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Moving Averages

Rolling Log Returns [BackQuant]Rolling Log Returns The Rolling Log Returns indicator is a versatile tool designed to help traders, quants, and data-driven analysts evaluate the dynamics of price changes using logarithmic return analysis. Widely adopted in quantitative finance, log returns offer several mathematical and statistical advantages over simple returns, making them ideal for backtesting, portfolio optimization, volatility modeling, and risk management. What Are Log Returns? In quantitative finance, logarithmic returns are defined as: ln(Pₜ / Pₜ₋₁) or for rolling periods: ln(Pₜ / Pₜ₋ₙ) where P represents price and n is the rolling lookback window. Log returns are preferred because: They are time additive : returns over multiple periods can be summed. They allow for easier statistical modeling , especially when assuming normally distributed returns. They behave symmetrically for gains and losses, unlike arithmetic returns. They normalize percentage changes, making cross-asset or cross-timeframe comparisons more consistent. Indicator Overview The Rolling Log Returns indicator computes log returns either on a standard (1-period) basis or using a rolling lookback period , allowing users to adapt it to short-term trading or long-term trend analysis. It also supports a comparison series , enabling traders to compare the return structure of the main charted asset to another instrument (e.g., SPY, BTC, etc.). Core Features ✅ Return Modes : Normal Log Returns : Measures ln(price / price ), ideal for day-to-day return analysis. Rolling Log Returns : Measures ln(price / price ), highlighting price drift over longer horizons. ✅ Comparison Support : Compare log returns of the primary instrument to another symbol (like an index or ETF). Useful for relative performance and market regime analysis . ✅ Moving Averages of Returns : Smooth noisy return series with customizable MA types: SMA, EMA, WMA, RMA, and Linear Regression. Applicable to both primary and comparison series. ✅ Conditional Coloring : Returns > 0 are colored green ; returns < 0 are red . Comparison series gets its own unique color scheme. ✅ Extreme Return Detection : Highlight unusually large price moves using upper/lower thresholds. Visually flags abnormal volatility events such as earnings surprises or macroeconomic shocks. Quantitative Use Cases 🔍 Return Distribution Analysis : Gain insight into the statistical properties of asset returns (e.g., skewness, kurtosis, tail behavior). 📉 Risk Management : Use historical return outliers to define drawdown expectations, stress tests, or VaR simulations. 🔁 Strategy Backtesting : Apply rolling log returns to momentum or mean-reversion models where compounding and consistent scaling matter. 📊 Market Regime Detection : Identify periods of consistent overperformance/underperformance relative to a benchmark asset. 📈 Signal Engineering : Incorporate return deltas, moving average crossover of returns, or threshold-based triggers into machine learning pipelines or rule-based systems. Recommended Settings Use Normal mode for high-frequency trading signals. Use Rolling mode for swing or trend-following strategies. Compare vs. a broad market index (e.g., SPY or QQQ ) to extract relative strength insights. Set upper and lower thresholds around ±5% for spotting major volatility days. Conclusion The Rolling Log Returns indicator transforms raw price action into a statistically sound return series—equipping traders with a professional-grade lens into market behavior. Whether you're conducting exploratory data analysis, building factor models, or visually scanning for outliers, this indicator integrates seamlessly into a modern quant's toolbox.
อินดิเคเตอร์ Pine Script®
โดย BackQuant
EMA signalsEMA Signals Indicator This indicator displays key EMAs from multiple timeframes simultaneously, helping you quickly spot where they cluster. EMA clusters often act as strong support or resistance zones and can indicate potential price reversals. It calculates four EMAs (20, 50, 100, and 200 periods) on several timeframes, ranging from 1 month down to 5 minutes. You can adjust two proximity thresholds in the settings: 1. Appear Threshold: How close the price must be to an EMA before it shows the EMA line and label. 2. Disappear Threshold: How far away the price must move from an EMA before the line and label are removed. These settings let you control how much information appears on the chart, helping reduce clutter while keeping important EMA zones visible. When the price is near an EMA within the appear threshold, the indicator draws a dashed line and label showing the EMA and its timeframe. This makes it easy to spot important zones where multiple EMAs line up, which are often key areas for price reversals or strong support/resistance. You can toggle the visibility of EMAs from any timeframe to focus on what matters most for your trading style. Why use it? By showing EMAs from all timeframes in one place, this tool helps you quickly identify clustered EMA zones without switching charts or timeframes. The adjustable appearance and disappearance thresholds keep your chart clean and focused, making it easier to find high-probability trading areas.
