Mulakan

Moving Averages

Logarithmic Moving Average (LMA) [QuantAlgo]🟢 Overview The Logarithmic Moving Average (LMA) uses advanced logarithmic weighting to create a dynamic trend-following indicator that prioritizes recent price action while maintaining statistical significance. Unlike traditional moving averages that use linear or exponential weights, this indicator employs logarithmic decay functions to create a more sophisticated price averaging system that adapts to market volatility and momentum conditions. The indicator displays a smoothed signal line that oscillates around zero, with positive values indicating bullish momentum and negative values indicating bearish momentum. The signal incorporates trend quality assessment, momentum confirmation, and multiple filtering mechanisms to help traders and investors identify trend continuation and reversal opportunities across different timeframes and asset classes. 🟢 How It Works The indicator's core innovation lies in its logarithmic weighting system, where weights are calculated using the formula: w = 1.0 / math.pow(math.log(i + steepness), 2) The steepness parameter controls how aggressively recent data is prioritized over historical data, creating a dynamic weight decay that can be fine-tuned for different trading styles. This logarithmic approach provides more nuanced weight distribution compared to exponential moving averages, offering better responsiveness while maintaining stability. The LMA calculation combines multiple sophisticated components. First, it calculates the logarithmic weighted average of closing prices. Then it measures the slope of this average over a 10-period lookback: lmaSlope = (lma - lma ) / lma * 100 The system also incorporates trend quality assessment using R-squared correlation analysis of log-transformed prices, measuring how well the price data fits a linear trend model over the specified period. The final signal generation uses the formula: signal = lmaSlope * (0.5 + rSquared * 0.5) which combines the LMA slope with trend quality weighting. When momentum confirmation is enabled, the indicator calculates annualized log-return momentum and applies a multiplier when the momentum direction aligns with the signal direction, strengthening confirmed signals while filtering out weak or counter-trend movements. 🟢 How to Use 1. Signal Interpretation and Threshold Zones Positive Values (Above Zero): LMA slope indicating bullish momentum with upward price trajectory relative to logarithmic baseline Negative Values (Below Zero): LMA slope indicating bearish momentum with downward price trajectory relative to logarithmic baseline Zero Line Crosses: Signal transitions between bullish and bearish regimes, indicating potential trend changes Long Entry Threshold Zone: Area above positive threshold (default 0.5) indicating confirmed bullish signals suitable for long positions Short Entry Threshold Zone: Area below negative threshold (default -0.5) indicating confirmed bearish signals suitable for short positions Extreme Values: Signals exceeding ±1.0 represent strong momentum conditions with higher probability of continuation 2. Momentum Confirmation and Visual Analysis Signal Color Intensity: Gradient coloring shows signal strength, with brighter colors indicating stronger momentum Bar Coloring: Optional price bar coloring matches signal direction for quick visual trend identification Position Labels: Real-time position classification (Bullish/Bearish/Neutral) displayed on the latest bar Momentum Weight Factor: When short-term log-return momentum aligns with LMA signal direction, the signal receives additional weight confirmation Trend Quality Component: R-squared values weight the signal strength, with higher correlation indicating more reliable trend conditions 3. Examples: Preconfigured Settings Default: Universally applicable configuration balanced for medium-term investing and general trading across multiple timeframes and asset classes. Scalping: Highly responsive setup with shorter period and higher steepness for ultra-short-term trades on 1-15 minute charts, optimized for quick momentum shifts. Swing Trading: Extended period with moderate steepness and increased smoothing for multi-day positions, designed to filter noise while capturing larger price swings on 1-4 hour and daily charts. Trend Following: Maximum smoothing with lower steepness for established trend identification, generating fewer but more reliable signals optimal for daily and weekly timeframes. Mean Reversion: Shorter period with high steepness for counter-trend strategies, more sensitive to extreme moves and reversal opportunities in ranging market conditions.
