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Marshall Gold Spot SignalsPrediction of How It Will Behave (Live on Chart) ✅ Bullish Scenario (Uptrend Prediction) If price: Drops near or below the lower Bollinger Band Then crosses above the SMA(20) → You’ll get a "BUY" label right below the candle. 🟢 What happens: If trend continues up, SMA(20) moves above SMA(50) Price trades between middle and upper BB Potential continuation pattern Confidence: High in sideways-to-uptrend markets Target levels: Middle-to-upper BB ❌ Bearish Scenario (Downtrend Prediction) If price: Spikes near upper BB Then crosses below the SMA(20) → You’ll get a "SELL" label above the candle. 🔻 What happens: Price typically moves toward middle/lower BB Possible SMA(20) < SMA(50) cross Trendline drawn downward Confidence: Strong in overbought markets Target levels: BB Basis or BB Lower 🤔 Consolidation / Chop Zone When: Price stays between SMA(20) and SMA(50) BB bands are tight ⚠️ You might get false signals back and forth (whipsaw) Tip: Add RSI or trend filter to reduce noise 📊 Realistic Performance Expectations Market Condition Signal Quality Best Use Strong Trend ✅ High Trend-following entries Ranging Market ⚠️ Medium to Low Better with filters (e.g. RSI) Volatile Breaks ✅ Good with BB Volatility squeeze detection
Pine Script® 인디케이터
acemywriter845의
Dashboard Trader _V1 📊 Dashboard Trader – Adaptive Structure, Trend & Zones Description: NSE Dashboard V3 is a next-gen support–resistance and trend-mapping indicator designed for positional and swing traders. It combines price structure, moving averages, and adaptive pivot logic to highlight Buy Zones, Take-Profit Zones, and overall market direction — all inside a clean, compact dashboard. ⸻ 🧩 What It Does • Auto-detects structural support & resistance zones using adaptive pivot clustering logic. • Tracks broken levels dynamically — old supports removed, new ones added. • Identifies trend bias using dual EMAs (20-EMA & 50-EMA). • Displays a live dashboard table showing: • LTP (Last Traded Price) • 20 EMA / 50 EMA • 52-week High & Low (true daily data) • Structural Support & Resistance • % Distance to each zone • Trend direction • Trade Setup Zone → BUY ✅ / TAKE PROFIT ⚠ / NEUTRAL ⸻ 🧠 How to Trade It 1. Check the trend: • 20 EMA > 50 EMA → Bullish bias (look for long entries). • 20 EMA < 50 EMA → Bearish bias (look for short or avoid longs). 2. Enter near support: • When price is ≤ 2% above Struct Support and trend is bullish → BUY ZONE ✅ 3. Exit or reduce near resistance: • When price is ≤ 2% below Struct Resistance → TAKE PROFIT ⚠ 4. If no valid resistance (at ATH): • Trail stop below 20 EMA or last swing low. ⸻ ⚙️ Key Features • EMA-based trend detection • Dynamic structural zone calculation (auto-updates) • Daily timeframe 52-week High/Low • Auto color-coded zones and table • Works on all NSE stocks, futures, or indices • Optional refresh every new bar • Lightweight – optimized for live chart use ⸻ 📈 Best Used For • Swing trading / Positional setups (Daily or 4-hour charts) • Intraday confirmation on lower timeframes (15-min+) • Trend continuation entries and risk-defined reversals ⸻ ⚠️ Disclaimer This indicator is for educational purposes only. It does not constitute financial advice or a buy/sell recommendation. Always combine with your own price action, volume, and risk management. ⸻ 💬 Author’s Note Built for traders who think in zones, not signals. Trade where risk is smallest and structure is strongest. — Wealthcafe Investments
Pine Script® 인디케이터
vaibhav22091978의
