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HeatCandleHeatCandle - AOC Indicator ✨ Features 📊 Heat-Map Candles: Colors candles based on the price’s deviation from a Triangular Moving Average (TMA), creating a heat-map effect to visualize price zones. 📏 Zone-Based Coloring: Assigns colors to 20 distinct zones (Z0 to Z19) based on the percentage distance from the TMA, with customizable thresholds. ⚙️ Timeframe-Specific Zones: Tailored zone thresholds for 1-minute, 5-minute, 15-minute, 30-minute, 1-hour, and 4-hour timeframes for precise analysis. 🎨 Customizable Visuals: Gradient color scheme from deep blue (oversold) to red (overbought) for intuitive price movement interpretation. 🛠️ Adjustable Parameters: Configure TMA length and threshold multiplier to fine-tune sensitivity. 🛠️ How to Use Add to Chart: Apply the "HeatCandle - AOC" indicator on TradingView. Configure Inputs: TMA Length: Set the period for the Triangular Moving Average (default: 150). Threshold Multiplier: Adjust the multiplier to scale zone sensitivity (default: 1.0). Analyze: Observe colored candles on the chart, where colors indicate the price’s deviation from the TMA: Dark blue (Z0) indicates strong oversold conditions. Red (Z19) signals strong overbought conditions. Track Trends: Use the color zones to identify potential reversals, breakouts, or trend strength based on price distance from the TMA. 🎯 Why Use It? Visual Clarity: The heat-map candle coloring simplifies identifying overbought/oversold conditions at a glance. Timeframe Flexibility: Zone thresholds adapt to the selected timeframe, ensuring relevance across short and long-term trading. Customizable Sensitivity: Adjust TMA length and multiplier to match your trading style or market conditions. Versatile Analysis: Ideal for scalping, swing trading, or trend analysis when combined with other indicators. 📝 Notes Ensure sufficient historical data for accurate TMA calculations, especially with longer lengths. The indicator is most effective on volatile markets where price deviations are significant. Pair with momentum indicators (e.g., RSI, MACD) or support/resistance levels for enhanced trading strategies. Happy trading! 🚀📈
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AlchimistOfCrypto tarafından
The Maker StrategyDESCRIPTION The Maker Strategy is a trend-following system built around exponential moving averages (EMAs). By analyzing the alignment of multiple EMAs, the strategy identifies strong bullish or bearish momentum and generates precise entry signals. This method is designed to capture sustained trends while filtering out sideways or noisy market conditions. USER INPUTS : • EMA 1 Length (Default: 30) • EMA 2 Length (Default: 35) • EMA 3 Length (Default: 40) • EMA 4 Length (Default: 45) • EMA 5 Length (Default: 50) • EMA 6 Length (Default: 60) LONG CONDITION : A long signal is triggered when all EMAs are perfectly aligned in ascending order: EMA1 > EMA2 > EMA3 > EMA4 > EMA5 > EMA6 SHORT CONDITION : A short signal is triggered when all EMAs are perfectly aligned in descending order: EMA1 < EMA2 < EMA3 < EMA4 < EMA5 < EMA6 WHY IT IS UNIQUE: Unlike traditional EMA crossover systems that rely on just 2 or 3 moving averages, The Maker Strategy uses 6 EMAs in sequence. This ensures that trades are only taken when there is clear and strong market momentum. The approach minimizes false signals in ranging markets and focuses on capturing trends with higher probability setups. HOW USER CAN BENEFIT FROM IT : • Clear entry alerts for both long and short positions. • Visual confirmation through candle coloring and EMA band fills. • Works on multiple timeframes and instruments (stocks, forex, crypto, indices). • Helps traders stay on the right side of the trend while avoiding whipsaws. • A simple yet effective tool for those who want a disciplined, rules-based strategy.