อินดิเคเตอร์ Pine Script®
โดย DominaJ
Gabriel's MPT Moving Average RibbonGabriel's MPT Moving Average Ribbon is a cutting-edge, risk-adjusted technical analysis tool that fuses Modern Portfolio Theory (MPT) with adaptive moving average logic to dynamically guide market participants through bullish and bearish conditions. This ribbon is not a simple MA crossover — it leverages Sharpe Ratio, Sortino Ratio, Omega Ratio, and Value at Risk (VaR) to scale and smooth each moving average using real-time probabilistic efficiency metrics. Combined, these elements create a volatility-weighted, risk-optimized visualization of market structure. 🔍 Core Features: Multi-Ratio Adaptive Scaling: Moving averages are dynamically weighted by Omega Ratio, Sortino Stdev, Sharpe Winrate, and VaR conditions for smarter price tracking. Volatility Engine: Supports multiple return models: Close-to-Close Parkinson Garman-Klass Rogers–Satchell Yang–Zhang (default for highest accuracy) Smart Ribbon Construction: Blends 3 different MA types per ribbon (e.g., SMA, EMA, WMA) for each of the 4 ribbons Supports WMA-style dynamic weighting using MPT-derived ratios Sharpe Winrate Estimation: Uses CDF logic to project the probability of success given current Sharpe ratio. Dynamic Risk Phase Detection (VaR): Identifies Risk On, Risk Off, or Neutral states using a triple-model composite VaR framework. 🛎️ Alerts Included: 📈 Bullish Crossover Alert: MA #1 crossing above MA #2 with all ribbons aligned upward. 📉 Bearish Crossunder Alert: MA #1 crossing below MA #2 with all ribbons aligned downward. 📊 Omega Ratio Alert: Triggered when Omega exceeds 1 (profitable risk-adjusted reward). ⚠️ Omega Caution Alert: Triggered when Omega drops below 1. 🟢 Risk On Alert: Market enters a favorable, low-risk zone. Deep Value Zone for Long-Term Investing. 🔴 Risk Off Alert: Market enters a cautionary, high-risk phase. 🎯 Use Cases: Trend Identification: MA ribbon alignment indicates momentum phases. Risk-Tuned Entries/Exits: Combine ribbon crossovers with VaR/Ratio signals for confirmation. Institutional Strategy Overlay: Ideal for portfolio managers integrating risk-adjusted technical overlays. 🧠 Pro Tips: Use "Complete" mode for the most robust risk signal, as it blends Historical, EWMA, and Variance-Covariance ratios. Customize each MA’s type and length to match your trading horizon (e.g., intraday, swing). Toggle Ratios Weighted MA for adaptive weighting when market risk fluctuates. It's set to the settings I use to trade, from MA settings to MPT table. It goes in order: Sharpe Est. Winrate, Deviation of Sortino, Omega Ratio (1 Year), and the Ideal position size according to VaR.
อินดิเคเตอร์ Pine Script®
โดย GabrielAmadeusLau
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.
