Mulakan

Exponential Moving Average (EMA)

Lucid Lion Entry Sniper V1The Lucid Lion Entry Sniper V1 is not your average indicator — it’s your private trading edge, built to help you pinpoint high-probability entries with laser accuracy. Designed for serious traders, this invite-only tool gives you the clarity you need to act with confidence in fast-moving markets The Entry Sniper analyzes multiple layers of price action and market behavior to highlight potential setups in real-time. When conditions align, you get instant visual cues right on your chart — helping you react faster and with greater confidence. This tool is invite-only and is not available in the TradingView public library. To request access send and email to: LucidLionLLC@icloud.com Trading involves risk. The Lucid Lion Entry Sniper V1 is designed as a market analysis tool to support your decision-making process — it does not guarantee profits. Always trade responsibly and manage your risk.
Penunjuk Pine Script®
oleh lucidlionfinancial
RCI Buy/Sell Signals RCI Buy/Sell Signals — Dual-RCI State Machine with EMA Bias (Protected) A purpose-built signal tool that combines two RCI horizons with a deterministic state machine and an EMA-based background bias. It is not a simple mashup: the components are designed to work together so that trend context, timing, and exits form a coherent workflow. The code remains closed-source to protect a proprietary implementation; this description explains what it does and how the pieces interact so traders can evaluate it. What it does On-chart signals: Marks potential BUY/SELL entries and EXITs directly on the chart (markers are drawn with a −1 bar offset for readability). Trend bias at a glance: Background shading reflects EMA context: Green when price is above both EMA1 and EMA2 Red when price is below both EMA1 and EMA2 No shading otherwise (EMA lengths and timeframes are user-configurable.) Deterministic state machine: Ensures only one active side at a time (flat → long/short → exit), so entries/exits do not overlap or contradict each other. How it works (conceptual) Two-horizon RCI framework: A MID-RCI monitors regime transitions using mid-range thresholds. A LONG-RCI acts as a slower directional filter/validator. Two timing modes (you can enable either or both): Steadily — MID-RCI transitions across mid-band thresholds (e.g., around −50/50) govern entries; LONG-RCI direction is used to confirm/align. Above — LONG-RCI crosses its pivotal level (around zero) with directional agreement. These modes are integrated—not stacked randomly—so that one provides timing, the other directional context. Exits & risk guard: Exits trigger on MID-RCI reaching extreme bands (e.g., ±85) or when price violates a simple N-bar extremum stop (default: 20-bar low/high), whichever comes first. This makes exits explicit rather than relying on a trailing overlay. Why this is not “just a merge” The EMAs are not a separate indicator pasted on top; they only provide a binary bias that gates background shading and helps filter entries visually. The RCI pair is functionally split (timing vs. confirmation) and then synchronized through a state machine that prevents conflicting signals and enforces clean transitions. The script ships with signal placement discipline (−1 offset markers for clarity) and built-in exit logic based on RCI extremes plus a simple context stop—an integrated design choice, not an ad-hoc mix. Inputs (overview) Display: Show Entry Signals / Show Exit Signals / Show Background Context: EMA1/EMA2 lengths & timeframes (background bias only) RCI: Long/Mid lengths and source How to use Apply the script on a clean chart (no other indicators unless you explain why). Use the background color as high-level bias, then use the on-chart signals for timing. Optionally set alerts with “Any alert() function call” to receive signal notifications. Confirm with your own risk management, liquidity checks, and higher-timeframe confluence. Notes on publication (for moderators & traders) Closed-source rationale: The specific RCI ranking/threshold scheme and the state-machine selection logic are part of ongoing proprietary research; the code is protected. This description details the concepts and interactions sufficiently to understand what the script does and how components work together, while preserving implementation specifics. Disclaimer For educational/informational purposes only; not financial advice. Test thoroughly before live use. Trading involves risk.