Penunjuk Pine Script®
oleh QuantAlgo
GCM Bull Bear RiderGCM Bull Bear Rider (GCM BBR) Your Ultimate Trend-Riding Companion GCM Bull Bear Rider is a comprehensive, all-in-one trend analysis tool designed to eliminate guesswork and provide a crystal-clear view of market direction. By leveraging a highly responsive Jurik Moving Average (JMA), this indicator not only identifies bullish and bearish trends with precision but also tracks their performance in real-time, helping you ride the waves of momentum from start to finish. Whether you are a scalper, day trader, or swing trader, the GCM BBR adapts to your style, offering a clean, intuitive, and powerful visual guide to the market's pulse. Key Features JMA-Powered Trend Lines (UTPL & DTPL): The core of the indicator. A green "Up Trend Period Line" (UTPL) appears when the JMA's slope turns positive (buyers are in control), and a red "Down Trend Period Line" (DTPL) appears when the slope turns negative (sellers are in control). The JMA is used for its low lag and superior smoothing, giving you timely and reliable trend signals. Live Profit Tracking Labels: This is the standout feature. As soon as a trend period begins, a label appears showing the real-time profit (P:) from the trend's starting price. This label moves with the trend, giving you instant feedback on its performance and helping you make informed trade management decisions. Historical Performance Analysis: The profit labels remain on the chart for completed trends, allowing you to instantly review past performance. See at a glance which trends were profitable and which were not, aiding in strategy refinement and backtesting. Automatic Chart Decluttering: To keep your chart clean and focused on significant moves, the indicator automatically removes the historical profit label for any trend that fails to achieve a minimum profit threshold (default is 0.5 points). Dual-Ribbon Momentum System: JMA / Short EMA Ribbon: Visualizes short-term momentum. A green fill indicates immediate bullish strength, while a red fill shows bearish pressure. Short EMA / Long EMA Ribbon: Acts as a long-term trend filter, providing broader market context for your decisions. "GCM Hunt" Entry Signals: The indicator includes optional pullback entry signals (green and red triangles). These appear when the price pulls back to a key moving average and then recovers in the direction of the primary trend, offering high-probability entry opportunities. How to Use Identify the Trend: Look for the appearance of a solid green line (UTPL) for a bullish bias or a solid red line (DTPL) for a bearish bias. Use the wider EMA ribbon for macro trend confirmation. Time Your Entry: For aggressive entries, you can enter as soon as a new trend line appears. For more conservative entries, wait for a "GCM Hunt" triangle signal, which confirms a successful pullback. Ride the Trend & Manage Your Trade: The moving profit label (P:) is your guide. As long as the trend line continues and the profit is increasing, you can confidently stay in the trade. A flattening JMA or a decreasing profit value can signal that the trend is losing steam. Focus Your Strategy: Use the Display Mode setting to switch between "Buyers Only," "Sellers Only," or both. This allows you to completely hide opposing signals and focus solely on long or short opportunities. Core Settings Display Mode: The master switch. Choose to see visuals for "Buyers & Sellers," "Buyers Only," or "Sellers Only." JMA Settings (Length, Phase): Fine-tune the responsiveness of the core JMA engine. EMA Settings (Long, Short): Adjust the lengths of the moving averages that define the ribbons and "Hunt" signals. Label Offset (ATR Multiplier): Customize the gap between the trend lines and the profit labels to avoid overlap with candles. Filters (EMA, RSI, ATR, Strong Candle): Enable or disable various confirmation filters to strengthen the "Hunt" entry signals according to your risk tolerance. Add the GCM Bull Bear Rider to your chart today and transform the way you see and trade the trend! ENJOY
Penunjuk Pine Script®
oleh uniGram
Volume bar range# Volume Bar Range (VBR) Indicator ## Overview The Volume Bar Range indicator identifies key support and resistance levels based on high-volume price bars. It creates a visual range that represents significant price levels where the market has shown strong interest through volume confirmation. ## Features ### Visual Range Display - **Blue/Aqua Area**: Shows the price range of the highest volume bar within the lookback period - **Dynamic Color**: The fill color changes to indicate whether the range is stable (aqua) or newly updated (white) - **Boundary Lines**: Invisible white lines mark the upper and lower boundaries of the range ### Trading Signals - **BUY Signal**: Blue upward arrow appears when price breaks above the resistance level with volume confirmation - **SELL Signal**: Black downward arrow appears when price breaks below the support level with volume confirmation ## How to Use ### Setup 1. Apply the indicator to any chart 2. The indicator automatically identifies the highest volume bar in the last 55 periods 3. The price range of this high-volume bar becomes your support/resistance zone ### Trading Strategy - **Range Trading**: Trade within the identified support/resistance range - **Breakout Trading**: Enter positions when price breaks above resistance (BUY) or below support (SELL) - **Volume Confirmation**: Only take signals when current volume exceeds the 21-period average ### Signal Interpretation - **BUY Signal**: Price closes above the resistance level with above-average volume - **SELL Signal**: Price closes below the support level with above-average volume - **No Signal**: Price remains within the range or volume is insufficient ## Key Parameters - **Lookback Period**: 55 bars (automatically identifies the highest volume bar) - **Volume MA**: 21-period simple moving average for volume confirmation - **Signal Size**: Tiny markers to avoid chart clutter ## Best Practices - Use on multiple timeframes for confirmation - Combine with other technical indicators for stronger signals - Pay attention to the color changes in the range area - Consider market context and overall trend direction ## Ideal Markets - Works well on liquid markets with consistent volume patterns - Effective on stocks, forex, and crypto markets - Best suited for swing trading and medium-term analysis This indicator is particularly useful for traders who rely on volume analysis and want to identify key price levels where the market has shown significant interest.
