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AriVestHub_MACDPhilosophy and Function of AriVestHub_MACD The AriVestHub_MACD is an enhanced version of the classic MACD indicator. By combining histogram extremum analysis with statistical logic, it provides a precise view of the true significance of market movements. Core Functionality 1. Detecting MACD Histogram Extremes: The indicator automatically identifies and stores the local maxima and minima of the MACD histogram. These extremum points form the basis for further analysis and plotting key levels. 2. Dynamic Threshold Levels (U15 and L55): Based on the last N extremum points (user-defined), two critical lines are drawn: o U15: The level above which the top 15% of recent histogram extrema lie. o L55: The level below which the bottom 55% of recent histogram extrema lie. These lines update dynamically on every bar, providing a real-time picture of market conditions. 3. Analyzing Distribution and Significance of Histogram Extremes: By calculating the number of extrema above U15 and below L55, the indicator identifies which MACD movements have high, medium, or low significance. This allows traders to assess the real strength of MACD movements, even when their apparent size on the chart is misleading. 4. Statistical and Reliable Insights: Instead of relying on guesswork or visual impressions, the indicator uses statistically grounded percentage analysis, ensuring decisions are consistent, objective, and repeatable. Practical Benefits • Identify key price levels and potential reversal zones • Evaluate the significance of histogram movements • Improve risk management and timing of entries/exits • Adapt to market changes across different timeframes Summary Philosophy The AriVestHub_MACD focuses on extremum points and their distribution. Using dynamic threshold lines, it enables traders to: • Distinguish highly significant moves from less important ones • Accurately define support and resistance zones based on real data • Make decisions based on statistically grounded insights In essence, this indicator merges classic technical analysis with advanced statistical logic, empowering traders to operate more intelligently and data-driven.
Indicateur Pine Script®
par arman_ariamanesh
EMA Volume Confluence + Trend Bands[BBM]# EMA Volume Confluence + Trend Bands Indicator ## Overview A professional day trading indicator designed to eliminate false breakouts and early entries by combining multiple confirmation signals. Perfect for futures and crypto traders holding positions 1-2 days max. ## What It Does - **Filters out false signals** by requiring EMA crossovers, volume spikes, VWAP confirmation, AND momentum alignment - **Shows volatility-based trend bands** to identify genuine breakouts vs noise - **Provides clear entry signals** only when ALL conditions align - **Real-time metrics dashboard** showing RSI, volume, VWAP position, and band status ## Signal Types - **LONG/SHORT triangles**: High-probability EMA cross entries with full confirmation - **BO (Breakout) crosses**: Volatility expansion breakouts with volume support - **Yellow background**: Volume spike in progress - watch for signals - **Colored bands**: Trade inside the channel or wait for confirmed breakouts ## Recommended Settings ### For Crypto (High Volatility) - **Volume Spike Multiplier**: 2.0x (crypto has bigger spikes) - **Band Multiplier**: 2.5-3.0 (wider bands for volatility) - **Best Timeframes**: 5min, 15min - **RSI Settings**: Keep default (70/30) ### For Futures (E-mini, Oil, Gold) - **Volume Spike Multiplier**: 1.3-1.5x (tighter volume filter) - **Band Multiplier**: 1.5-2.0 (narrower for cleaner signals) - **Best Timeframes**: 1min, 5min, 15min - **RSI Settings**: Keep default (70/30) ### For Swing/Position (1-2 day holds) - **Volume Spike Multiplier**: 1.5x - **Band Multiplier**: 2.0 - **Best Timeframes**: 1H, 4H - **Consider**: Adjust RSI to 65/35 for less filtering on larger timeframes ## Pro Tips 1. **Best trades**: LONG/SHORT signals that appear right as price touches the bands 2. **Avoid**: Signals when RSI is extended (red/green in table) 3. **Volume is key**: No yellow background = probably skip the signal 4. **VWAP acts as bias**: Above = favor longs, Below = favor shorts 5. **Band breakouts (BO)**: These are your highest conviction momentum plays ## Risk Management - Use the Band Multiplier (ATR-based) to gauge volatility - "Above/Below" band position = extended move, consider taking profits - "Inside" band position = consolidation, best for entries - Higher volume multiplier = fewer but higher quality signals ## Alert Setup Set alerts for: - "Long Entry" - Full EMA setup - "Short Entry" - Full EMA setup - "Breakout Long" - Band breakout with volume - "Breakout Short" - Band breakdown with volume --- **Note**: This indicator prioritizes quality over quantity. You'll get fewer signals, but they have much better win rates because they require multiple confirmations. Perfect for traders tired of getting whipsawed by false breakouts!