Penunjuk Pine Script®
oleh toshival034
Infinite EMA with Alpha Control♾️ Infinite EMA with Alpha Control What Makes This EMA "Infinite"? Unlike traditional EMA indicators that are limited to typical periods (1-5000), this Infinite EMA breaks all boundaries. You can create EMAs with periods of 1,000, 10,000, or even 1,000,000 bars - that's why it's called "infinite"! Also Infinite EMA starts working immediately from the very first bar on your chart Why This EMA is "Infinite": 1. Mathematically: When N → ∞, alpha → 0, meaning infinitely long "memory" 2. Practically: You can set any period - even 100,000 bars 3. Flexibility: Alpha allows precise control over the "forgetting speed" How Does It Work? The magic lies in the Alpha parameter. While regular EMAs use fixed formulas, this indicator gives you direct control over the EMA's "memory" through Alpha values: • High Alpha (0.1-0.2): Fast reaction, short memory • Medium Alpha (0.01-0.05): Balanced response • Low Alpha (0.0001-0.001): Extremely slow reaction, very long memory • Ultra-low Alpha (0.000001): Almost frozen in time The Mathematical Formula: Alpha = 2 / (Period + 1) This means you can achieve any EMA period by adjusting Alpha, giving you infinite flexibility! Expanded "Infinite EMA" Table: Period EMA (N) - Alpha (Rounded) - Alpha (Exact) - Description 10 - 0.1818 - 0.181818... - Fast EMA 20 - 0.0952 - 0.095238... - Short-term 50 - 0.0392 - 0.039215... - Medium-term 100 - 0.0198 - 0.019801... - Long-term 200 - 0.0100 - 0.009950... - Standard long-term 500 - 0.0040 - 0.003996... - Very long-term 1,000 - 0.0020 - 0.001998... - Super long-term 2,000 - 0.0010 - 0.000999... - Ultra long-term 5,000 - 0.0004 - 0.000399... - Mega long-term 10,000 - 0.0002 - 0.000199... - Giga long-term 25,000 - 0.00008 - 0.000079... - Century-scale EMA 50,000 - 0.00004 - 0.000039... - Practically motionless 100,000 - 0.00002 - 0.000019... - "Glacial" EMA 500,000 - 0.000004 - 0.000003... - Geological timescale 1,000,000 - 0.000002 - 0.000001... - Approaching constant 5,000,000 - 0.0000004 - 0.0000003... - Virtually static 10,000,000 - 0.0000002 - 0.0000001... - Nearly flat line 100,000,000 - 0.00000002 - 0.00000001... - Mathematical infinity Formula: Alpha = 2/(N+1) where N is the EMA period Key Features: Dual EMA System: Run fast and slow EMAs simultaneously Crossover Signals: Automatic buy/sell signals with customizable alerts Alpha Control: Direct mathematical control over EMA behavior Infinite Periods: From 1 to 100,000,000+ bars Visual Customization: Colors, fills, backgrounds, signal sizes Instant Start: Works accurately from the very first bar Update Intervals: Control calculation frequency for noise reduction Why Choose Infinite EMA? 1. Unlimited Flexibility: Any period you can imagine 2. Mathematical Precision: Direct alpha control for exact behavior 3. Professional Grade: Suitable for all trading styles 4. Easy to Use: Simple settings with powerful results 5. No Warm-up Period: Accurate values from bar #1 Simple Explanation: Think of EMA as a "memory system": • High Alpha = Short memory (forgets quickly, reacts fast) • Low Alpha = Long memory (remembers everything, moves slowly) With Infinite EMA, you can set the "memory length" to anything from seconds to centuries! ⚡ Instant Start Feature - EMA from First Bar Immediate Calculation from Bar #1 Unlike traditional EMA indicators that require a "warm-up period" of N bars before showing accurate values, Infinite EMA starts working immediately from the very first bar on your chart. How It Works: Traditional EMA Problem: • Standard 200-period EMA: Needs 200+ bars to become accurate • First 200 bars: Shows incorrect/unstable values • Result: Large portions of historical data are unusable Infinite EMA Solution: Bar #1: EMA = Current Price (perfect starting point) Bar #2: EMA = Alpha × Price + (1-Alpha) × Previous EMA Bar #3: EMA = Alpha × Price + (1-Alpha) × Previous EMA ...and so on Key Benefits: No Warm-up Period: Start trading signals from day one Full Chart Coverage: Every bar has a valid EMA value Historical Accuracy: Backtesting works on entire dataset New Markets: Works perfectly on newly listed assets Short Datasets: Effective even with limited historical data Practical Impact: Scenario Traditional EMA Infinite EMA New cryptocurrency Unusable for first 200 days ✅ Works from day 1 Limited data (< 200 bars) Inaccurate values ✅ Fully functional Backtesting Must skip first 200 bars ✅ Test entire history Real-time trading Wait for stabilization ✅ Trade immediately Technical Implementation: if barstate.isfirst EMA := currentPrice // Perfect initialization else EMA := alpha × currentPrice + (1-alpha) × previousEMA This smart initialization ensures mathematical accuracy from the very first calculation, eliminating the traditional EMA "ramp-up" problem. Why This Matters: For Backesters: Use 100% of available data For Live Trading: Get signals immediately on any timeframe For Researchers: Analyze complete datasets without gaps Bottom Line: Infinite EMA is ready to work the moment you add it to your chart - no waiting, no warm-up, no exceptions! Unlike traditional EMAs that require a "warm-up period" of 200+ bars before showing accurate values, Infinite EMA starts working immediately from bar #1. This breakthrough eliminates the common problem where the first portion of your chart shows unreliable EMA data. Whether you're analyzing a newly listed cryptocurrency, working with limited historical data, or backtesting strategies, every single bar provides mathematically accurate EMA values. No more waiting periods, no more unusable data sections - just instant, reliable trend analysis from the moment you apply the indicator to any chart. 🔄 Update Interval Bars Feature The Update Interval feature allows you to control how frequently the EMA recalculates, providing flexible noise filtering without changing the core mathematics. Set to 1 for standard behavior (updates every bar), or increase to 5-10 for smoother signals that update less frequently. Higher intervals reduce market noise and false signals but introduce slightly more lag. This is particularly useful on volatile timeframes where you want the EMA's directional bias without every minor price fluctuation affecting the calculation. Perfect for swing traders who prefer cleaner, more stable trend lines over hyper-responsive indicators. Conclusion The Infinite EMA transforms the traditional EMA from a fixed-period tool into a precision instrument with unlimited flexibility. By understanding the Alpha-Period relationship, traders can create custom EMAs that perfectly match their trading style, timeframe, and market conditions. The "infinite" nature comes from the ability to set any period imaginable - from ultra-fast 2-bar EMAs to glacially slow 10-million-bar EMAs, all controlled through a single Alpha parameter. ________________________________________ Whether you're a beginner looking for simple trend following or a professional researcher analyzing century-long patterns, Infinite EMA adapts to your needs. The power of infinite periods is now in your hands! 🚀 Go forward to the horizon. When you reach it, a new one will open up. - J. P. Morgan
Penunjuk Pine Script®
oleh Sesilya
2
Script_Algo - High Low Range MA Crossover Strategy🎯 Core Concept This strategy uses modified moving averages crossover, built on maximum and minimum prices, to determine entry and exit points in the market. A key advantage of this strategy is that it avoids most false signals in trendless conditions, which is characteristic of traditional moving average crossover strategies. This makes it possible to improve the risk/reward ratio and, consequently, the strategy's profitability. 📊 How the Strategy Works Main Mechanism The strategy builds 4 moving averages: Two senior MAs (on high and low) with a longer period Two junior MAs (on high and low) with a shorter period Buy signal 🟢: when the junior MA of lows crosses above the senior MA of highs Sell signal 🔴: when the junior MA of highs crosses below the senior MA of lows As seen on the chart, it was potentially possible to make 9X on the WIFUSDT cryptocurrency pair in just a year and a half. However, be careful—such results may not necessarily be repeated in the future. Special Feature Position closing priority ❗: if an opposite signal arrives while a position is open, the strategy first closes the current position and only then opens a new one ⚙️ Indicator Settings Available Moving Average Types EMA - Exponential MA SMA - Simple MA SSMA - Smoothed MA WMA - Weighted MA VWMA - Volume Weighted MA RMA - Adaptive MA DEMA - Double EMA TEMA - Triple EMA Adjustable Parameters Senior MA Length - period for long-term moving averages Junior MA Length - period for short-term moving averages ✅ Advantages of the Strategy 🛡️ False Signal Protection - using two pairs of modified MAs reduces the number of false entries 🔄 Configuration Flexibility - ability to choose MA type and calculation periods ⚡ Automatic Switching - the strategy automatically closes the current position when receiving an opposite signal 📈 Visual Clarity - all MAs are displayed on the chart in different colors ⚠️ Disadvantages and Risks 📉 Signal Lag - like all MA-based strategies, it may provide delayed signals during sharp movements 🔁 Frequent Switching - in sideways markets, it may lead to multiple consecutive position openings/closings 📊 Requires Optimization - optimal parameters need to be selected for different instruments and timeframes 💡 Usage Recommendations Backtest - test the strategy's performance on historical data Optimize Parameters - select MA periods suitable for the specific trading instrument Use Filters - add additional filters to confirm signals Manage Risks - always use stop-loss and take-profit orders. You can safely connect to the exchange via webhook and enjoy trading. Good luck and profits to everyone!!