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Shivam_Mandrai tarafından
2
Deviation Rate Crash SignalDescription This indicator provides entry signals for contrarian trades that aim to capture rebounds after sharp declines, such as during market crashes. A signal is triggered when the deviation rate from the 25-day moving average falls below -25% (default setting). On the chart, a red circle is displayed below the candlestick to indicate the signal. Backtest (2000–2024, Nikkei 225 stocks): Win rate: 64.73% Payoff ratio: 1.141 Probability of ruin: 0.0% (with proper risk control) Trading Rules (Long only): Entry: Market buy at next day’s open when the closing price is 25% or more below the 25-day MA. Exit: Market sell at next day’s open when: The closing price is 10% above the entry price (take profit), or The closing price is 10% below the entry price (stop loss), or 40 days have passed since entry. Notes: This indicator is tuned for crisis periods (e.g., 2008 Lehman Shock, 2011 Great East Japan Earthquake, 2020 COVID-19 crash, 2024 Yen carry trade reversal). In normal market conditions, signals will be rare. Pine Screener BETA Support: Add this indicator to your favorites and scan with long condition = true. Screener results display both the MA deviation rate and current price. When multiple signals occur, use the deviation rate as a reference to prioritize setups. 説明 このインジケーターは、暴落時など短期間で急落した銘柄のリバウンドを狙う逆張りトレードのエントリーシグナルを提供します。 25日移動平均線からの乖離率が -25% を下回ったときにシグナルが点灯します（初期設定）。シグナルはメインチャートのローソク足の下に赤い丸印で表示されます。 バックテスト結果（2000～2024年、日経225銘柄）: 勝率: 64.73% ペイオフレシオ: 1.141 破産確率: 0.0%（適切なリスク管理を行った場合） トレードルール（買いのみ）: エントリー: 終値が25日移動平均線から25%以上下方乖離した場合、翌日の寄り付きで成行買い。 手仕舞い: 翌日の寄り付きで成行売り（以下のいずれかの条件を満たした場合） 終値が買値より10%以上上昇（利確） 終値が買値より10%以上下落（損切り） エントリーから40日経過 注意点: このインジケーターは、2008年リーマンショック、2011年東日本大震災、2020年コロナショック、2024年円キャリートレード巻き戻しショックなど、危機的局面で効果を発揮するように調整されています。 通常の相場ではシグナルはほとんど出現しません。 Pine Screener BETA 対応: このインジケーターをお気に入り登録し、long condition = true をフィルター条件にしてスキャンしてください。 スクリーナー結果には移動平均乖離率と現在値が表示されます。 シグナルが同時に多数出現した場合は、移動平均乖離率を参考に優先順位をつけてください。
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fightpm tarafından
EMA Cross By Crypto collective Xეს ინდიკატორი გაძლევთ საშუალებას ნახოთ ყველაზე პოპულარული EMA წყვილები ერთ გრაფიკზე: EMA 9/21 EMA 20/50 EMA 50/200 EMA 100/200 და საკუთარი, მომხმარებლის მიერ შერჩეული Custom წყვილი. 👉 თითოეულ წყვილს შეგიძლია ჩართო/გამორთო ინდიკატორის პარამეტრებიდან. 👉 შესაძლებელია ფერების შეცვლა, ასევე სურვილის შემთხვევაში EMA-ების higher timeframe-ზე გამოტანა (მაგ. 1D EMA 4H გრაფიკზე). ეს ინსტრუმენტი განსაკუთრებით გამოსადეგია: ტრენდების დადგენისთვის გრძელვადიანი და მოკლევადიანი გადაკვეთების შესადარებლად საკუთარი სტრატეგიის ტესტირებისთვის This indicator lets you plot and compare the most commonly used EMA pairs on a single chart: EMA 9/21 EMA 20/50 EMA 50/200 EMA 100/200 plus a fully customizable user-defined EMA pair. 👉 Each pair can be toggled on/off from the settings. 👉 Colors are customizable, and you can optionally display EMAs from a higher timeframe (e.g., show Daily EMAs on a 4H chart). This tool is especially useful for: Trend confirmation Comparing short-term vs. long-term crosses Backtesting your own strategies
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giorgip tarafından
Ramen & OJ V1Ramen & OJ V1 — Strategy Overview Ramen & OJ V1 is a mechanical price-action system built around two entry archetypes—Engulfing and Momentum—with trend gates, session controls, risk rails, and optional interval take-profits. It’s designed to behave the same way you’d trade it manually: wait for a qualified impulse, enter with discipline (optionally on a measured retracement), and manage the position with clear, rules-based exits. Core Idea (What the engine does) At its heart, the strategy looks for a decisive candle, then trades in alignment with your defined trend gates and flattens when that bias is no longer valid. Entry Candle Type Engulfing: The body of the current candle swallows the prior candle’s body (classic momentum shift). Momentum: A simple directional body (close > open for longs, close < open for shorts). Body Filter (lookback): Optional guard that requires the current body to be at least as large as the max body from the last N bars. This keeps you from chasing weak signals. Primary MA (Entry/Exit Role): Gate (optional): Require price to be above the Primary MA for longs / below for shorts. Exit (always): Base exit occurs when price closes back across the Primary MA against your position. Longs: qualifying bullish