อินดิเคเตอร์ Pine Script®
โดย pandorid
2
All SMAs Bullish/Bearish Screener (Enhanced)All SMAs Bullish/Bearish Screener Enhanced: Uncover High-Conviction Trend Alignments with Confidence Description: Are you ready to elevate your trading from mere guesswork to precise, data-driven decisions? The "All SMAs Bullish/Bearish Screener Enhanced" is not just another indicator; it's a sophisticated, yet user-friendly, trend-following powerhouse designed to cut through market noise and pinpoint high-probability trading opportunities. Built on the foundational strength of comprehensive Moving Average confluence and fortified with critical confirmation signals from Momentum, Volume, and Relative Strength, this script empowers you to identify truly robust trends and manage your trades with unparalleled clarity. The Power of Multi-Factor Confluence: Beyond Simple Averages In the unpredictable world of financial markets, true strength or weakness is rarely an isolated event. It's the harmonious alignment of multiple technical factors that signals a high-conviction move. While our original "All SMAs Bullish/Bearish Screener" intelligently identified stocks where price was consistently above or below a full spectrum of Simple Moving Averages (5, 10, 20, 50, 100, 200), this Enhanced version takes it a crucial step further. We've integrated a powerful three-pronged confirmation system to filter out weaker signals and highlight only the most compelling setups: Momentum (Rate of Change - ROC): A strong trend isn't just about price direction; it's about the speed and intensity of that movement. Positive momentum confirms that buyers are still aggressively pushing price higher (for bullish signals), while negative momentum validates selling pressure (for bearish signals). Volume: No trend is truly trustworthy without the backing of smart money. Above-average volume accompanying an "All SMAs" alignment signifies strong institutional participation and conviction behind the move. It separates genuine trend starts from speculative whims. Relative Strength Index (RSI): This versatile oscillator ensures the trend isn't just "there," but that it's developing healthily. We use RSI to confirm a bullish bias (above 50) or a bearish bias (below 50), adding another layer of confidence to the direction. When the price aligns above ALL six critical SMAs, and is simultaneously confirmed by robust positive momentum, healthy volume, and a bullish RSI bias, you have an exceptionally strong "STRONGLY BULLISH" signal. This confluence often precedes sustained upward moves, signaling prime accumulation phases. Conversely, a "STRONGLY BEARISH" signal, where price is below ALL SMAs with negative momentum, confirming volume, and a bearish RSI bias, indicates powerful distribution and potential for significant downside. How to Use This Enhanced Screener: Add to Chart: Go to TradingView's Pine Editor, paste the script, and click "Add to Chart." Customize Parameters: Fine-tune the lengths of your SMAs, RSI, Momentum, and Volume averages via the indicator's settings. Experiment to find what best suits your trading style and the assets you trade. Choose Your Timeframe Wisely: Daily (1D) and 4-Hour (240 min) are highly recommended. These timeframes cut through intraday noise and provide more reliable, actionable signals for swing and position trading. Shorter timeframes (e.g., 15min, 60min) can be used by advanced day traders for very short-term entries, but be aware of increased volatility and noise. Visual Confirmation: Green/Red Triangles: Appear on your chart, indicating confirmed bullish or bearish signals. Background Color: The chart background will subtly turn lime green for "STRONGLY BULLISH" and red for "STRONGLY BEARISH" conditions. On-Chart Status Table: A clear table displays the current signal status ("STRONGLY BULLISH/BEARISH," or "SMAs Mixed") for immediate feedback. Set Up Alerts (Your Primary Screener Tool): This is the game-changer! Create custom alerts on TradingView based on the "Confirmed Bullish Trade" and "Confirmed Bearish Trade" conditions. Receive instant notifications (email, pop-up, mobile) for any stock in your watchlist that meets these stringent criteria. This allows you to scan the entire market effortlessly and act decisively. Strategic Stop-Loss Placement: The Trader's Lifeline Even the most robust signals can