Penunjuk Pine Script®
oleh pandorid
2
Omega Market Mood Meter [OmegaTools]The Omega Market Mood Meter is a precision-built sentiment oscillator that captures the market’s emotional intensity through a multi-layered RSI system. Designed for traders who seek to align with the market's true behavioral state, it blends momentum readings with a brand-new, rarely-seen innovation: the Sentiment-Weighted Moving Average (WMA-Ω)—a trend filter that dynamically adjusts to the market’s psychological tone. 🧠 Market Mood Oscillator At its core, the Ω 3M oscillator aggregates three RSI-based components: RSI(9) on close — captures short-term tension; RSI(21) on HLC3 — balances medium-term positioning; RSI(50) on HL2 — reflects long-term directional weight. Each input is scaled and weighted to contribute to a final oscillator centered around zero, with ±50 and ±100 acting as key sentiment boundaries. When values exceed ±100, the market is likely reaching emotional extremes—zones that often precede reversals or require caution. Visual features include: Dynamic Background Highlighting: automatically emphasizes extreme sentiment zones. Reference Lines: plotted at ±100, ±50, and 0 for fast sentiment interpretation. 🔥 WMA-Ω: Sentiment-Weighted Moving Average The standout innovation of this tool is the Weighted Market Mood Moving Average, or WMA-Ω—a proprietary calculation that averages price using the absolute value of sentiment as its weighting force. This approach gives greater importance to price during periods of strong emotional conviction (either bullish or bearish), resulting in a context-aware trend filter that reacts only when sentiment truly matters. This technique: Filters noise during low-volatility or indecisive conditions; Enhances reliability by reacting to meaningful sentiment surges; Offers a more psychologically-adjusted trend baseline compared to traditional MAs. Visually: When price is above WMA-Ω, a semi-transparent bullish fill highlights underlying strength; When below, a bearish fill reveals dominant downward sentiment. This feature is unique among public TradingView tools and provides an edge in identifying trend quality with psychological context. ✅ How to Use Extreme Sentiment Zones (±100): Use as contrarian warning zones or signal dampeners. Crosses of WMA-Ω: Treat these as psychological trend confirmations; price above indicates structurally bullish sentiment and vice versa. Range-bound Bias: Between ±50, sentiment may be indecisive; watch for breakout or alignment with WMA-Ω. Advanced Confluence: Combine with other Omega tools (e.g., Ω Bias Forecaster, Ω IV Walls) for powerful regime-based strategies. Omega Market Mood Meter is ideal for discretionary and systematic traders who want a clean, multi-timeframe sentiment readout and a cutting-edge weighted trend engine grounded in market psychology.