candle + pass all enabled filters. Shorts: mirror logic. Entries (Impulse vs. Pullback) You choose how aggressive to be: Market/Bars-Close Entry: Fire on the bar that confirms the signal (respecting filters and sessions). Retracement Entry (optional): Instead of chasing the close, place a limit around a configurable % of the signal candle’s range (e.g., 50%). This buys the dip/sells the pop with structure, often improving average entry and risk. Flip logic is handled: when an opposite, fully-qualified signal appears while in a position, the strategy closes first and then opens the new direction per rules. Exits & Trade Management Primary Exit: Price closing back across the Primary MA against your position. Interval Take-Profit (optional): Pre-Placed (native): Automatically lays out laddered limit targets every X ticks with OCO behavior. Each rung can carry its own stop (per-rung risk). Clean, broker-like behavior in backtests. Manual (legacy): Closes slices as price steps through the ladder levels intrabar. Useful for platforms/brokers that need incremental closes rather than bracketed OCOs. Per-Trade Stop: Choose ticks or dollars, and whether the $ stop is per position or per contract. When pre-placed TP is on, each rung uses a coordinated OCO stop; otherwise a single hard stop is attached. Risk Rails (Session P&L Controls) Session Soft Lock: When a session profit target or loss limit is hit, the strategy stops taking new trades but does not force-close open positions. Session Hard Lock: On reaching your session P&L limit, all orders are canceled and the strategy flattens immediately. No new orders until the next session. These rails help keep good days good and bad days survivable. Filters & How They Work Together 1) Trend & Bias Primary MA Gate (optional): Only long above / only short below. This keeps signals aligned with your primary bias. Primary MA Slope Filter (optional): Require a minimum up/down slope (in degrees over a defined bar span). It’s a simple way to force impulse alignment—green light only when the MA is actually moving up for longs (or down for shorts). Secondary MA Filter (optional): An additional trend gate (SMA/EMA, often a 200). Price must be on the correct side of this higher-timeframe proxy to trade. Great for avoiding countertrend picks. How to combine: Use Secondary MA as the “big picture” bias, Primary MA gate as your local regime check, and Slope to ensure momentum in that regime. That three-layer stack cuts a lot of chop. 2) Volatility/Exhaustion CCI Dead Zone Filter (optional): Trades only when CCI is inside a specified band (default ±200). This avoids entries when price is extremely stretched; think of it as a no-chase rule. TTM Squeeze Filter (optional): When enabled, the strategy avoids entries during a squeeze (Bollinger Bands inside Keltner Channels). You’re effectively waiting for the release, not the compression itself. This plays nicely with momentum entries and the slope gate. How to combine: If you want only the clean breaks, enable Slope + Squeeze; if you want structure but fewer chases, add CCI Dead Zone. You’ll filter out a lot of low-quality “wiggle” trades. 3) Time & Market Calendar Sessions: Up to two session windows (America/Chicago by default), with background highlights. Good-Till-Close (GTC): When ON, trades can close outside the session window; when OFF, all positions are flattened at session end and pending orders canceled. Market-Day Filters: Skip US listed holidays and known non-full Globex days (e.g., Black Friday, certain eves). Cleaner logs and fewer backtest artifacts. How to combine: Run your A-setup window (e.g., cash open hour) with GTC ON if you want exits to obey system rules even after the window, or GTC OFF if you want the book flat at the bell, no exceptions. Practical Profiles (mix-and-match presets) Trend Rider: Primary MA gate ON, Slope filter ON, Secondary MA ON, Retracement ON (50%). Goal: Only take momentum that’s already moving, buy the dip/sell the pop back into trend. Structure-First Pullback: Primary MA gate ON, Secondary MA ON, CCI Dead Zone ON, Retracement 38–62%. Goal: Filter extremes, use measured pullbacks for better R:R. Break-Only Mode: Slope ON + Squeeze filter ON (avoid compression), Body filter ON with short lookback. Goal: Only catch clean post-compression impulses. Session Scalper: Tight session window, GTC OFF, Interval TP ON (small slices, short rungs), per-trade tick stop. Goal: Quick hits in a well-defined window, always flat after. Automation