fail. Protecting your capital is paramount. For this trend-following strategy, your stop-loss should be placed where the underlying trend structure is broken. For a "STRONGLY BULLISH" Trade: Place your stop-loss just below the most recent significant swing low (higher low). This is the last point where buyers stepped in to support the price. If price breaks below this, your bullish thesis is invalidated. For a "STRONGLY BEARISH" Trade: Place your stop-loss just above the most recent significant swing high (lower high). If price breaks above this, your bearish thesis is invalidated. Alternatively, consider placing your stop-loss just below the 20-period SMA (for bullish trades) or above the 20-period SMA (for bearish trades). A significant close beyond this intermediate-term average often indicates a critical shift in momentum. Always ensure your chosen stop-loss adheres to your pre-defined risk per trade (e.g., 1-2% of capital). Disciplined Profit Booking: Maximizing Gains Just as important as knowing when you're wrong is knowing when to take profits. Trailing Stop-Loss: As your trade moves into profit, trail your stop-loss upwards (for longs) or downwards (for shorts). You can trail it using: Previous Swing Lows/Highs: Move your stop to just below each new higher low (for longs) or just above each new lower high (for shorts). A Moving Average (e.g., 10-period or 20-period SMA): If price closes below your chosen trailing SMA, exit. This allows you to ride the trend while protecting accumulated profits. Target Levels: Identify potential resistance levels (for longs) or support levels (for shorts) using pivot points, previous highs/lows, or Fibonacci extensions. Consider taking partial profits at these levels and letting the rest run with a trailing stop. Loss of Confluence: If the "STRONGLY BULLISH/BEARISH" condition ceases to be met (e.g., RSI crosses below 50, or volume drops significantly), this can be a signal to reduce or exit your position, even if your stop-loss hasn't been hit. The "All SMAs Bullish/Bearish Screener Enhanced" is your comprehensive partner in navigating the markets. By combining robust trend identification with critical confirmation signals and disciplined risk management, you're equipped to make smarter, more confident trading decisions. Add it to your favorites and unlock a new level of precision in your trading journey! #PineScript #TradingView #SMA #MovingAverage #TrendFollowing #StockScreener #TechnicalAnalysis #Bullish #Bearish #QQQ #Momentum #Volume #RSI #SPY #TradingStrategy #Enhanced #Signals #Analysis #DayTrading #SwingTrading
อินดิเคเตอร์ Pine Script®
โดย appzandgame
Smart RSI DashboardThis script is a multi-timeframe dashboard indicator that analyzes Stochastic RSI and trend direction using EMA-based logic, with optional signal alerts when price reaches Fibonacci levels on the active chart. It includes: - Customizable colors for RSI and trend states - Buy/Sell signal detection based on: - RSI being oversold or overbought - Trend direction: Uptrend or Downtrend - Price reaching Fibonacci key zones (0.618 for support, 0.382 for resistance) - A floating table showing RSI status and trend across multiple timeframes 🔍 Detailed Breakdown: | Component | Purpose | | indicator(...) | Declares the indicator and sets it to overlay directly on the chart. | | input.color(...) | Lets the user customize visual colors for RSI and trend states. | | stoch() function | Calculates Stochastic RSI from the RSI values over a given period. | | getStatus() | Returns text status "Oversold ✅", "Overbought ❌", or "Neutral" based on RSI thresholds. | | getTrend() | Compares EMA(10) and EMA(50) to define "Uptrend 🔼", "Downtrend 🔽", or "Sideways". | | Fibonacci levels | Automatically calculates 0.382 and 0.618 retracement levels from the last 100 candles. | | Signals & Alerts | Detects buy/sell setups when RSI + trend + Fibonacci are aligned. Triggers alerts accordingly. | | Dashboard table | Displays RSI and trend status for 5 timeframes (5m, 15m, 1H, 4H, 1D) in top-right corner. | "This indicator analyzes market conditions using Stochastic RSI and EMA-based trend direction across multiple timeframes. It provides buy/sell signals when price reaches Fibonacci support/resistance levels and RSI/trend conditions agree. Users can customize display colors, and use real-time alerts for signal execution."