QFI Pro - Adaptive Flow with SCT & Divergence Scanner█ OVERVIEW QFI Pro is an advanced momentum oscillator combining adaptive volume flow analysis, pattern recognition, and multi-timeframe divergence detection. Features proprietary Support/Challenge/Test (SCT) line system with infinite extension capability for dynamic price level identification. █ COMPLETE FEATURE SET Core Oscillator: - Quantum Flow Index: -100 to +100 normalized scale - Adaptive kernel smoothing with volatility-based bandwidth - Volume-weighted momentum with optional RSI fusion - Real-time and historical pivot detection - QFI Candle visualization mode Pattern Recognition: - Automatic divergence detection (regular & hidden) - Multi-divergence scanner with threshold filtering - Higher High/Higher Low/Lower Low/Lower High labeling - Head and shoulders pattern identification - Trend breakout detection SCT System: - Dynamic support/resistance from momentum shifts - Infinite or fixed-length line extensions - Multi-divergence SCT with enhanced confirmation - Chart overlay or oscillator panel display modes - Customizable line styles (solid/dotted/dashed) Technical Overlays: - Multiple MA types: SMA/EMA/WMA/HMA/ALMA/VWMA - Bollinger Bands with adjustable deviation - Stochastic QFI (K/D with smoothing) - QFI-MA histogram for momentum visualization - MACD histogram overlay on QFI values - Normal bar marking for non-pivot candles Visual Components: - Overbought/Oversold dot markers - Real-time QFI value label - Optional information table with component breakdown - Customizable color schemes - Background highlighting for extreme zones █ SIGNAL INTERPRETATION Primary Signals: - QFI crosses above 30 → Bullish signal + Green SCT line - QFI crosses below -30 → Bearish signal + Red SCT line - QFI > 70 → Strong bullish/overbought zone - QFI < -70 → Strong bearish/oversold zone Divergence Signals: - BULL DIV: Price makes lower low, QFI makes higher low - BEAR DIV: Price makes higher high, QFI makes lower high - Multi-Divergence: Divergence + extreme QFI levels (blue/orange SCT) Pattern Labels: - HH = Higher High (bearish continuation) - LH = Lower High (bearish reversal) - HL = Higher Low (bullish reversal) - LL = Lower Low (bearish continuation) █ ALERT CONDITIONS The indicator includes 6 customizable alerts: 1. QFI Buy Signal (crosses above threshold) 2. QFI Sell Signal (crosses below threshold) 3. Strong Buy Condition (QFI > 70) 4. Strong Sell Condition (QFI < -70) 5. Stochastic Oversold (K crosses above 20) 6. Stochastic Overbought (K crosses below 80) █ INPUT PARAMETERS Core Configuration: - Lookback Period : Sensitivity control - Buy Threshold : Bullish signal trigger - Sell Threshold : Bearish signal trigger Component Weights (must sum to 100%): - Volume Weight : Volume flow influence - Pattern Weight : Pattern detection influence - Momentum Weight : Momentum calculation influence - Volatility Weight : Volatility factor influence - RSI Weight : RSI fusion influence (when enabled) SCT System: - Max SCT Lines : Concurrent lines displayed - SCT Bars : Line extension length - Infinite Lines: Toggle infinite extension - Display Mode: Chart overlay vs oscillator panel Divergence Settings: - Divergence Lookback : Pivot detection period - High Threshold : Multi-divergence overbought level - Low Threshold : Multi-divergence oversold level - Show HH/HL/LL/LH: Toggle pattern labels Display Options: - Moving Average Type & Length - Bollinger Band StdDev multiplier - Stochastic K/D/Smooth periods - QFI Candles toggle - Info Table toggle - Various visual elements toggles █ TECHNICAL METHODOLOGY Mathematical Foundation: - Hyperbolic tangent (tanh) normalization for bounded outputs - Gaussian kernel regression with adaptive bandwidth - Volume-price divergence via OBV trend analysis - Multi-period momentum aggregation (5/10/20 bars) - ATR-based volatility scoring with historical comparison Calculation Pipeline: 1. Adaptive bandwidth determination from market volatility 2. Component calculation (volume/pattern/momentum/volatility) 3. Weighted aggregation with normalized coefficients 4. EMA smoothing for final QFI output 5. Secondary calculations (MA, Stochastic, Divergence) █ RECOMMENDED SETTINGS Scalping (1-15min): - Lookback: 20-30, SCT Bars: 20-30, Max Lines: 2-3 Day Trading (15min-1H): - Lookback: 35-50, SCT Bars: 50, Max Lines: 3-5 Swing Trading (1H-4H): - Lookback: 50-75, SCT Bars: 100, Max Lines: 3-5, Infinite: ON Position Trading (Daily+): - Lookback: 75-100, SCT Bars: 200+, Max Lines: 5-10, Infinite: ON █ BEST PRACTICES - Use on liquid instruments with reliable volume - Combine with price action for confirmation - SCT lines are dynamic - adjust stops accordingly - Divergences work best in ranging markets - Monitor multiple timeframes for confluence - Reduce position