Notes The system is built with intrabar awareness (calc_on_every_tick=true) and supports bracket-style behavior via pre-placed interval TP rungs. For webhook automation (e.g., TradersPost), keep chart(s) open and ensure alerts are tied to your order events or signal conditions as implemented in your alert templates. Always validate live routing with a small-size shakedown before scaling. Tips, Caveats & Good Hygiene Intrabar vs. Close: Backtests can fill intrabar where your broker might not. The pre-placed mode helps emulate OCO behavior but still depends on feed granularity. Slippage & Fees: Set realistic slippage/commission in Strategy Properties to avoid fantasy equity curves. Session Consistency: Use the correct timezone and verify that your broker’s session aligns with your chart session settings. Don’t Over-stack Filters: More filters ≠ better performance. Start with trend gates, then add one volatility filter if needed. Disclosure This script is for educational purposes only and is not financial advice. Markets carry risk; only trade capital you can afford to lose. Test thoroughly on replay and paper before using any automated routing. TL;DR Identify a decisive candle → pass trend/vol filters → (optionally) pull back to a measured limit → scale out on pre-planned rungs → exit on Primary MA break or session rule. Clear, mechanical, repeatable.
Pine Script® stratejisi
TheSawce23 tarafından
EMA / WMA RibbonMomentum Flow Ribbon Unlock a clear, visual edge in identifying short-term momentum shifts with the Momentum Flow Ribbon. This indicator was born from a simple yet powerful concept: to visually represent the dynamic relationship between a fast-reacting Exponential Moving Average (EMA) and the smoother, more methodical Wilder's Moving Average (WMA). While both moving averages use the same length, their unique calculation methods cause them to separate and cross, creating a "ribbon" that provides an immediate and intuitive gauge of market momentum. This tool is designed for the disciplined trader who values clean charts and actionable signals, helping you to execute your strategies with greater confidence and precision. How It Works The script plots an EMA and a Wilder's Moving Average (referred to as rma in Pine Script) of the same length. The space between these two lines is then filled with a colored ribbon: Bullish Green/Teal: The ribbon turns bullish when the faster EMA crosses above the slower Wilder's MA, indicating that short-term momentum is strengthening to the upside. Bearish Red: The ribbon turns bearish when the EMA crosses below the Wilder's MA, signaling that short-term momentum is shifting to the downside. The inherent "lag" of the Wilder's MA, a feature designed by J. Welles Wilder Jr. himself, acts as a steady baseline against which the more sensitive EMA can be measured. The result is a simple, zero-lag visual that filters out insignificant noise and highlights meaningful changes in trend direction. Key Features Customizable Length and Source: Easily adjust the moving average length and price source (close, hl2, etc.) to fit your specific trading style and the instrument you are trading, from futures like MES and MNQ to cryptocurrencies and forex. Customizable Colors: Tailor the ribbon's bullish and bearish colors to match your personal chart aesthetic. Built-in Alerts: The script includes pre-configured alerts for both bullish (EMA crosses above WMA) and bearish (EMA crosses below WMA) signals. Never miss a potential momentum shift again. Clean & Lightweight: No clutter. Just a simple, effective ribbon that integrates seamlessly into any trading system. Practical Application for the Discerning Trader For a futures trader, timing is everything. This ribbon is not just another indicator; it's a tool for confirmation. Imagine you've identified a key level—a Volume Profile POC, the previous day's low, or a critical accumulation zone. As price approaches this level pre-London session, you're watching for a sign of institutional activity. A flip in the ribbon's color at that precise moment can provide the powerful confirmation you need to enter a trade, trusting that you are aligning with the building liquidity and momentum heading into the New York open. This is a tool for those who aspire to greatness in their trading—who understand that the edge is found not in complexity, but in the flawless execution of a simple, well-defined plan. Add the Momentum Flow Ribbon to your chart and start seeing momentum in a clearer light.