Strategi Pine Script®
oleh Script_Algo
Script_Algo - Fibo Correction Strategy🔹 Core Concept The strategy is built on combining Fibonacci retracement levels, candlestick pattern confirmation, and trend filtering for trade selection. It performs well on the 1-hour timeframe across many cryptocurrency pairs. Particularly on LINKUSDT over the past year and a half, despite the not very optimal 1:1 risk/reward ratio. The logic is simple: after a strong impulse move, the price often retraces to key Fibonacci levels (specifically, the 61.8% level). If a confirming candlestick (pattern) appears at this moment, the strategy looks for an entry in the direction of the main trend. 🔹 Indicators Used in the Strategy ATR (Average True Range) — Used to calculate the stop-loss and take-profit levels. EMA (9 and 21) — Additional moving averages for assessing the direction of movement (not directly used in entry conditions, but the logic can be expanded to include them). SMA (Trend Filter, 20 by default) — The trend direction filter. Trades are only opened in its direction. Fibonacci Levels — The 61.8% retracement level is calculated based on the high and low of the previous candle. 🔹 Entry Conditions 🟢 Long (Buy): Previous Candle: Must be green (close higher than open). Must have a body not smaller than a specified minimum. The upper wick must not exceed 30% of the body size. → This filters out "weak" or "indecisive" candles. Current Candle: Price touches or breaches the Fibonacci 61.8% retracement level from the previous range. Closes above this level. Closes above the Trend Filter (SMA) line. A position is opened only if there are no other open trades at the moment. 🔴 Short (Sell): Previous Candle: Must be red (close lower than open). Must have a body not smaller than a specified minimum. The lower wick must not exceed 30% of the body size. Current Candle: Price touches or breaches the Fibonacci 61.8% retracement level from the previous range. Closes below this level. Closes below the Trend Filter (SMA) line. A trade is opened only if there are no other open positions. 🔹 Risk Management Stop-Loss = ATR × multiplier (default is 5). Take-Profit = ATR × the same multiplier. Thus, the default risk/reward ratio is 1:1, but it can be easily adjusted by changing the coefficient. Although, strangely enough, this ratio has shown the best results on some assets on the 1-hour timeframe. 🔹 Chart Visualization Fibonacci level for Long — Green line with circles. Fibonacci level for Short — Red line with circles. Trend Filter line (SMA) — Blue. 🔹 Strengths of the Strategy ✅ Utilizes a proven market pattern — retracement to the 61.8% level. ✅ Further filters entries using trend and candlestick patterns. ✅ Simple, transparent logic that is easy to expand (e.g., adding other Fib levels, an EMA filter, etc.). 🔹 Limitations ⚠️ Performs better in trending markets; can generate false signals during ranging (sideways) conditions. ⚠️ The fixed 1:1 risk/reward ratio is not always optimal and could be refined. ⚠️ Performance depends on the selected timeframe and ATR parameters. 📌 Summary: The strategy seeks corrective entries in the direction of the trend, confirmed by candlestick patterns. It is versatile and can be applied to forex pairs, cryptocurrencies, and stocks. ⚠️ Not financial advice. Pay close attention to risk management to avoid blowing your account. The strategy is not repainting — I have personally verified it through real testing — but it may not necessarily replicate the same results in the future, as the market is constantly changing. Test it, profit, and good luck to everyone!