size in low volatility periods █ LIMITATIONS - Requires volume data (not suitable for some instruments) - May lag during rapid price movements - SCT lines are projections, not guarantees - False signals possible during news events - Divergences need additional confirmation - Not optimized for markets with frequent gaps █ DISCLAIMER This indicator is for educational and informational purposes only. It should not be considered as financial advice or a recommendation to buy or sell any financial instrument. Past performance does not guarantee future results. Trading involves substantial risk of loss. Always conduct your own analysis and consider your financial situation before making trading decisions. █ VERSION Version 1.0 | Pine Script™ v5 Tested on: Forex, Indices, Cryptocurrencies, Stocks Minimum timeframe: 15 minutes recommended © 2025 Professional Trading Tools ──────────────────── For support and updates, check the comment section below.
Pine Script® 인디케이터
ideatradepro의
MINE CBPR Lite ✦MINE CBPR ✦ Lite is the prototype foundation of the MINE CBPR ✦ Pro — a streamlined, publicly available version built to introduce traders to the system’s advanced Channel Breakout and Pivot Reversal logic. It retains the essential structural detection engine of the Pro version while simplifying its layers, allowing anyone to experience precise market reversals without complex filters or heavy computation. Designed for clarity and accessibility, it provides actionable reversal insights across all markets — from crypto futures to indices and stocks. As the official prototype, MINE CBPR ✦ Lite represents the first step toward the full CBPR ✦ Pro experience. Test the Lite version, experience its structure, and take your trading further with the complete Pro edition. When you upgrade to MINE CBPR ✦ Pro, you’ll unlock twice the number of signals, enhanced structural intelligence, and exclusive features of the full CBPR system — all with permanent lifetime access to the indicator. Experience the complete power of CBPR ✦ Pro, built for precision, performance, and total market adaptability.
Pine Script® 인디케이터
CDKH_investments의
EMA Channel – Multi-Timeframe Adaptive Bands📘 Short Description (for TradingView listing) A powerful, adaptive EMA channel indicator with independent timeframes for each band (Lower / Median / Upper), dynamic colors, and a smart configurable resistance line that can follow price, EMA, or ATR-based volatility. Perfect for multi-timeframe confluence analysis, support/resistance mapping, and identifying early trend reversals. 🔹 Overview The EMA Channel – Multi-Timeframe Adaptive Bands creates a dynamic price corridor that adapts to volatility and structure across multiple timeframes. Each of the three bands (Lower, Median, and Upper) is independently configurable with its own: Timeframe EMA length Source (close, hl2, ohlc4) Line width, color logic, and visibility The indicator also features automatic color shifts depending on price position, providing instant trend context. 🔹 Core Features ✅ Lower/Base EMA (Support) Anchored EMA that defines the lower boundary of the trend channel. Turns blue when price is above (bullish control) and red when price breaks below. ✅ Median Line (Neutral / Balance Zone) Can either be its own EMA or automatically calculated as the midpoint between lower and upper bands. Yellow below price, red above – clear mid-zone visualization. ✅ Upper Band (Dynamic Resistance) Built above the selected anchor (Lower EMA, Median, Own EMA, or Price). Configurable by ATR, Percentage offset, or ATR + Percentage combo. Additional fine-tuning options: Minimum gap (ATR or % based) Absolute offset (price units) EMA smoothing for a cleaner visual curve Turns green when above price (active resistance) and red if price breaks through. ✅ Multi-Timeframe Engine Each band is computed in its own timeframe (5D, 1D, 4H, etc.), making the tool highly adaptable for cross-TF confluence setups. The "Hold HTF value between bars" option ensures smooth visualization when switching chart timeframes. ✅ Optional Channel Fill Soft gray background fill between Lower and Upper bands for quick recognition of the dominant structure. 