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rick84etter tarafından
Double_B Standard.verFinal Combo: BB + Custom SMAs + Dual-Pierce + Session Box This indicator combines multiple technical tools into a single script for more efficient chart analysis: Customizable Bollinger Bands • Two sets of Bollinger Bands: (4,4) and (20,2) • User can adjust colors, transparency, and line width for each band. • Middle line of the (20,2) band included. Custom Simple Moving Averages (SMAs) • Up to five user-defined SMAs with adjustable lengths and colors. • Provides flexibility to match personal trading strategies. Dual-Pierce Detection • Highlights when price simultaneously pierces both the (4,4) and (20,2) Bollinger Bands. • Upper and Lower pierce events are marked for easy identification. Session Box (Time Range High/Low) • Automatically draws a box showing the high and low of a selected session period (e.g., 07:00 to 05:00 next day). • Box border and background colors can be customized separately. • Helps visualize daily or custom trading sessions.
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badljh123 tarafından
Adaptive Gap Bands - DolphinTradeBot1️⃣ Overview Adaptive Gap Bands is a momentum indicator that measures the percentage difference between fast and slow moving averages. This helps identify potential overbought or oversold zones. The goal is to analyze “gap” behaviors within a trend and generate clearer entry–exit signals. Since the bands are anchored to the slow moving average, they are more sensitive to the trend direction, making signals stronger in line with the prevailing trend. 📌 Signals do not repaint — once confirmed, they remain fixed on the chart. 2️⃣ How It Works ? The indicator tracks the distance between fast and slow MAs. The indicator measures the percentage gap between the fast and slow moving averages, relative to the slow MA. Each time the gap reaches a new extreme during a swing, that value is stored. When the averages cross, the stored values from the last N swings (defined by Swing Count) are collected. These gap values are then averaged to create a smoother and more adaptive reference. The bands are built by multiplying this average gap with the % Multiplier and projecting it around the slow MA. 3️⃣ How to Use It ? Add the script to your chart. Green label → potential Long signal. Red label → potential Short signal. Signals often appear when price moves outside the adaptive bands, showing extreme momentum. Can also be used as a reference tool in manual trades to set profit/loss expectations. By comparing upward vs. downward gaps, it can help analyze and confirm the dominant trend direction. 4️⃣⚙️ Settings Swing Count → Number of past swings considered. % Multiplier → Adjusts band width (narrower or wider). MA Lengths & Types → Choose fast and slow moving averages (EMA, SMA, RMA, etc.).
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DolphinTradeBot tarafından
Ratios -> PROFABIGHI_CAPITAL🌟 Overview This Ratios → PROFABIGHI_CAPITAL implements a comprehensive risk-adjusted performance analysis framework combining Sharpe, Sortino, and Omega ratios for superior portfolio evaluation and trading signal generation. It provides Triple-ratio calculation engine with Sharpe volatility analysis, Sortino downside deviation measurement, and Omega probability-weighted performance assessment , Advanced smoothing system using EMA filtering for noise reduction and signal clarity , Dynamic threshold-based color coding with configurable strong and weak performance levels , and Configurable annualization framework supporting different market types and trading frequencies for institutional-grade risk management. 🔧 Advanced Risk-Adjusted Analysis Framework Professional triple-ratio system integrating three distinct risk-adjusted performance methodologies for comprehensive portfolio evaluation Source Selection Architecture enabling close, high, low, or other price inputs for flexible ratio calculation adaptation Calculation Period Management with adjustable lookback periods balancing statistical significance versus market responsiveness EMA Smoothing Integration reducing market noise while preserving important performance trends for enhanced decision-making accuracy Grouped Parameter Organization separating general settings, Sharpe parameters, Sortino configuration, and Omega controls for streamlined optimization Configurable Annualization Factor supporting different market types with customizable days-per-year calculation for accurate performance scaling 📊 Sharpe Ratio Implementation Engine Risk-Free Rate Configuration providing adjustable annual risk-free rate for excess return calculation over benchmark performance Volatility-Adjusted Performance measuring excess return per unit of total risk using standard deviation methodology Strong/Weak Threshold Management offering configurable performance levels for signal generation and visual classification Mathematical Precision Framework implementing proper annualization scaling with square root adjustment for volatility normalization Zero-Division Protection ensuring continuous calculation through proper handling of zero volatility conditions Periodic Return Calculation using bar-to-bar percentage changes for accurate return measurement across different timeframes 📈 Sortino Ratio Advanced Framework Downside Deviation Focus measuring risk-adjusted performance using only negative deviations below risk-free