Inizia

Educational

Hypothesis TF Strategy EvaluationThis script provides a statistical evaluation framework for trend-following strategies by examining whether mean returns (measured here as 1-period Rate of Change, ROC) differ significantly across different price quantile groups. Specifically, it: Calculates rolling 25th (Q1) and 75th (Q3) percentile levels of price over a user-defined window. Classifies returns into three groups based on whether price is above Q3, between Q1 and Q3, or below Q1. Computes mean returns and sample sizes for each group. Performs Welch's t-tests (which account for unequal variances) between groups to assess if their mean returns differ significantly. Displays results in two tables: Summary Table: Shows mean ROC and number of observations for each group. Hypothesis Testing Table: Shows pairwise t-statistics with significance stars for 95% and 99% confidence levels. Key Features Rolling quantile calculations: Captures local price distributions dynamically. Robust hypothesis testing: Welch's t-test allows for heteroskedasticity between groups. Significance indicators: Easy visual interpretation with "*" (95%) and "**" (99%) significance levels. Visual aids: Plots Q1 and Q3 levels on the price chart for intuitive understanding. Extensible and transparent: Fully commented code that emphasizes the evaluation process rather than trading signals. Important Notes Not a trading strategy: This script is intended as a tool for research and validation, not as a standalone trading system. Look-ahead bias caution: The calculation carefully avoids look-ahead bias by computing quantiles and ROC values only on past data at each point. Users must ensure look-ahead bias is removed when applying this or similar methods, as look-ahead bias would artificially inflate performance and statistical significance. The statistical tests rely on the assumption of independent samples, which might not fully hold in financial time series but still provide useful insights Usage Suggestions Use this evaluation framework to validate hypotheses about the behavior of returns under different price regimes. Integrate with your strategy development workflow to test whether certain market conditions produce statistically distinct return distributions. Example In this example, the script was run with a quantile length of 20 bars and a lookback of 500 bars for ROC classification. We consider a simple hypothetical "strategy": Go long if the previous bar closed above Q3 the 75th percentile). Go short if the previous bar closed below Q1 (the 25th percentile). Stay in cash if the previous close was between Q1 and Q3. The screenshot below demonstrates the results of this evaluation. Surprisingly, the "long" group shows a negative average return, while the "short" group has a positive average return, indicating mean reversion rather than trend following. The hypothesis testing table confirms that the only statistically significant difference (at 95% or higher confidence) is between the above Q3 and below Q1 groups, suggesting a meaningful divergence in their return behavior. This highlights how this framework can help validate or challenge intuitive assumptions about strategy performance through rigorous statistical testing.
Indicatore Pine Script®
di InvestorUnknown
Zig Zag with HHLLThis powerful tool calculates and displays two Zig Zag patterns simultaneously while dynamically identifying key market structure points—Higher Highs (HH), Lower Lows (LL), Higher Lows (HL), and Lower Highs (LH). Because the script is dynamic, the most recent HH, HL, LL, or LH can update in real-time as price action evolves. For example, if the price continues to rise, a previously marked HL may be reclassified as an LL. Likewise, a falling LH may later turn into a HH if the market reverses. This script is versatile and can be applied to various trading strategies, including trend analysis, support and resistance identification, breakout setups, and more. Added a new input parameter decimals that allows you to control the decimal precision: Set to -1 (default) for automatic detection based on the symbol's minimum tick size Set to 0-8 for a specific number of decimal places. How it works: Auto mode (decimals = -1): The script automatically determines how many decimal places to show based on the instrument's minimum tick size. For example: Forex pairs (0.00001) → 5 decimals Stocks ($0.01) → 2 decimals Crypto (0.00000001) → 8 decimals Manual mode (decimals = 0-8): You can force a specific number of decimal places if needed