🔹 Typical Use Cases Identify multi-timeframe trend channels and reversals. Use the Upper band as adaptive resistance and the Lower EMA as dynamic support. Combine with volume and RSI/MACD for confirmation of breakouts or retests. Works for crypto, forex, indices, and stocks. 🔹 Technical Notes Uses request.security() with barmerge.gaps_off and optional lookahead_on to preserve higher-timeframe integrity. Compatible with all symbols and chart timeframes. Designed for traders who rely on visual confluence and precision trend detection rather than single EMA signals. 🧠 Credits & Author Note Developed by Bogdan TOMOIAGA – built for precision trend tracking, multi-timeframe analysis, and dynamic color feedback. Inspired by institutional-grade volatility envelopes and enhanced with Pine v5 adaptive plotting. ⚠️ Disclaimer This script is provided for informational and educational purposes only. It does not constitute financial advice, trading advice, or investment guidance of any kind. Past performance does not guarantee future results. Trading involves risk — including the possible loss of capital. Always do your own research and consult a licensed financial advisor before making any trading decisions. The author and publisher of this script assume no responsibility or liability for any losses or damages resulting from its use.
Pine Script® 인디케이터
Bogdan_TOMOIAGA의
WTN Technical SuiteThis indicator is designed as a companion overlay for the Whale Trading Network (WTN) system. It combines multiple technical analysis tools into a single, customizable script to enhance chart readability and decision-making. Our custom-built invite only TradingView indicator automates technical analysis for crypto and stocks, sending real-time alerts to our Discord community. When you join, you don’t just get access—you get an edge. Our Ticker Bot, included with your membership, puts real-time market intelligence at your fingertips. Subscribe to your chosen asset, and the bot will instantly create a private alert channel just for you. Every alert comes straight from the indicator, delivered in real time, so you never miss an opportunity. Want even more clarity? Enable your private summary channel to transform your dot alerts into a clean, easy-to-read table—perfect for quick decision-making. But that’s just the beginning. Our system tracks hundreds of assets, storing critical data in a powerful SQL database. With a single request, you can generate a custom asset report packed with actionable insights, including: Latest technical alerts A clear bullish/bearish score The most recent suggested stop-loss level Key Features Multi-Timeframe Analysis Advanced Momentum Logic Dynamic Risk Filters Stop-Loss Guidance Cross-Asset Awareness Types of Alerts You’ll Receive Each alert includes symbol, timeframe, price, trend context, momentum label, SMA stack status, RSI zone, and stop-loss suggestion. This isn’t just information—it’s your competitive advantage.
Pine Script® 인디케이터
dortmundergold의
Grok-SuperBand with ADX filterThe Grok Superband with ADX filter (or Grok SADX for short) is a smart, custom trading indicator I helped build for TradingView. It's like a dynamic envelope around price action, designed to adapt to the market's mood—volatility, volume flow, and trend strength—all in one tool. Think of it as a smarter version of Keltner or Bollinger Bands, but with extra brains to filter noise and highlight real opportunities. It's brilliant because it doesn't just slap fixed bands on the chart; it uses clever math to make them "breathe" with the market, giving you a smoother, more reliable view even on noisy standard candles. The Brilliance in Band Creation The magic starts with the core "basis" line (the blue middle band), which is calculated from smoothed candle midpoints. It mimics Heikin Ashi smoothing without changing your chart type—averaging open, high, low, and close to cut out choppy wicks and false moves. Then, the upper (green) and lower (red) bands are offset from this basis using a "dynamic multiplier" that's pure genius: Volatility Base: Built on a smoothed Average True Range (ATR) to measure price swings