threshold Sophisticated Downside Calculation implementing loop-based accumulation of squared negative deviations for precise downside risk measurement Risk-Free Rate Integration supporting independent risk-free rate configuration for Sortino-specific benchmark setting Downside Risk Isolation excluding upward volatility from risk calculation for more accurate downside risk assessment Mean Downside Deviation calculating average squared downside deviations with proper mathematical normalization Square Root Scaling applying proper mathematical transformation for downside deviation with annualization adjustment ⚙️ Omega Ratio Probability Framework Target Return Configuration enabling customizable annual target return threshold for gain-loss probability analysis Cumulative Gain Calculation measuring total returns above target threshold through iterative accumulation methodology Cumulative Loss Measurement calculating total shortfalls below target threshold for comprehensive downside assessment Probability-Weighted Analysis implementing gains-to-losses ratio for probability-based performance evaluation Target Return Conversion transforming annual target returns to periodic equivalents for accurate threshold comparison Null Value Handling managing mathematical edge cases when no losses occur through proper validation logic 🔄 Advanced Smoothing Implementation Triple-Ratio EMA Smoothing applying Exponential Moving Average filtering to all three ratios for enhanced signal clarity Configurable Smoothing Period balancing signal responsiveness versus noise reduction through adjustable EMA length Null Value Protection ensuring continuous smoothing through proper handling of undefined raw ratio values Omega Ratio Special Handling using zero fallback for undefined Omega values to maintain continuous EMA calculation Signal Persistence Enhancement reducing false signals while preserving important trend changes through mathematical smoothing Real-Time Smoothing Updates providing current smoothed values for immediate performance assessment and signal generation 🎨 Dynamic Visualization Framework Threshold-Based Color Coding using green for strong performance above threshold, red for weak performance below threshold, and gray for neutral zones Sharpe Ratio Visualization displaying green/red/gray coloring based on smoothed values relative to strong and weak threshold lines Sortino Ratio Display implementing blue for strong performance, yellow for weak performance, and gray for neutral conditions Omega Ratio Presentation using orange for strong performance, purple for weak performance, and gray for intermediate levels Multi-Line Plot System presenting all three smoothed ratios simultaneously with distinct colors and line weights Reference Line Framework displaying horizontal dashed lines for strong and weak thresholds with color-coded identification 🔍 Mathematical Precision Implementation Accurate Return Calculation using proper percentage change methodology for consistent return measurement Annualization Scaling implementing correct mathematical formulations for time-period adjustment with square root factors Statistical Validation ensuring mathematical accuracy through proper mean and standard deviation calculations Loop-Based Calculations using efficient iteration for downside deviation and Omega ratio cumulative calculations Error Prevention Framework incorporating comprehensive validation for zero division and undefined value conditions Precision Maintenance preserving calculation accuracy across different smoothing periods and market conditions 📋 Performance Analysis Applications Risk-Adjusted Signal Generation using threshold crossovers for entry and exit signal identification across all three ratios Portfolio Performance Ranking comparing multiple assets or strategies using standardized risk-adjusted performance metrics Market Regime Detection identifying favorable and unfavorable market conditions through ratio trend analysis Strategy Optimization evaluating trading strategy performance using multiple risk-adjusted methodologies simultaneously Drawdown Analysis Enhancement utilizing Sortino ratio focus on downside risk for better drawdown assessment Probability-Based Decision Making leveraging Omega ratio gain-loss probability analysis for position sizing and risk management ✅ Key Takeaways Comprehensive triple-ratio framework combining Sharpe volatility analysis, Sortino downside focus, and Omega probability-weighted assessment for complete risk-adjusted evaluation Advanced smoothing implementation using EMA filtering for noise reduction while preserving important performance trends and signal clarity Dynamic threshold-based visualization with color-coded performance states enabling immediate identification of strong, weak, and neutral conditions Mathematical precision implementation using proper statistical formulations with comprehensive error handling and edge case management Configurable parameter framework supporting different market types through adjustable annualization factors and independent threshold settings Professional visualization system with multi-colored ratio lines and reference threshold displays for institutional-grade performance analysis Flexible calculation periods enabling adaptation to different trading styles and market analysis requirements for versatile risk management applications
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PROFABIGHI_CAPITAL tarafından