Penunjuk Pine Script®
oleh OmegaTools
2
Turtle God Indicator (Đức Anh Trader)Description: The Turtle God Indicator is a minimalist tool that provides quick visual feedback on the latest candle's momentum while remaining compliant with TradingView's visual guidelines. 🔹 The turtle appears only on the latest candle, keeping the chart clean and uncluttered. 🔹 Includes a 14-period Simple Moving Average (SMA) to help track trend direction. 🔹 Ideal for traders who want fun, subtle alerts without distracting overlays or indicators. Inspired by Đức Anh Trader, this playful yet practical indicator is perfect for identifying momentum with a smile. 🐢
Penunjuk Pine Script®
oleh namtranhoang
FinhedgesFinhedges is a professional-grade trend analysis tool designed for precision trading. Built for traders who demand clarity, accuracy, and reliability, this indicator empowers users with real-time market insights while maintaining a clean and user-friendly visual interface. ✅ Key Features: 📈 Advanced Trend Detection: Accurately identifies prevailing market trends to guide directional bias. 🟢🔴 Intelligent Signal System: Displays high-quality Buy and Sell signals optimized for both swing and intraday trading. 🧠 Smart Filtering Logic: Reduces noise and false signals for higher conviction entries. 📊 Customizable Trend Line: Visualizes trend direction clearly across all timeframes. ⏰ Built-in Alerts: Real-time notifications so you never miss a key opportunity. 📋 Optional Market Status Table: Provides a quick overview of trend and price data directly on the chart.
Penunjuk Pine Script®
oleh Finhedges
Normalized EMA Cycle (NEC)Normalized EMA Cycle (NEC) The Normalized EMA Cycle (NEC) is a versatile momentum and trend reversal tool designed to detect high-probability turning points and gauge the strength of price cycles. It combines fast and slow Exponential Moving Averages (EMAs), dynamic normalization, and adaptive transparency to create clear, intuitive reversal signals on the chart. 🔹 How It Works EMA Differencing The NEC calculates the difference between a fast EMA and a slower EMA: Fast EMA Length (default 6) captures short-term momentum. Slow EMA Length (default 16) tracks broader trends. The slope of this difference identifies accelerating or decelerating momentum. Normalization to 0–100 Scale The raw EMA difference is scaled relative to the recent Alpha Period range (default 6 bars). This transforms the value into a normalized oscillator ranging between 0 and 100. A 3-period Hull Moving Average (HMA) smooths this series to reduce noise. Overbought and Oversold Thresholds By default: Overbought Level: 75 Oversold Level: 25 Crossovers of these levels are used to detect potential reversals. Adaptive Alpha Adjustment The normalized value is transformed into an “Alpha Schaff” line, dynamically shifting between price and normalized cycles. This helps the model adjust to different volatility regimes. Trend Reversal Logic Bullish Reversal: Normalized oscillator crosses above the Oversold Level. EMA difference slope is positive. Bearish Reversal: Normalized oscillator crosses below the Overbought Level. EMA difference slope is negative. Additional confirmation comes when price crosses the Alpha Schaff line in the direction of momentum. Dynamic Confidence Visualization The indicator calculates a trend confidence score based on the normalized separation of the EMAs. The transparency of reversal markers dynamically adjusts: Strong trends = more opaque signals Weak trends = more transparent signals 🔹 How to Use ✅ Entries Long Signal: Aqua upward label appears below a bar. Conditions: Bullish reversal or price crossing above Alpha Schaff Normalized slope is rising Short Signal: Fuchsia downward label appears above a bar. Conditions: Bearish reversal or price crossing below Alpha Schaff Normalized slope is falling ✅ Trend Strength The less transparent the signal marker, the more significant the trend. ✅ Customization Use the inputs to fine-tune sensitivity: Shorter EMAs: Faster signals Longer EMAs: Smoother trends Alpha Period: Adjusts the lookback range for normalization 🟢 Best Practices NEC is best used in combination with other trend confirmation tools (e.g., price structure, volume, or higher timeframe EMAs). Avoid relying on signals in extremely low-volume or choppy ranges. ⚠️ Disclaimer This script is intended for educational purposes only and does not constitute financial advice. Trading involves substantial risk, and you should consult your financial advisor before making any investment decisions.