อินดิเคเตอร์ Pine Script®
โดย Msarawut
RSI-BBGun-v6.1RSI BB Gun – Operator's Guide “Eyes on target. Wait for the right moment. Then strike.” ________________________________________ 🎯 Mission Objective RSI BB Gun identifies extreme market conditions using RSI and Bollinger Bands, then overlays trend and volatility intelligence so you know when the setup is real. The ❌ is your target acquisition signal—price just moved from an extreme zone back into play. Now you’ve got a clean radar lock. ________________________________________ 📡 How to Operate 🟣 Step 1: Watch for the ❌'s (Black X = RSI & Bollinger Band Extremes Encountered) • The Purple X means price and RSI are both stretched—and just snapped back into range. • The target is now in the cross hairs and potentially ready for engagement. 🟥 Step 2: Confirm the Trend • The thick ribbon tells you if the trend is with you: o 🟢 Green = Uptrend. Focus on long setups. o 🔴 Red = Downtrend. Focus on puts or short plays. • Align with trend. Only engage when the field favors your position. 🔺 Step 3: Evaluate Signal Context • Green Triangles = price just crossed below lower Bollinger Band (oversold). • Red Triangles = price crossed above upper Band (overbought). • Horizontal Lines Disappeared = The bar after the green or red horizontal line disappears means its time. We patiently wait for this as it means the momentum may be changing. • These are your early indicators—they scout the setup on the GO / NO GO DECISION. • ❌ + triangle + trend = clean shot. ________________________________________ ☁️ Avoid These Situations • ❌ in a choppy/no-trend zone = false alarm. Don’t engage. • Repeated black ❌s without a purple ❌confirmation = low conviction. Let it go. ________________________________________ ________________________________________ 🪖 Operator's Mindset “You don’t chase trades. You stalk them. When the ❌ flashes, the system has found a target. What you do next is up to your discipline, your tools, and your plan.” ________________________________________ Note: This is a free version. Upcoming paid version includes multi-timeframes working together. Multiple strategies. Volatility meter. Make money and master the BB Gun so that you can elevate to the Snipers weapon. 🔒 Want More Firepower? Upgraded version coming soon. Unlocks next-gen targeting tools: • Multi-timeframe RSI intelligence in a live dashboard • Precision-timed combo signals based on layered volatility + RSI logic • Advanced trend filters, trade zone overlays, and sniper-level entry indicators • Ideal for swing traders and options strategists who want clarity under pressure 💥 Budget-friendly. No subscription. Upgrade when you're ready to go Pro. Tip: Make 4+ trades mastering this setup. Then use a small portion of the trades to gain more features. Always be in a position you cannot lose. 🆚 Why This Beats Standard RSI/BB Tools Mission Feature Basic Indicators RSI Ribbon Lite Trend Confirmation ❌ ✅ Ribbon Overlay Multi-Timeframe Awareness ❌ ✅ 5-Timeframe RSI Grid Volatility Confirmation ❌ ✅ Weighted ATR Scoring Combo Signal Alerts ❌ ✅ ❌ Reentry Combo Alerts TradingView Alerts ❌ ✅ Built-In Radar Ping #rsi #bb #bollingerbands #hull ma #trend
อินดิเคเตอร์ Pine Script®
โดย realestatecoach5
6
All SMAs Bullish/Bearish ScreenerTitle: All SMAs Bullish/Bearish Screener: Uncover Powerful Trend Alignment Description: Are you tired of sifting through countless charts, desperately trying to find stocks that are truly trending? Do you seek clear, unequivocal signals that scream "Buy!" or "Sell!" based on robust price action? Look no further. Introducing the "All SMAs Bullish/Bearish Screener," a powerful yet elegantly simple Pine Script indicator designed to pinpoint stocks where the current price is in absolute harmony (or discord) with a comprehensive suite of Simple Moving Averages. The Power of Confluence: Why This Indicator Matters In the dynamic world of trading, strong trends are often characterized by significant alignment across multiple timeframes. This indicator is built on the profound principle of Moving Average Confluence. Instead of just looking at one or two moving averages, this screener meticulously analyzes the relationship between the current closing price and six critical Simple Moving Averages (SMAs): the 5, 10, 20, 50, 100, and 200-period SMAs. When the price is trading above ALL these moving averages – from the shortest-term (5-period) to the longest-term (200-period) – it's a powerful declaration of unwavering bullish momentum. This often