gently, avoiding overreactions to single wild candles. Volume Kick: Adds input from the Chaikin Oscillator (tracking buying/selling pressure), so bands widen when volume surges (like during real accumulations or distributions). Trend Boost: Factors in ADX (trend strength) to expand bands in strong moves, letting price run without premature signals. This combo makes the bands "adaptive"—they hug price tightly in quiet ranges (for mean-reversion plays) and loosen up in trends (for breakouts). The purple fill between bands highlights the channel visually, and a color-coded background (green for bull, red for bear, yellow for neutral) uses DMI and OBV to show the overall regime, adding context without clutter. Buy and Sell Logic The signals are contrarian (mean-reversion style), firing on "fakeouts" where price pokes outside the bands but might snap back: Buy Signal: Triggers when a candle's low wick dips below the lower red band (potential oversold), but only if ADX is above your threshold (default 25 for strong trends) and it's been at least 10 bars since the last buy (cooldown to avoid spam in downtrends). A green "BUY" arrow appears below the bar. Sell Signal: Fires when a candle's high wick pokes above the upper green band (potential overbought), with the same ADX and cooldown checks. A red "SELL" arrow shows above the bar. Alerts pop up with messages, and optional price labels display the close value. It's reversed from typical breakouts (buy low breaks, sell high) to catch reversals at extremes. Tips for Usage Best Markets: Great for volatile assets like BTC or stocks on 5-60 min charts—use in trending conditions (blue ADX dots mean go-time). Customization: Crank up baseMult (to 3+) for wider bands/fewer signals; shorten cooldown (to 5) for more action. Watch the ADX dots at the bottom: White (0-15) = range-bound (avoid trades), orange (15-25) = building trend, blue (>25) = strong move (trust signals). Trading Strategy: Buy on green arrows in green/yellow backgrounds for pullbacks; sell on red in red/yellow. Always use stops (e.g., below lower band for buys) and combine with RSI (toggle on for overbought/oversold confirmation). Risk Note: It's not foolproof—test on historical data, and remember, no indicator predicts perfectly. Pair with your own analysis!
Pine Script® 인디케이터
ralis24의
Smart Money Breakout & Order Block Strategy v2 (Algo)⚙️ Smart Money Breakout & Order Block Strategy v2 (Algo) Created by: Shubham Category: Smart Money Concepts • Breakout • Order Block • Volatility + Trend Algo 🧠 Description: Smart Money Breakout & Order Block Strategy v2 (Algo) is an advanced version of the original system that blends Breakout Trading, Order Block Detection, and Supertrend Trend Confirmation . It’s built to identify institutional-style entries with high momentum and manage them using dynamic ATR-based stops, trailing protection, and volatility-based filters. This version is a full Algo system — optimized for performance, backtesting, and automated execution. ⚡ Major Improvements Over Older Version: Supertrend Filter Added – Trades only in confirmed trend direction (Up = Long, Down = Short). Supertrend Flip Exit – Automatically closes trades when Supertrend changes direction. Hold N Candles Before Exit – Prevents early exits after entry, improving stability. Advanced Exit Logic – Tracks bar of entry and allows conditional exit control. Improved Volatility Filter – Avoids choppy or flat market conditions. Algo-Only Mode – No visuals, lightweight logic for live or strategy-based execution. Dynamic ATR Stops – Risk adapts automatically to market volatility. More Controlled Breakout Logic – Cleaner structure and smarter order-block detection. 🧩 Core Concept: Detects recent Support & Resistance Breakouts . Spots Order Block / Gap Reversals for smart-money entry timing. Confirms strong momentum with a Volatility Filter . Applies Supertrend Trend Confirmation for direction filtering. Manages risk using ATR-based dynamic stop loss and trailing protection . Closes trades automatically on Supertrend Flip or trailing trigger. Allows holding for a set number of candles before normal exits start. ⚙️ Adjustable Inputs: Levels Period Volatility Filter ATR Multiplier Hold N Candles Before Exit Supertrend ATR Length Supertrend Multiplier ON/OFF for Supertrend Filter 🎯 Optimized & Tested Conditions: Specially optimized and backtested for ETH/USDT on the 30-minute timeframe . Verified and live-tested by me personally for consistency and reliability. Performs strongly during trending sessions and volatility expansions. Suitable for Crypto, Forex, and Index pairs with similar behavior. 