Penunjuk Pine Script®
oleh RWCS_LTD
TRAMA Cross Pivot Points📌 Description: TRAMA Cross Pivot Points This indicator combines the powerful Trend Regularity Adaptive Moving Average (TRAMA) with dynamic pivot point. 🔍 What It Does: Calculates a long-term TRAMA (default length 278) to filter trend direction and smooth volatility. I mostly use the lengths 20, 50, 100, 200, 278, and 314 to mark areas of retest. Detects bullish and bearish price crossovers above and below the TRAMA. Plots real-time pivot levels when a crossover occurs. Draws a dashed horizontal pivot line only at the most recent crossover, keeping your chart clean and focused. Includes alert conditions so you never miss a strategic moment. ⚙️ How It Works: Bullish TRAMA Cross: When price crosses above the TRAMA, the script: Calculates a potential pivot low using DM-style Logic. Plots a green dashed line at that pivot level. Optionally triggers an alert. Bearish TRAMA Cross: When price crosses below the TRAMA: A pivot high is calculated and plotted as a red dashed line. Optional alert lets you know of a possible top. 📈 Pivot Logic: Uses real-time candle data (OHLC) to adjust pivot points dynamically. These pivots can act as potential support/resistance levels or entry zones. 🔔 Alerts: Triggered when price crosses the TRAMA up or down. Ideal for traders looking to enter on structure-based momentum.
Penunjuk Pine Script®
oleh GabrielAmadeusLau
RAHA Strategy - LongThe RAHA Long Strategy is based on a unique average formula called RAHA – an acronym for: Roni's Adjusted Hybrid Average – a formula developed by Aharon Roni Pesach. What is RAHA? This is an adjusted hybrid average that gives different weight to outliers: The extreme values ​​(particularly high or low) receive a lower weight. The calculation is based on the standard deviation and average of the data. This results in a more sensitive but stable average that does not ignore outliers – but rather considers them in proportion. The RAHA Long Strategy identifies a positive trend and enters when clear technical conditions are met, such as an upward slope of RAHA 40, RAHA 10 crossing above RAHA 20, and the absence of a sequence of 3 green candles. Entry is also made in the exceptional case of a green candle below the Bollinger Band. The position size is determined by 1% of the capital divided by the stop. The exit is carried out by a stop below the low, or under additional conditions above the profit target (TP). אסטרטגיית הלונג RAHA מבוססת על נוסחת ממוצע ייחודית בשם RAHA – ראשי תיבות של : Roni's Adjusted Hybrid Average – נוסחה שפיתח אהרון רוני פסח. מהו RAHA? מדובר בממוצע היברידי מתואם המעניק משקל שונה לנתונים חריגים: הערכים הקיצוניים (גבוהים או נמוכים במיוחד) מקבלים משקל נמוך יותר. החישוב מבוסס על סטיית התקן והממוצע של הנתונים. כך מתקבל ממוצע רגיש אך יציב יותר, שאינו מתעלם מהחריגים – אלא מתחשב בהם בפרופורציה. אסטרטגיית הלונג RAHA מזהה מגמה חיובית ומבצעת כניסה כשמתקיימים תנאים טכניים ברורים, כמו שיפוע עולה של RAHA 40, חציית RAHA 10 מעל RAHA 20, והיעדר רצף של 3 נרות ירוקים. הכניסה מבוצעת גם במקרה חריג של נר ירוק מתחת לרצועת בולינגר. גודל הפוזיציה נקבע לפי 1% מההון חלקי הסטופ. היציאה מבוצעת לפי סטופ מתחת לנמוך, או בתנאים נוספים מעל יעד הרווח (TP).