Strategi Pine Script®
oleh Script_Algo
2
Vantage-XVANTAGE-X – The Market. Decoded. Your vantage point between bull & bear — clarity, precision, and high-probability trading signals. VANTAGE-X is a high-probability trading system designed to cut through the noise and deliver clarity at a glance. 🔹 What It Does • EMA 20 (1H), EMA 50 (4H), EMA 200 (chart timeframe) → Instant bullish/bearish signals • VWAP → Bullish/Bearish/Neutral, based on last 5 candles for precision • Daily Bias → Bullish or Bearish without switching charts • Chop Filter → Detects if market is trending or choppy (last 10 candles) • Works across all assets on TradingView — futures, forex, stocks, crypto, options 🔹 Why Traders Use It • Eliminates chart clutter and analysis paralysis • No more flipping timeframes — dashboard updates automatically • Clear signals = faster decisions, cleaner trades 🚨 Subscription Access Only – Invite-Only Script This indicator is available exclusively to subscribed members of VANTAGE-X. Access is tied to your TradingView username and managed manually by our team. 👉 Website coming soon
Penunjuk Pine Script®
oleh vismorc8640
BPS Multi-MA 5 — 22/30, SMA/WMA/EMA# Multi-MA 5 — 22/30 base, SMA/WMA/EMA **What it is** A lightweight 5-line moving-average ribbon for fast visual bias and trend/mean-reversion reads. You can switch the MA type (SMA/WMA/EMA) and choose between two ways of setting lengths: by monthly “session-based” base (22 or 30) with multipliers, or by entering exact lengths manually. An optional info table shows the effective settings in real time. --- ## How it works * Calculates five moving averages from the selected price source. * Lengths are either: * **Multipliers mode:** `Base × Multiplier` (e.g., base 22 → 22/44/66/88/110), or * **Manual mode:** any five exact lengths (e.g., 10/22/50/100/200). * Plots five lines with fixed legend titles (MA1…MA5); the **info table** displays the actual type and lengths. --- ## Inputs **Length Mode** * **Multipliers** — choose a **Base** of **22** (≈ trading sessions per month) or **30** (calendar-style, smoother) and set **×1…×5** multipliers. * **Manual** — enter **Len1…Len5** directly. **MA Settings** * **MA Type:** SMA / WMA / EMA * **Source:** any series (e.g., `close`, `hlc3`, etc.) * **Use true close (ignore Heikin Ashi):** when enabled, the MA is computed from the underlying instrument’s real `close`, not HA candles. * **Show info table:** toggles the on-chart table with the current mode, type, base, and lengths. --- ## Quick start 1. Add the indicator to your chart. 2. Pick **MA Type** (e.g., **WMA** for faster response, **SMA** for smoother). 3. Choose **Length Mode**: * **Multipliers:** set **Base = 22** for session-based monthly lengths (stocks/FX), or **30** for heavier smoothing. * **Manual:** enter your exact lengths (e.g., 10/22/50/100/200). 4. (Optional) On **Heikin Ashi** charts, enable **Use true close** if you want the lines based on the instrument’s real close. --- ## Tips & notes * **1 month ≈ 21–22 sessions.** Using 30 as “monthly” yields a smoother, more delayed curve. * **WMA** reacts faster than **SMA** at the same length; expect earlier signals but more whipsaws in chop. * **Len = 1** makes the MA track the chosen source (e.g., `close`) almost exactly. * If changing lengths doesn’t move the lines, ensure you’re editing fields for the **active Length Mode** (Multipliers vs Manual). * For clean comparisons, use the **same timeframe**. If you later wrap this in MTF logic, keep `lookahead_off` and handle gaps appropriately. --- ## Use cases * Trend ribbon and dynamic bias zones * Pullback entries to the mid/slow lines * Crossovers (fast vs slow) for confirmation * Volatility filtering by spreading lengths (e.g., 22/44/88/132/176) --- **Credits:** Built for clarity and speed; designed around session-based “monthly” lengths (22) or smoother calendar-style (30).