💡 Trading Logic Summary: Long Entry: Price breaks resistance → volatility passes filter → Supertrend UP → Buy. Short Entry: Price breaks support → volatility passes filter → Supertrend DOWN → Sell. Order Block Entries: Gap or block structure confirmed → entry triggered. Stop Loss: ATR × Multiplier (auto-scaled). Trailing Stop: Locks profits as price moves in favor. Supertrend Flip: Instant exit to secure results. Hold Period: Trade remains locked for defined bars before normal exit logic starts. b]📊 Highlights: Institutional logic simplified into an easy, automated algo. Combines structure + trend + volatility for high-probability trades. ATR and Supertrend make the system adaptive to all market conditions. Fully automated — perfect for backtesting or live algo trading. Tuned for ETH 30-min chart but can be adapted to other assets. ⚠️ Tips & Notes: Adjust settings based on instrument volatility. Use larger “Hold Candles” on lower timeframes to avoid false exits. Always forward-test before going live on new markets. Avoid overtrading during low-volume or sideways sessions. Maintain single active position per direction for clarity. ✅ Summary: Smart Money Breakout & Order Block Strategy v2 (Algo) combines institutional structure logic, volatility filters, and adaptive ATR risk control into one professional system. Specially optimized and tested live on ETH 30-minute timeframe , it delivers precise, trend-aligned entries with smart exit management. A clean, reliable, and automation-ready algo for serious traders. Advanced Smart Money Algo for ETH (30m) — breakout + order-block entries with volatility and Supertrend filters, ATR-based dynamic stops. Tested live; invite-only soon — test now while it's free.
Pine Script™ 전략
shubham_singh_1927의
Kalman Filter by TwisterTrades(1D + Body Condition) ## 🧭 **Kalman Filter (1D + Body Condition) This script implements a **true 1-dimensional Kalman Filter** applied to price data — not a simple moving average. The Kalman Filter is a **Bayesian optimal estimation algorithm**, designed to separate **market noise** from the **true underlying trend** by dynamically adapting its sensitivity at every new bar. Unlike **EMA**, **SMA**, or **VWAP**, which use fixed weighting formulas, the Kalman Filter **learns** how much to trust the current price based on how noisy and volatile the market is. The result is a **smoother and smarter curve** that follows the real market direction while rejecting random fluctuations. --- ### ⚙️ **How It Works** 1. **Prediction:** The filter assumes the trend continues (predicts the next value). 2. **Update:** It compares the prediction with the actual price and updates its estimate based on: * **Q (Process Noise):** how much the true trend can change. * **R (Measurement Noise):** how noisy or unreliable the current price is. 3. The **Kalman Gain (K)** adjusts automatically — it becomes more responsive when volatility increases and more stable when the market is calm. --- ### 🎯 **Signals Logic** The script generates **BUY** and **SELL** labels based on a combination of: * **Trend direction:** whether the Kalman line is turning up or down. * **Body confirmation:** the candle body closes entirely **above** or **below** the Kalman line. **🟩 BUY signal:** * Trend is turning bullish (line turning green). * Candle body closes fully **above** the Kalman line. **🟥 SELL signal:** * Trend is turning bearish (line turning red). * Candle body closes fully **below** the Kalman line. You can enable alerts for both conditions: ```text Kalman Filter: BUY signal detected (body above filter) Kalman Filter: SELL signal detected (body below filter) ``` --- ### 🔊 **Understanding Noise and Signals** * **Noise** refers