Indicatore Pine Script®
di greatwhite
MVO - MA Signal StrategyStrategy Description: MA Signal Strategy with Heikin Ashi, Break-even and Trailing Stop ⸻ 🔍 Core Concept This strategy enters long or short trades based on Heikin Ashi candles crossing above or below a moving average (MA), with optional confirmation from the Money Flow Index (MFI). It includes: • Dynamic stop loss and take profit levels based on ATR • Optional break-even stop adjustment • Optional trailing stop activation after breakeven • Full visual feedback for trades and zones ⸻ ⚙️ Indicators Used • Heikin Ashi Candles: Smooth price action to reduce noise. • Simple Moving Average (MA): Determines trend direction. • Average True Range (ATR): Sets volatility-based SL/TP. • Money Flow Index (MFI): Optional momentum filter for entries. ⸻ 📈 Trade Entry Logic ✅ Long Entry: Triggered if: • Heikin Ashi close crosses above the MA or • MFI is below 20 and Heikin Ashi close is above the MA ❌ Short Entry: Triggered if: • Heikin Ashi close crosses below the MA or • MFI is above 90 and Heikin Ashi close is below the MA ⸻ 🛑 Stop Loss & Take Profit • SL is set using riskMult * ATR • TP is set using rewardMult * ATR Example: • If ATR = 10, riskMult = 1, rewardMult = 5 → SL = 10 points, TP = 50 points from entry ⸻ ⚖️ Break-even Logic (Optional) • If price moves in your favor by breakevenTicks * ATR, SL is moved to entry price. • Enabled via checkbox Enable Break Even. ⸻ 📉 Trailing Stop Logic (Optional) • Once break-even is hit, a trailing stop starts moving behind price by trailATRmult * ATR. • Trailing stop only activates after break-even is reached. • Enabled via checkbox Enable Trailing Stop. 📊 Visual Elements • Heikin Ashi candles are drawn on the main chart. • Trade zones are shaded between SL and TP during open trades. • Lines mark Entry, SL, TP, Break-even trigger. • Markers show entries and exits: • Green/red triangles = long/short entries • ✅ = Take profit hit • ❌ = Stop loss hit ✅ Best Use Case • Trending markets with strong pullbacks • Works on multiple timeframes • Better suited for assets with consistent volatility (ATR behavior)
Strategia Pine Script®
di averagemouse954
6FG Plan Checklist & Alerts - Final Version🧠 SCRIPT OVERVIEW: "6FG A+ SETUP - Simplified" This script is designed to identify high-probability A+ trade setups in alignment with your personal 6FG trading plan, based on: H1 Break of Structure (required) 4H trend confirmation 15M candle confirmation Session filter A+ Label & Visual Table Checklist ✅ KEY COMPONENTS 1. Toggle Inputs These allow you to customize your view and filters without changing the code: showSession: Only allow alerts inside Asian or NY sessions show4hTrend: Include or ignore 4H directional bias show15mConfirm: Include or ignore confirmation from 15M candles showTable: Display checklist table on chart showLabel: Display the “✅ A+” label on qualifying bars 2. Session Filter Defines valid timeframes for trading (Asian or New York) Helps avoid setups during low-liquidity hours Controlled by showSession 3. 4H Trend (Confirmation Only) Uses a 20-period SMA on 4H to detect general bias: Bullish = Price above SMA Bearish = Price below SMA This trend is not mandatory for an alert if toggle is off 4. H1 Break of Structure (REQUIRED) Looks at the highest high and lowest low of the last 10 candles on the 1H timeframe Detects either: Bullish BOS = Current close > highest high Bearish BOS = Current close < lowest low This is the core trigger for the A+ setup If BOS doesn't happen, no entry is valid 5. 