Strategi Pine Script®
oleh RoniPesach
Custom EMA High/Low & SMA - [GSK-VIZAG-AP-INDIA] Custom EMA High/Low & SMA - 1. Overview This indicator overlays a dynamic combination of Exponential Moving Averages (EMA) and Simple Moving Average (SMA) to identify momentum shifts and potential entry/exit zones. It highlights bullish or bearish conditions using color-coded SMA logic and provides visual Buy/Sell signals based on smart crossover and state-based logic. 2. Purpose / Use Case Designed for traders who want to visually identify momentum breakouts, trend reversals, or pullback opportunities, this tool helps: Spot high-probability buy/sell zones Confirm price strength relative to volatility bands (EMA High/Low) Time entries based on clean visual cues It works well in trend-following strategies, particularly in intraday or swing setups across any liquid market (indices, stocks, crypto, etc.). 3. Key Features & Logic ✅ EMA High/Low Channel: Acts as dynamic support/resistance boundaries using 20-period EMAs on high and low prices. ✅ Timeframe-Specific SMA: A 33-period SMA calculated from a user-defined timeframe (default: 10-minute) for flexible multi-timeframe analysis. ✅ Signal Generation: Buy: When SMA drops below EMA Low and close is above EMA High. Sell: When SMA rises above EMA High and price closes below both EMAs. Optionally, signals also fire based on SMA color changes (green = bullish, red = bearish). ✅ Strict or Loose Signal Logic: Choose between precise crossovers or broader state-based conditions. ✅ Debugging Tools: Optional markers for granular insight into condition logic. 4. User Inputs & Settings Input Description EMA High Length Period for EMA of high prices (default: 20) EMA Low Length Period for EMA of low prices (default: 20) SMA Length Period for Simple Moving Average (default: 33) SMA Timeframe Timeframe for SMA (default: “10”) Show Buy/Sell Arrows Enable visual arrow signals for Buy/Sell Strict Signal Logic ON = crossover-based signals; OFF = state logic Plot Signals on SMA Color Change Enable signals on SMA color shifts (Green/Red) Show Debug Markers Plot small markers to debug condition logic 5. Visual Elements Explained 🔵 EMA High Line – Blue line marking dynamic resistance 🔴 EMA Low Line – Red line marking dynamic support 🟡 SMA Line – Color-coded based on position: Green if SMA < EMA Low (Bullish) Red if SMA > EMA High (Bearish) Yellow otherwise (Neutral) ✅ BUY / SELL Labels – Displayed below or above candles on valid signals 🛠️ Debug Circles/Triangles – Help visually understand the signal logic when enabled 6. Usage Tips Best used on 5–30 min timeframes for intraday setups or 1H+ for swing trades. Confirm signals with volume, price action, or other confluences (like support/resistance). Use strict mode for more accurate entries, and non-strict mode for broader trend views. Ideal for identifying pullbacks into trend, or early reversals after volatility squeezes. 7. What Makes It Unique Multi-timeframe SMA integrated with EMA High/Low bands Dual signal logic (crossover + color shift) Visually intuitive and beginner-friendly Minimal clutter with dynamic signal labeling Debug mode for transparency and learning 8. Alerts & Automation The indicator includes built-in alert conditions for: 📈 Buy Alert: Triggered when a bullish condition is detected. 🔻 Sell Alert: Triggered when bearish confirmation is detected. These alerts can be used with TradingView's alert system for real-time notifications or bot integrations. 9. Technical Concepts Used EMA (Exponential Moving Average): Reacts faster to recent price, ideal for trend channels SMA (Simple Moving Average): Smoother average for detecting general trend direction Crossover Logic: Checks when SMA crosses over or under EMA levels Color Coding: Visual signal enhancement based on relative positioning Multi-Timeframe Analysis: SMA calculated on a custom timeframe, powerful for confirmation 10. Disclaimer This script is for educational and informational purposes only. It is not financial advice. Always backtest thoroughly and validate on demo accounts before applying to live markets. Trading involves risk, and past performance does not guarantee future results. 11. Author Signature 📌 Indicator Name: Custom EMA High/Low & SMA - 👤 Author: GSK-VIZAG-AP-INDIA
Penunjuk Pine Script®
oleh prowelltraders
Strategy with DI+/DI-, ADX, RSI, MACD, EMA + Time Stop [EXP. 1]🧠 Concept & Purpose This strategy combines several time-tested technical indicators—DI+/DI-, ADX, RSI, MACD, and long-term EMAs—to filter trend strength, momentum, and timing precision. The goal was to develop a multi-layered trend-following system suitable for low timeframes (tested on BTCUSDT 5m) while controlling risk with tight stop-losses, a high reward ratio, and a time-based exit to avoid long exposure in sideways markets. ⚙️ Components & Logic • ADX + DI+/DI-: Confirm the presence and direction of a strong trend. • RSI: Used to filter momentum bias. Buy signals require RSI > 55, sell signals < 45. • MACD Histogram: Ensures entry is aligned with short-term momentum shifts. • Strong Candle Filter: Filters out weak entries using candle body % strength. • EMA 600 & EMA 2400: Define long-term trend bias. Entries only occur within 25 bars after EMA crossover in trend direction. • Time-Based Stop: If a trade doesn’t move at least 0.75% in favor within 85 bars, it is closed to minimize stagnation. • Reward-Risk Management: 1% stop-loss, 7.5:1 reward-to-risk ratio. • One Signal Per Trend Shift: Only takes the first entry after each EMA cross. 📊 Strategy Settings & Backtest Conditions • Initial Capital: $10,000 • Commission: 0.1% per trade • Timeframe: 5-minute • Test Range: Jan–Apr 2023 • Sample Size: Limited (⚠️ <10 trades – experimental phase) Backtest Results (v1.0) This version showed: • ✅ 66.7% win rate on 3 trades • 📉 P/L: +11,257.46 USDT (+112.57%) • 🔻 Max drawdown: 5.03% • 📈 Profit factor: 11.01 In an earlier test configuration: • ❌ 5 trades, 0 wins • 📉 -14.45% total P&L • ⚠️ All losses hit the 1.5% stop • ⚠️ Profit factor: 0.00 This contrast shows how sensitive the logic is to market context and parameter tuning. 💡 Purpose of Publication This strategy is experimental and educational. It is open-sourced for transparency and to help other traders learn how complex indicator stacking may or may not work in real environments. The failed and improved tests are both part of the process. ⚠️ Disclaimer This script is not financial advice. Please do your own research, forward-test it thoroughly, and adjust parameters based on your asset and timeframe.