Penunjuk Pine Script®
oleh wepritz84
Triple EMA Trend TP Strategy (Filtered Entries + Dynamic Exit)Overview The Triple EMA Trend TP Strategy is a robust trend-following approach designed for clear, disciplined entries and exits. It leverages a triple EMA crossover for entry signals, combined with a long‑term SMA trend filter, a fixed take‑profit percentage, and a dynamic dual‑EMA exit mechanism to optimize performance and risk management. Key Features Triple EMA Crossover Entry Detects momentum shifts by waiting for the fast EMA to cross above the slow EMA, signaling bullish momentum buildup. Trend Filter (SMA) Ensures trades are only taken when price is above the long-term trend (SMA), filtering out low-probability setups. Take Profit (TP) Applies a customizable fixed TP, e.g., defaulting to 9.8%, allowing disciplined profit-taking. Dual EMA Exit Uses two EMAs on a separate exit logic—if the short exit EMA undercuts the mid exit EMA, the strategy closes the position. Adjustable Parameters All key lengths—including fast, mid, slow entry EMAs, trend SMA, exit EMAs, and TP percentage—are user-configurable to suit different assets and timeframes. Date Range Control Users can define a backtest window with start and end dates, preventing misleading performance outside intended periods. Flexible Position Management Supports full‑equity position sizing, pyramiding up to 10 entries, and runs every tick for high precision. Setup & Inputs fastLen: Entry Fast EMA midLen: Entry Mid EMA slowLen: Entry Slow EMA trendLen: Trend Filter SMA tpPercent: Take Profit Percentage exitFastLen: Exit Fast EMA exitMidLen: Exit Mid EMA startDate / endDate: Backtest time range Why This Strategy Stands Out This strategy marries classic trend-following principles with modern risk-control tactics, making it both intuitive and advanced. It balances aggressive entry signals with safety checks via trend validation and layered exit logic. The inclusion of a TP ensures profits are locked in, while the dual EMA exit adds adaptive flexibility to close positions when momentum fades. How to Use & Customize Configure Inputs Adjust EMAs, trend length, and TP percentage to fit your asset and timeframe. For example, shorter EMAs suit intraday trading; longer ones work well for swing strategies. Set Backtest Range Use the start/end date fields to limit your testing to the most relevant data, reducing noise from irrelevant market periods. Backtest & Optimize Review the Strategy Tester’s performance metrics—Equity curve, drawdown, profit factor, trade list—to assess effectiveness. Fine‑Tune Tweak TP, EMAs, or trend length to optimize drawdowns, win rate, or return profile.
Strategi Pine Script®
oleh PPonBIN
1
PowerTrend Pro Strategy – Gold OptimizedTired of false signals on Gold? PowerTrend Pro combines VWAP, Supertrend, RSI, and smart MA filters with trailing stops & break-even logic to deliver high-probability trades on XAUUSD. PowerTrend Pro Strategy is a professional-grade trading system designed to capture high-probability swing and intraday opportunities on XAUUSD (Gold) and other volatile markets. 🔑 Core Features VWAP Anchoring – institutional fair value reference to filter trades. Supertrend (ATR-based) – adaptive trend filter tuned for Gold’s volatility. Multi-Timeframe RSI – confirms momentum alignment across intraday and higher timeframe. EMA + SMA Combo – ensures trades follow strong directional bias, reducing false signals. Dynamic Risk Management Adjustable Take Profit / Stop Loss (%) Trailing Stop that locks in profits on extended moves Break-Even Logic (stop loss moves to entry once price is in profit) ⚡ Gold-Tuned Presets XAUUSD 1H → tighter TP/SL & faster entries for active intraday trading. XAUUSD 4H → wider ATR filter & trailing stops to capture bigger swings. Generic Mode → works on Forex, Indices, and Crypto (fully customizable). 🎯 Why It Works Gold is notoriously volatile — quick spikes wipe out weak strategies. PowerTrend Pro solves this by combining: ✅ Institutional bias (VWAP) ✅ Adaptive trend filter (Supertrend) ✅ Momentum confirmation (RSI MTF) ✅ Robust trend structure (EMA + SMA) ✅ Smart exits (TP, SL, trailing & breakeven) This multi-layer confirmation makes entries stronger and keeps risk under control. 🛠️ Usage Add the strategy to your chart. Choose a preset (XAUUSD 1H, 4H, or Generic). Run Strategy Tester for performance metrics. Optimize TP/SL and ATR values for your broker & market conditions. 🔥 Pro Tip: Combine this strategy with a session filter (London/NY overlap) or volume confirmation to boost accuracy in Gold.