15M Confirmation Candles (Optional - controlled by show15mConfirm) Checks for one of three confirmation patterns: Bullish Engulfing Bearish Engulfing Pin Bar This adds confidence but can be toggled off 6. Entry Conditions (A+ Setup) All the following must be true for entryOK = true: ✅ H1 BOS (required) ✅ Session is valid (if toggle is on) ✅ 15M confirmation pattern (if toggle is on) ✅ 4H trend (if toggle is on) 7. Visual Output If entryOK = true: ✅ A green "A+" label appears below price ✅ A checklist table on the top-right shows: Session status ✔️❌ 4H bullish/bearish ✔️❌ H1 BOS ✔️❌ 15M confirmation ✔️❌ Final Direction: Bullish / Bearish / — A+ Setup: ✔️❌ 8. Alerts You will receive a TradingView alert when an A+ Setup is detected:
Indicatore Pine Script®
di bookingyeotti
SulLaLuna PO3 Acceleration Tracker### 🚀 **Power of 3 Acceleration Script | Enter the Cave of Wonder 🧙‍♂️** > *“When we find the God Candle, we don’t just ride it—we ritualize it.”* > — The Calzolaio Way 🌕 The **SulLaLuna PO3 Acceleration Tracker** is a tool born from Smart Money theory, built with surgical logic, and forged to ride the **acceleration phase** with confluence and confidence. Inspired by the teachings of (youtu.be), this indicator captures the moment of explosive expansion—the candle after the manipulation wick, the price action spark that ignites the trend. --- ### ⚔️ The PO3 Framework (ICT) * **Accumulation** – Compression, trap laid * **Manipulation** – Liquidity taken, fakeouts triggered * **Expansion** – God Candle. This is where we enter. This script automatically detects that exact **post-manipulation acceleration** candle and plots: * ✅ TP/SL based on risk-reward * ✅ Dynamic trend dashboard (15m to 1D) * ✅ Long/Short trade markers * ✅ Custom alerts and dashboard positioning --- ### 🔁 **Use Confluence** > ⚠️ *No entry should ever be made on one signal alone.* For optimal precision, pair this script with a **trend-strength and momentum filter**. I personally use (), a brilliant tool that dynamically adapts to volatility and momentum changes using a responsive EMA and wave strength logic. It's CC BY-NC-SA 4.0 licensed and adds serious edge in distinguishing true trends from false breaks. 💡 Look for PO3 entries that align with: * ✅ Bullish dominance in trend speed * ✅ Dynamic EMA slope support * ✅ MTF Trend agreement on the SulLaLuna dashboard --- ### ✨ The Cave of Wonder This is more than just a script—this is your **map**. The Cave of Wonder isn’t a place, it’s a **process**. Each PO3 entry is a torch lighting the path deeper into the vaults of financial freedom. When you use this with **discipline**, **data**, and **divine timing**, you don't just take trades. You take **territory**. --- ### 🔗 Try It. Trade It. Ritualize It. 🛠️ Built by @Calzolaio 🎓 Based on PO3 by @TheMovingAverage 📊 Powered by trend confluence from @Zeiierman > “Capture the Acceleration. Honor the Trend. Trade with the Moon.” 🌕
Indicatore Pine Script®
di Calzolaio
Intraday Momentum StrategyExplanation of the StrategyIndicators:Fast and Slow EMA: A crossover of the 9-period EMA over the 21-period EMA signals a bullish trend (long entry), while a crossunder signals a bearish trend (short entry). RSI: Ensures entries are not in overbought (RSI > 70) or oversold (RSI < 30) conditions to avoid reversals. VWAP: Acts as a dynamic support/resistance. Long entries require the price to be above VWAP, and short entries require it to be below. Trading Session:The strategy only trades during a user-defined session (e.g., 9:30 AM to 3:45 PM, typical for US markets). All positions are closed at the session end to avoid overnight risk. Risk Management:Stop Loss: 1% below/above the entry price for long/short positions. Take Profit: 2% above/below the entry price for long/short positions. These can be adjusted via inputs for optimization. Position Sizing:Fixed lot size of 1 for simplicity. Adjust based on your account size during backtesting.