signifies strong institutional buying, a clear accumulation phase, and a robust uptrend across all market horizons. Imagine easily identifying stocks like the one pictured (SAIL), where price confidently rides above every key average, signaling a prime opportunity. Conversely, when the price is trading below ALL these moving averages, it indicates a severe and widespread bearish bias. This is a warning sign, often preceding further declines, suggesting strong distribution, and a downtrend that impacts every time horizon. What This Script Delivers: Unambiguous Trend Identification: Quickly identify stocks exhibiting exceptionally strong bullish or bearish trends. No more guessing – the alignment of all SMAs provides undeniable clarity. Customizable SMA Lengths: Tailor the moving average periods to your specific trading style and preferred timeframes. Whether you prefer slightly different short, medium, or long-term averages, you have full control via user-friendly input settings. Instant Visual Cues: The indicator visually highlights these rare and significant conditions directly on your chart: A green triangle-up signal appears below the bar when all SMAs are bullish. A red triangle-down signal appears above the bar when all SMAs are bearish. The chart background color will subtly shift to lime green for bullish alignment and red for bearish alignment, providing immediate visual feedback at a glance. Real-time Screener Capability (via TradingView Alerts): This is where the true power of this script shines for efficient trading. Set up custom alerts on TradingView for "All SMAs Bullish" or "All SMAs Bearish" conditions. Receive instant notifications (email, mobile, webhook) on any stock in your watchlist that meets these stringent criteria, allowing you to react swiftly to high-probability setups without constant chart monitoring. The alert message even tells you the ticker! On-Chart Status Display: A clear, concise status message is displayed directly on your chart, indicating "Current Price is ABOVE ALL SMAs (Bullish)", "Current Price is BELOW ALL SMAs (Bearish)", or "SMAs are Mixed," ensuring you're always aware of the prevailing condition. Who is This For? This indicator is invaluable for: Trend Followers: Identify robust trends early and ride them for significant gains. Swing Traders: Spot strong directional momentum for intermediate-term trades. Long-Term Investors: Confirm the health and direction of fundamental trends. Screener Enthusiasts: Automate your market scanning to find the cleanest setups. Stop wasting time on ambiguous charts. Leverage the "All SMAs Bullish/Bearish Screener" to gain an edge, simplify your analysis, and focus only on the highest conviction trend opportunities. Add it to your favorites today and transform your trading workflow! #PineScript #TradingView #SMA #MovingAverage #TrendFollowing #StockScreener #TechnicalAnalysis #Bullish #Bearish #MarketScanner
อินดิเคเตอร์ Pine Script®
โดย appzandgame
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.
อินดิเคเตอร์ Pine Script®
โดย OmegaTools
2
Mega Rise The Mega Rise indicator helps you find entry points for buying and selling. It uses several indicators and its own algorithm to analyze the market. It works on any timeframe and any currency pair. Индикатор Mega Rise помогает найти точки входа для покупки и продажи. Для анализа рынка он использует несколько индикаторов, а также свой алгоритм. Работает на любом таймфрейме и любой валютной паре.
อินดิเคเตอร์ Pine Script®
โดย kitttosss
SMA TableSMA Table This indicator displays a clean, simple table showing the current status of three key Simple Moving Averages (SMAs) relative to price. The table changes color based on price position - green when price is above the SMA and red when below. Features: - Shows 3 customizable Simple Moving Averages (default: 20, 50, 200) - Visual color-coding: green when price is above an SMA, red when below - Compact table display that doesn't clutter your chart - Customizable alert settings for price crosses of each SMA - No chart plotting - perfect as a supplementary indicator Use Cases: - Quick visual reference for trend direction using multiple timeframes - Monitor key technical levels without chart clutter - Get alerts when price crosses important moving averages - Use as part of a trend-following strategy This clean, minimalist indicator helps traders quickly assess market trend structure across multiple timeframes without the visual noise of multiple moving average lines on their charts.
