should not be considered financial advice.
Pine Script® indicator
by SurgeQuant