Strategia Pine Script®
di singh14sandeep
Multi timeframe trendDESCRIPTION This indicator, Multi Timeframe Trend, is a powerful tool designed to give traders a comprehensive overview of market trends across multiple timeframes using a single, customizable Exponential Moving Average (EMA). It visually displays whether the price is trading above or below the EMA on each timeframe, helping traders quickly determine the dominant trend at a glance. The real-time dashboard is plotted directly on your chart and color-coded to show bullish (green) or bearish (red) conditions per timeframe, from 15 minutes to 1 week. It is especially helpful for identifying trend alignment across multiple timeframes—an essential component of many professional trading strategies. USER INPUTS * Enter the EMA length – Adjust the EMA period used in the trend calculation (default: 200) * Table Size – Choose how large the on-chart table appears: "tiny", "small", "normal", or "large" INDICATOR LOGIC * The indicator calculates the EMA for each of the following timeframes: 1W, 1D, 4H, 1H, 30M, and 15M * It checks whether the current close is above or below each EMA and labels it as: * Bullish if close > EMA * Bearish if close < EMA * Each timeframe’s trend is displayed in a dynamic table in the top-right corner of the chart * The background color of each cell changes according to trend condition for quick visual interpretation * Real-time responsiveness: handles both historical and live bars to maintain accurate, flicker-free updates WHY IT IS UNIQUE * Combines multiple timeframe trend analysis into a single glance * Clean and color-coded dashboard overlay for real-time trading decisions * Avoids repainting using barstate logic for accurate trend updates * Fully customizable table size and EMA length * Works on any chart, including stocks, crypto, forex, indices HOW USERS CAN BENEFIT FROM IT * Multi-timeframe confirmation: Easily confirm alignment across timeframes before entering a trade * Avoid false signals by ensuring higher timeframe trends agree with lower timeframe setups * Enhance strategy filters: Use as a trend filter in combination with your existing entry indicators * Quick market analysis: No need to switch between charts or manually calculate EMAs * Visual clarity: Trend conditions are easy to read and interpret in real-time
Indicatore Pine Script®
di Shivam_Mandrai
Psychological Levels by BulltrekHello Traders ! This Indicator specifically designed to mark Major price points in terms of Psychological or blind levels for XAU Pairs You can edit the price points as per your desire and can also use it on other pairs too. Psychological levels are very crucial price points while trading where major reversals or entry points can be observed. This Indicator once activated displays a line on the Psychological levels , in case of reset chart settings , you can also customise the chart size in the settings on the indicator. This Indicator is developed by Rahul Jain - Founder of Bulltrek Technology
Indicatore Pine Script®
di itsmeRK
OTT Live P&L Tracker🔹 OTT Live P&L Tracker 🔹 📈 Real-Time Paper Trading Tracker | Perfect for Beginners & Strategy Testing This indicator is designed for *paper traders* and *beginners* to simulate trades, monitor live Profit & Loss, and understand entry-based performance without executing real trades. Just enter your planned *buy price, **target, and **stop loss* — and watch the P&L update live on your chart! --- ✅ FEATURES: • Manual Buy Price Input • Real-Time P&L Calculation • Visual Target 🎯 and Stop Loss ❌ Levels • Auto-updating P&L Label with Color Change • Ideal for strategy learners and educators • Great tool for practicing trading discipline --- 📌 How to Use: 1. Input your *Buy Price* manually. 2. Set your *Target* and *Stop Loss* (in points). 3. The indicator will plot the entry line, SL & Target, and start tracking P&L in real time. --- ⚠ Note: This is NOT a buy/sell signal script. It's for tracking your own strategies with live market movement. --- 📺 Watch the Explanation on YouTube: 👉 📢 Join Our Telegram Community for Live Market Ideas: 👉 --- 💬 Created by: *OPTION TAMIL TRADER* 🔗 Follow for more real-world trading tools, especially focused on *Options Trading Education in Tamil*. Happy Trading! 📊 📺 Watch the Explanation on YouTube: 👉 youtube.com 📢 Join Our Telegram Community: 👉 t.me
Indicatore Pine Script®
di RAJA_OTT