อินดิเคเตอร์ Pine Script®
โดย volatility_Viking
EMA 50/100/200/400📊 EMA 50/100/200/400 Indicator Description - This indicator displays four different exponential moving averages (EMAs) on a single chart. - It allows you to clearly identify trends from short-term to long-term perspectives. - By analyzing the spacing and alignment of the EMAs, you can assess the market’s momentum and overall strength. ✅ EMAs Used - EMA 50: Shortest-term, for immediate trend confirmation (light green, #81c784) - EMA 100: Short- to mid-term trend confirmation (blue, #5b9cf6) - EMA 200: Mid- to long-term trend benchmark (purple, #ba68c8) - EMA 400: Longest-term, ultra-long trend benchmark (white) ✅ Trading Strategy (Short-term perspective) - When short-term EMAs (50, 100) are above long-term EMAs (200, 400): strong uptrend → consider long positions. - When short-term EMAs are below long-term EMAs: downtrend → consider short positions. ✅ Swing or Long-term Investment Strategy - 200 EMA: Long-term trend benchmark → below it signals undervaluation → consider small, phased (scaled-in) entries. - 400 EMA: Ultra-long-term average → further signals deeper undervaluation → consider additional heavier scaled entries. - When both EMAs are below the price: statistically considered oversold → consider large-scale phased entries. - When the 50 EMA is significantly above the 400 EMA in a strong uptrend: consider partial profit-taking. - When the 50 EMA crosses below the 400 EMA (bearish crossover): consider full exit. copyright @invest_hedgeway =========================================================================== 📊 EMA 50/100/200/400 지표 설명 - 4개의 다른 기간 지수이동평균선(EMA) 을 한 차트에 동시에 표시해주는 지표입니다. - 이를 통해 단기부터 장기까지 다양한 관점에서 추세를 한눈에 파악할 수 있습니다. - EMA 간격과 정렬 상태를 통해 시장의 모멘텀과 강도를 파악할 수 있습니다. ✅ 사용된 EMA - EMA 50: 가장 짧은 기간, 단기 추세 확인용 (밝은 녹색, #81c784) - EMA 100: 중·단기 추세 확인용 (파란색, #5b9cf6) - EMA 200: 중·장기 추세 확인용 (보라색, #ba68c8) - EMA 400: 가장 긴 기간, 장기 추세 확인용 (흰색) ✅ 트레이딩 관점 매매 활용법 - 단기 EMA(50, 100)가 장기 EMA(200, 400) 위에 있으면 강한 상승 추세로 롱 - 단기 EMA가 장기 EMA 아래에 있으면 하락 추세 숏 ✅ 스윙 또는 장투 관점 매매 활용법 - 200일 EMA: 장기 추세 기준선 → 아래에 있으면 저평가 신호로 소량 분할매수 진행 - 400일 EMA: 초장기 평균 가격 → 추가적인 저점 및 최종 지지 중량 분할매수 진행 - 두 EMA 모두 아래에 있으면 통계적으로 과매도 상태로 간주 → 대량 분할매수 진행 - 50 EMA와 400 EMA가 정배열로 멀리 떨어진 과열 상태일 때 → 분할 매도 고려 - 50 EMA와 400 EMA가 역배열로 바뀔때 → 풀 매도 고려 copyright @invest_hedgeway
อินดิเคเตอร์ Pine Script®
โดย invest_hedgeway