to short-term, random fluctuations in price (e.g. stop-hunts, low-volume spikes, or microstructure volatility). * **Signal** refers to consistent, directional movement that carries information about the real trend. The Kalman Filter works as a **signal extractor** — removing meaningless movements while keeping true directional momentum. If the line is smooth and consistent, it means the market’s directional “signal” is clear. If the line oscillates frequently, it means **noise dominates** — and trading signals should be taken with caution. --- ### ⏱️ **Recommended Timeframes and Parameters** The strength of the filter depends on how noisy your timeframe is. Here’s how to adjust it for different use cases: | Purpose | Timeframe | Q (Process Noise) | R (Measurement Noise) | Description | | ----------------------------- | --------- | ----------------- | --------------------- | --------------------------------------- | | **Scalping / Microstructure** | 1m – 3m | 0.001 | 0.05 | Reacts faster, filters tick-level noise | | **Intraday Bias / Trend** | 5m – 15m | 0.0001 | 0.01 | Balanced reactivity and smoothness | | **Swing / Macro Bias** | 1H – 4H | 0.00001 | 0.001 | Very stable, great for clean trend bias | 💡 **Pro tip:** * If the filter lags too much → increase **Q** slightly. * If it reacts too much (too noisy) → increase **R** slightly. * Always backtest adjustments visually for your market’s volatility (e.g. XAU/USD or NAS100). --- ### 📈 **Comparison with Other Indicators** | Indicator | Adaptivity | Noise Filtering | Reactivity | Ideal Use | | -------------------- | ---------------- | --------------- | ------------- | ---------------------------- | | **SMA** | ❌ Fixed weights | ❌ Poor | ⚠️ Slow | Clean long trends | | **EMA** | ⚠️ Semi-adaptive | ⚠️ Medium | ✅ Fast | Intraday direction | | **VWAP** | ⚠️ Volume-based | ⚠️ Moderate | ✅ Good | Session-level bias | | **Kalman Filter 1D** | ✅ Fully adaptive | ✅ Excellent | ✅ Intelligent | Any noisy or volatile market | --- ### 📊 **Usage Tips** * Use the Kalman Filter as a **directional bias tool**, not a signal generator alone. * Combine it with **price action**, **volume**, or **market structure** to confirm entries. * Works exceptionally well on assets with **high noise and volatility** (e.g. XAU/USD, NASDAQ, BTCUSD). * You can use the Kalman line instead of EMA50 or EMA100 — it provides a cleaner trend estimate without lagging as much in choppy conditions. --- ### ⚠️ **Disclaimer** The Kalman Filter is not a predictive tool but a **state estimator** — it helps reveal the *true underlying direction* by filtering out noise. It should be used together with sound risk management and a clear trading plan.
Pine Script® 인디케이터
ItsTwisterTrades의
量化多空策略 4H趋势+15M进场（高胜率高R:R·完整报警版）这是一套结合多周期结构（4小时趋势 + 15分钟入场）的量化交易策略， 核心理念是「顺势而为 + 动量二次确认 + 高R:R风险控制」。 策略特点： • 使用 4H EMA 趋势判定方向 • 结合 15m RSI + MACD 动量信号确认入场 • 二次确认（2~3 根内突破 + 动量共振）过滤假信号 • 自适应止盈止损（基于 ATR 和 ADX） • 全自动计算 R:R、冷却周期、成交量放大过滤 适用场景 • 加密货币（BTC、ETH、SOL、BNB 等） • 黄金 / 外汇 / 指数CFD • 15m～1h短线趋势盯盘 • 适合希望提高信号质量、过滤假突破的交易者 注意事项 • 该策略为研究与教学用途，不构成投资建议 • 实盘前请先在回测与模拟盘验证参数 • 适度调整「确认根数」「R:R」「ADX阈值」以适应不同市场波动性 This is a multi-timeframe quantitative trading strategy combining the 4-hour trend with 15-minute entry signals. Its core philosophy is “Trend following + Momentum confirmation + High R:R risk control.” Key Features • Uses 4H EMA structure to determine market trend • Combines 15m RSI + MACD momentum for entry confirmation • Dual confirmation within 2–3 bars (breakout + momentum alignment) to filter false signals • Adaptive take-profit and stop-loss based on ATR and ADX • Automatically calculates Risk/Reward ratio, cooldown period, and volume expansion filters Best Use Cases • Cryptocurrencies (BTC, ETH, SOL, BNB, etc.) • Gold / Forex / Index CFDs • Short-term trend tracking (15m–1h) • Traders aiming to improve signal quality and avoid false breakouts Notes • This strategy is for research and educational purposes only — not financial advice. • Always backtest and paper trade before live deployment. • Adjust confirmation bars, R:R ratio, and ADX threshold to suit different market volatilities.
Pine Script™ 전략
BoilingH2O의