FibPivot FluidTrades ProEducational Purpose only. Trading Plan ⏰ Timeframe Best suited for 15-minute for direction and signal or 5/1-minute for Ep chart intraday. For swing trades, consider 4H or 1H. ✅ Trade Setup Conditions 1. Market Structure Confirmation (MS, BOS, MSS) Use BOS (Break of Structure) or MSS (Market Structure Shift) labels: ✅ Bullish Bias: Look for MSS/BOS up (price breaks previous swing high). ✅ Bearish Bias: Look for MSS/BOS down (price breaks previous swing low). 2. Supply & Demand Zones Look for: Demand box = long bias. Supply box = short bias. Avoid entering inside zones—wait for a retest/rejection or BOS out of zone. 3. Entry Signal Buy Entry: Green "Buy" shape appears. 50% of Candle Price is above ATR trailing stop. Signal appears near a demand zone, above MA200, and preferably above pivot level. Sell Entry: Red "Sell" shape appears. 50% of Candle Price is below ATR trailing stop. Signal appears near a supply zone, below MA200, and preferably below pivot level. 🧭 Confluences for Entry Use 3+ of the following: ATR trailing signal ✅ BOS/MSS ✅ Demand/Supply zone (fresh) ✅ Price above/below MA200 ✅ Close above/below pivot or Fib levels ✅ Candle breaks 50% of signal candle ✅ 🎯 Entry, Stop Loss, Take Profit Component Setting Entry Midpoint of signal candle (auto drawn line) Stop Loss Fixed 7 ticks (adjustable via settings) Take Profit Fixed 14 ticks (default R:R = 2:1) Trail Option ATR trailing stop (optional exit) 📉 Exit Strategy Exit fully at TP line. Or: Partial at 1:1 (7 ticks). Remainder at 2:1 (14 ticks). Or trail with x ATRTrailingStop. 🚫 Avoid Trades When: Price is inside supply/demand zones (indecision). No BOS/MSS or weak structure. Trading against MA200 slope/direction. Entering near strong Fib pivot levels acting as support/resistance. 🔔 Alerts Available Buy Signal (UT Long) Sell Signal (UT Short) BOS/MSS alerts (bull/bear) 🛠️ Risk Management Risk only 1–2% of your capital per trade. Follow the table display for low risk Entry and Stop loss TP Risk-Reward Ratio (R:R) Stick to predefined ticks for consistency. 📝 Example Trade Flow (Long): MSS label (Bull) appears. A Demand zone is drawn and respected. Buy Signal appears above ATR trailing stop. Price is above MA200. Entry at midpoint of signal candle. SL = -7 ticks, TP = +14 ticks. P/S "I just wanted to say a big thank you to masterpiece FluidTrades SMC Lite script, clean, smart, and very useful. It helped me spot better entries and structure my trades properly.
Indicatore Pine Script®
di amzoy068
BullishSpotAI Smart Signals - EnhancedBullishSpotAI Smart Signals – Invite-Only Version This script is a multi-layered technical analysis tool designed to help traders identify potential high-probability entry and exit zones based on a combination of trend, momentum, and volatility signals. 🔹 Key Features: EMA Cross Logic: Detects momentum shifts using fast and slow exponential moving averages. Multi-Indicator Confirmation: Combines conditions based on RSI, MACD, and ADX to validate trend strength and reduce false signals. Auto-Generated Trade Levels: Automatically plots estimated entry, stop loss (SL), and multiple take profit (TP) levels on the chart for visual clarity. Adaptive Parameters: Adjusts calculation settings based on the selected timeframe to better align with different trading styles. 🔹 Compatible With: Scalping Day Trading Swing Trading 🔹 Additional Functionalities: Built-in alerts for potential long and short opportunities. Optional visualization of extended price zones to support trade planning. 📌 This invite-only script is closed-source. While the exact logic is not publicly disclosed, the description outlines its core mechanisms and the type of analysis it performs. ⚠️ This tool is not a guarantee of future results and should be used in conjunction with sound risk management and personal judgment. It is intended to support technical decision-making, not to replace it.
Indicatore Pine Script®
di bullishspot
OptionLens for NSE IndicesOptionLens is a unique tool designed to give traders of NIFTY, BANKNIFTY, FINNIFTY, and MIDCPNIFTY real-time insights into market sentiment by analyzing live option premiums across multiple strike prices. Unlike traditional indicators, OptionLens draws on the collective effect of option pricing mechanics—including the influence of Delta (directional conviction), Gamma (momentum of Delta), Theta (impact of time decay), Vega (volatility response), and Rho (interest rate sensitivity). By tracking how traders are bidding for Calls and Puts around the ATM strike, it estimates whether the broader market is leaning bullish or bearish—reflected as a 4-color histogram: Dark Green bars signal strong bullish sentiment Light Green bars reflect a developing bullish bias or price consolidation Light Red bars suggest mild bearish undertones or price consolidation Dark Red bars represent strong bearish momentum OptionLens does not rely on volume or open interest but uses price action in the options market to offer a clean, visual snapshot of sentiment shifts. It includes built-in alerts for significant sentiment transitions, making it an ideal companion for intraday and swing traders seeking a deeper edge from the derivatives market.