Fair Value Z Gauge📊 Fair Value Z Gauge Indicator Description - This indicator visually represents whether the price is relatively overvalued or undervalued compared to a specific moving average (MA) using a Z-score normalization approach. - When the Z-score is around 0, it can be interpreted statistically as fair value or "fair price." ✅ Key Concept - Price-to-MA ratio (p_ratio): Calculated by dividing the price by the MA and then subtracting 1, this shows the relative deviation from the moving average. - Z-score normalization: p_ratio is divided by its 200-period standard deviation, making it easy to identify statistically significant overbought or oversold zones. ✅ Default & User Inputs - Default MA period (100, DEMA by default) - Selectable MA types: EMA, SMA, WMA, VWMA, RMA, DEMA, TEMA, ZLEMA, HMA - Upper/lower threshold levels (h_level: 3, l_level: -1.5) - Signal line period (default: 100) and line thickness ✅ Visualization - Z-score line: Red gradient for overbought, aqua/green gradient for oversold zones - Signal line: SMA of p_ratio for trend confirmation - Upper/lower threshold lines: Clearly indicate risk and undervaluation zones - Fill highlights: Visual emphasis when crossing thresholds - Bar color: Automatically adjusts based on Z-score status - Table: Displays real-time p_ratio value ✅ Swing Trading Strategy Interpretation & Usage - Upper red peak: Overbought zone → Mandatory profit-taking or sell signal - Lower blue bottom: Undervalued zone → Mandatory buy signal - Line dropping toward 0: Ideal for gradual, phased entries (scaling in) - Signal line: Helps confirm overall trend and entry/exit timing 💡 Usage Ideas - Enables clear, quantified entry/exit strategies based on statistical overextension - Allows for various MA combinations to define personalized "fair value" levels - Ideal for scaling in/out and portfolio rebalancing strategies copyright @invest_hedgeway =========================================================================== 📊 Fair Value Z Gauge 지표 설명 - 이 지표는 가격이 특정 이동평균(MA) 대비 상대적으로 고평가(Overvalued) 혹은 저평가(Undervalued) 되었는지를 Z-score 방식으로 정규화하여 시각적으로 보여줍니다. - Z-Score가 0이라면 통계적으로 적정평가=공정가치라고 설명할 수 있습니다. ✅ 주요 개념 -가격 대비 이동평균 비율 (p_ratio) : 가격을 MA로 나눈 뒤 -1을 적용해 MA와의 상대적 괴리를 계산합니다. - Z-score 기반 정규화: p_ratio를 200기간 표준편차로 나누어, 통계적으로 의미 있는 과열 구간과 저평가 구간을 쉽게 파악하도록 설계했습니다. ✅ 기본 입력 및 사용자 입력값 - 기본 MA 기간 (기본: 100, DEMA) - MA 유형 선택 가능 : EMA, SMA, WMA, VWMA, RMA, DEMA, TEMA, ZLEMA, HMA - 상단/하단 기준 경계선 (h_level: 3, l_level: -1.5) - 시그널 라인 기간 (기본: 100) 및 굵기 ✅ 시각화 구성 - Z-score 라인: 과열 시 빨간색, 과매도 시 청록색/녹색 그라디언트 - 시그널 라인: p_ratio의 SMA로 추세 보조 - 상단/하단 기준선: 위험 구간과 저점 구간 한눈에 확인 - fill 강조: 기준선 돌파 시 시각적 강조 - 바 색상: Z-score 상태에 따라 자동 채색 - 테이블: 현재 p_ratio 값 실시간 표시 ✅ 스윙매매 간 전략적 해석 및 활용 - 상단 빨간 색상 최고·저점: 과열 구간 → 반드시 차익실현 또는 매도 신호 - 하단 파랑 색상 저점: 저평가 구간 → 반드시 매수 신호 - 선이 하락하며 0 인근 도달: 단계적 분할매수 시점 - 시그널 라인은 전체 흐름과 추가 타이밍 보조 💡 활용 아이디어 - 정량화된 과열·과매도 기준으로 단호한 진입·청산 전략 가능 - 다양한 MA 실험으로 자신만의 "공정 가치" 탐색 - 분할매수·매도, 포트폴리오 리밸런싱 전략에 최적 copyright @invest_hedgeway
อินดิเคเตอร์ Pine Script®
โดย invest_hedgeway
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