Strategi Pine Script®
oleh MarkSteve_7
1
FUMO 200 MagnetWhat it does FUMO Magnet measures how far price has stretched away from its long-term “magnet” — a blended EMA/SMA moving average (200 by default). It plots a logarithmic deviation (optionally normalized) as an oscillator around zero. Above 0** → price is above the magnet (stretched up) Below 0** → price is below the magnet (stretched down) Guide levels** highlight potential overbought/oversold zones --- Why log deviation? Log returns make extremes comparable across cycles and compress exponential trends — especially useful for BTC and other crypto assets. Normalization modes further adjust the scale, keeping the oscillator readable on any chart. --- Inputs **Base** * Source (default: Close) * Base Length (default: 200 EMA/SMA) * EMA vs SMA weight (%) — 0% = pure SMA, 100% = pure EMA, 50% = blended * EMA smoothing of deviation — acts as a noise filter **Normalization** * None (Log Deviation) — raw log stretch in % terms * Z-score — deviation in standard deviations (σ) * Robust Z (MAD) — deviation vs median absolute deviation, resistant to outliers * Tanh squash — smooth nonlinear squash of extremes for compact scale * Normalization window (for Z / MAD) * Tanh scale (lower = stronger squash) * Clamp after normalization — hard cap at ±X **Levels** * Guide levels (Upper / Lower) — visual thresholds (default ±12) * Zero line toggle --- ### How to read it * **Trend bias**: sustained time above 0 = uptrend, below 0 = downtrend * **Stretch / mean reversion**: the farther from 0, the higher the reversion risk * **Cross-checks**: combine with structure (HH/HL, LH/LL), volume, or momentum (RSI, MACD) --- ### Recommended settings by timeframe **Long-term (1D / 1W)** * Normalization: None (Log Deviation) * Base Length: 200 * EMA vs SMA weight: 50% (adjust 35–65% for faster/slower magnet) * Deviation smoothing: 20 (10–30 range) * Guide levels: ±12 to ±20 * Use case: cycle extremes, portfolio rebalancing, trim/add logic **Swing (4H – 1D)** * Normalization: Z-score * Window: 200 (100–250) * Smoothing: 14–20 * Guide levels: ±2σ to ±3σ * Use case: stretched conditions across regimes; ±3σ is rare, often mean-reverts **Intraday / Active swing (1H – 4H)** * Normalization: Robust Z (MAD) * Window: 200 (150 for faster response) * Smoothing: 10–16 * Guide levels: ±3 to ±4 (robust units) * Use case: handles spikes better than σ, fewer false overbought/oversold signals **Scalping / Universal readability (15m – 1H)** * Normalization: Tanh squash * Tanh scale: 6–10 (start with 8) * Smoothing: 8–12 * Guide levels: ±8 to ±12 * Use case: compact panel across assets and timeframes; not % or σ, but visually consistent --- ### Optional * Clamp: enable ±20 (or ±25) for strict bounded range (useful for public charts) --- ### Quick setups **BTC Daily (“cycle view”)** * Normalization: None * Blend: 50% * Smooth: 20 * Levels: ±12–15 **BTC 4H (“swing”)** * Normalization: Z-score * Window: 200 * Smooth: 16 * Levels: ±2.5σ to ±3σ **Alts 1H (“volatile”)** * Normalization: Robust Z (MAD) * Window: 200 * Smooth: 12 * Levels: ±3.5 to ±4.5 **Mixed assets 15m (“compact panel”)** * Normalization: Tanh squash * Scale: 8 * Smooth: 10 * Levels: ±8–12 * Clamp: ±20
Penunjuk Pine Script®
oleh deerHunter2049
EMA50 + Stochastic OS/OB FlagsScript Description Overview This indicator combines a 50-period Exponential Moving Average (EMA50) with the Stochastic Oscillator to highlight potential reversal zones. It is designed to identify price action when the market is trading near its medium-term trend level (EMA50) and the stochastic shows overbought or oversold conditions. How It Works The script plots the EMA50 on the chart. A tolerance band (default ±0.5%) is applied so that only candles close within a narrow range of EMA50 are considered. The Stochastic Oscillator is calculated using user-defined lengths and smoothing. Bullish Flag appears when: Price is near EMA50, and %K < 20 (oversold) with %K crossing above %D. Bearish Flag appears when: Price is near EMA50, and %K > 80 (overbought) with %K crossing below %D. Plots & Signals Orange line = EMA50 Green triangle = Bullish setup near EMA50 Red triangle = Bearish setup near EMA50 Alerts Two built-in alerts are included: Bullish Flag Alert → “Bullish Flag near EMA50 with Stoch K < 20” Bearish Flag Alert → “Bearish Flag near EMA50 with Stoch K > 80” Use Case This indicator is best suited for traders looking to: Identify mean-reversion opportunities near the EMA50 trendline. Combine stochastic signals with trend context. Spot high-probability reversal points for entries/exits. Notes & Limitations This is not a standalone buy/sell system. It works best when combined with market structure and volume analysis. EMA length, stochastic settings, and tolerance range are all customizable. Like any oscillator, the stochastic can stay extended during strong trends. Use caution in trending markets.
Penunjuk Pine Script®
oleh GauravSinghYadav