Indicatore Pine Script®
di rounakporel10
Aether SignalAether Signal is a professional TradingView indicator engineered for advanced traders who demand precise analysis, smart money concepts, and robust risk management. It systematically incorporates institutional trading techniques, automated level detection, and multi-level profit-taking for exceptional trade execution. Support & Resistance: Aether Signal automatically identifies key support and resistance levels using mathematically rigorous algorithms, ensuring that traders see the most significant price barriers for their entries and exits. Smart Money Concepts: The indicator is grounded in institutional trading logic, analyzing market structure to pinpoint where large market participants are engaging. It leverages volume and price interaction at critical zones, similar to harmonic liquidity nodes in professional strategies. Precise Entry Points: Entry signals are generated when strict confluence conditions are met, ensuring signals align with underlying market structure, high-volume footprints, and optimal momentum. Stops are logically placed just beyond the validated support or resistance—on the opposite side of the key zone. Triple Take Profits: Aether Signal equips traders to maximize returns with three intelligently placed take profit levels (TP1, TP2, TP3), allowing for strategic scaling out and adaptive trade management. Supply & Demand Zones: The indicator scans for market imbalances by identifying high-probability supply and demand areas driven by institutional activity and volume anomalies, guiding traders toward potent reversal or continuation setups. Advanced Risk Management: Robust risk controls are integrated, including logical stop loss suggestions and trade selection filters, to minimize overtrading and enhance consistency. Win Rate: The system claims a win rate of up to 96% under optimal settings and strict adherence to its entry criteria, setting a high benchmark for performance (note: actual results may vary depending on market conditions and trader discipline). Aether Signal is tailored for traders seeking the edge of institutional-grade analytics—offering comprehensive structure analysis, actionable alerts, and performance-focused features that merge automation with trader control.
Strategia Pine Script®
di almotawa14
SignalX PRO📈 SignalX PRO — The Ultimate Indicator for Every Market, Every Timeframe, Every Strategy ✅ What is it? SignalX PRO is a high-precision visual-technical analysis tool designed for TradingView, created for traders seeking clarity, reliability, and full control over every trade — regardless of the market or timeframe. 🔍 Key Features: 🔹 LONG/SHORT Trading Signals Automatically identifies the best entry and exit points, following market structure and trend direction. 🔹 SUPPLY & DEMAND Zones Highlights areas where institutional liquidity is concentrated. These are not just levels — they are true market turning points. 🔹 Compatible with all asset classes: 🪙 Cryptocurrencies: BTC, ETH, SOL, DOGE, and all altcoins 💹 Forex: EUR/USD, GBP/JPY, USD/CAD 📈 Stocks: Tesla, Apple, Amazon 🧱 Indices, commodities, futures: S&P 500, Nasdaq, gold, oil 🔹 Perfect for every timeframe: ⏱ Scalping: 1m, 5m, 15m ⏰ Intraday: 30m, 1H, 4H 📅 Swing & investing: 1D, 1W 🧠 Operational Strategy: Choose your asset and preferred timeframe. Wait for a BUY or SELL signal in a SUPPLY or DEMAND zone. Check the trend direction (the indicator does this for you). Enter on the impulsive move. Take profit in the opposite zones or based on your Risk/Reward. Always protect your capital with a smart stop-loss or breakeven. 🔐 Real Benefits for Serious Traders: 🧭 Adaptable to any trading style: scalping, intraday, swing 🔔 Supports alerts — receive signals directly on your phone 📲 Compatible with smartphones and tablets — trade from anywhere 🎯 Filters market noise, removes uncertainty 📉 Elegant and professional visual design 🚀 Why is SignalX PRO different? Because it’s not just an indicator — it’s a smart companion that reads the market in real-time, identifies key levels, and guides you through the most critical phases of your trades. Whether you're in a professional trading room or trading from your smartphone by the sea, SignalX PRO is with you. 💬 What traders are saying: “Finally, an indicator that shows where the real money is in the market.” — Marco, BTC scalper “SignalX PRO transformed my trading from reactive to strategic.” — Lorenzo, multi-asset trader ⚡️ The future of trading is here. Your competitive edge is called SignalX PRO. It doesn’t matter what you trade, when you trade, or where you are. Only one thing matters: the quality of your decisions. And with SignalX PRO, they will always match the pace of the market.
Indicatore Pine Script®
di SignalXPRO
Morning Straddle Session HighlightFirst draft of this indicator. This indicator marks the range between midnight and 6am UK time for the morning straddle strategy. Better used in currency pairs, it will colour code the box based on how big the range is, blue being quite narrow, green the expected neutral range, orange if range is bigger than average and red if there was a big range of movement already overnight. It will work in other assets, but it may always show a red box.
Indicatore Pine Script®
di JoseMartin25