Strategi Pine Script®
oleh bnzraguilar
EMA Trend Dashboard Trend Indicator using 3 custom EMA lines. Displays a table with 5 rows(position configurable) -First line shows relative position of EMA lines to each other and outputs Bull, Weak Bull, Flat, Weak Bear, or Bear. EMA line1 should be less than EMA line2 and EMA line 2 should be less than EMA line3. Default is 9,21,50. -Second through fourth line shows the slant of each EMA line. Up, Down, or Flat. Threshold for what is considered a slant is configurable. Also added a "steep" threshold configuration for steep slants. -Fifth line shows exhaustion and is a simple, configurable calculation of the distance between EMA line1 and EMA line2. --Lines one and five change depending on its value but ALL other colors are able to be changed. --Default is somewhat set to work well with Micro E-mini Futures but this indicator can be changed to work on anything. I created it to help get a quick overview of short-term trend on futures. I used ChatGPT to help but I am still not sure if it actually took longer because of it.
Penunjuk Pine Script®
oleh NoMorePaperTrading
RAHA Strategy - Short Roni's Adjusted Hybrid Average – a formula developed by Aharon Roni Pesach. What is RAHA? This is an adjusted hybrid average that gives different weight to outliers: The extreme values (particularly high or low) receive a lower weight. The calculation is based on the standard deviation and average of the data. This results in a more sensitive but stable average that does not ignore outliers – but rather considers them in proportion. The RAHA Short Strategy identifies a negative trend and enters when clear technical conditions are met, such as a downward slope of RAHA 40, RAHA 10 crossing below RAHA 20, and the absence of a sequence of 3 red candles. Entry is also made in the exceptional case of a red candle above the Bollinger Band. The position size is determined by 1% of the capital divided by the stop. The exit is carried out by a stop above the high, or under additional conditions below the profit target (TP). אסטרטגיית השורט RAHA מבוססת על נוסחת ממוצע ייחודית בשם RAHA – ראשי תיבות של: Roni's Adjusted Hybrid Average – נוסחה שפיתח אהרון רוני פסח. מהו RAHA? מדובר בממוצע היברידי מתואם המעניק משקל שונה לנתונים חריגים: הערכים הקיצוניים (גבוהים או נמוכים במיוחד) מקבלים משקל נמוך יותר. החישוב מבוסס על סטיית התקן והממוצע של הנתונים. כך מתקבל ממוצע רגיש אך יציב יותר, שאינו מתעלם מהחריגים – אלא מתחשב בהם בפרופורציה. אסטרטגיית השורט RAHA מזהה מגמה שלילית ומבצעת כניסה כשמתקיימים תנאים טכניים ברורים, כמו שיפוע יורד של RAHA 40, חציית RAHA 10 מתחת ל‑RAHA 20, והיעדר רצף של 3 נרות אדומים. הכניסה מבוצעת גם במקרה חריג של נר אדום מעל רצועת בולינגר. גודל הפוזיציה נקבע לפי 1% מההון חלקי הסטופ. היציאה מבוצעת לפי סטופ מעל הגבוה, או בתנאים נוספים מתחת ליעד הרווח (TP).
Strategi Pine Script®
oleh RoniPesach