Indicateur Pine Script®
par bigmoneymazz
Z-Score Mean Reversion StrategyBased on Indicator "Rolling Z- Score trend" by QuantAlgo The Z-Score Mean Reversion Strategy is a statistical trading approach that exploits price extremes and their tendency to return to average levels. It uses the Z-Score indicator to identify when an asset has deviated significantly from its statistical mean, creating high-probability reversal opportunities. Core Concept: Z-Score measures how many standard deviations price is from its moving average When Z-Score reaches extreme levels (±1.5 or more), price is statistically "stretched" The strategy trades the expected "snap back" to the mean Works best in ranging or mean-reverting markets How It Works: LONG Entry: When price becomes oversold (Z-Score < -1.5), expect upward reversion SHORT Entry: When price becomes overbought (Z-Score > +1.5), expect downward reversion Exit: When price returns closer to the mean or reaches opposite extreme Risk Management: Stop loss at -3% and take profit at +5% by default 🎯 Best Settings by Market & Timeframe Cryptocurrency (High Volatility) Preset: Scalping Timeframe: 15m - 1H Lookback: 10-15 periods Entry Threshold: 1.0 - 1.5 Stop Loss: 2-3% Take Profit: 3-5% Notes: Crypto moves fast; use tighter parameters for quicker signals Forex (Medium Volatility) Preset: Default or Swing Trading Timeframe: 1H - 4H Lookback: 20-25 periods Entry Threshold: 1.5 - 2.0 Stop Loss: 1-2% Take Profit: 2-4% Notes: Works well on major pairs during normal market conditions Stocks (Lower Volatility) Preset: Swing Trading Timeframe: 4H - Daily Lookback: 25-30 periods Entry Threshold: 1.5 - 1.8 Stop Loss: 2-4% Take Profit: 4-8% Notes: Best on liquid stocks; avoid during earnings or major news Indices (Trend + Ranging) Preset: Trend Following Timeframe: Daily - Weekly Lookback: 35-50 periods Entry Threshold: 2.0 - 2.5 Stop Loss: 3-5% Take Profit: 5-10% Notes: Higher threshold reduces false signals; captures major reversals ⚙️ Optimal Configuration Guide Conservative (Lower Risk, Fewer Trades) Lookback Period: 30-40 Entry Threshold: 2.0-2.5 Exit Threshold: 0.8-1.0 Stop Loss: 3-4% Take Profit: 6-10% Momentum Filter: ON Balanced (Recommended Starting Point) Lookback Period: 20-25 Entry Threshold: 1.5-1.8 Exit Threshold: 0.5-0.6 Stop Loss: 2-3% Take Profit: 4-6% Momentum Filter: OFF Aggressive (Higher Risk, More Trades) Lookback Period: 10-15 Entry Threshold: 1.0-1.2 Exit Threshold: 0.3-0.4 Stop Loss: 1-2% Take Profit: 2-4% Momentum Filter: OFF 💡 Pro Tips for Best Results When the Strategy Works Best: ✅ Ranging markets with clear support/resistance ✅ High liquidity assets (major pairs, large-cap stocks) ✅ Normal market conditions (avoid during crashes or parabolic runs) ✅ Mean-reverting assets (avoid strong trending stocks) When to Avoid: ❌ Strong trending markets (price won't revert) ❌ Low liquidity / low volume periods ❌ Major news events (earnings, FOMC, NFP) ❌ Market crashes or euphoria phases Optimization Process: Start with "Default" preset on your chosen timeframe Backtest 6-12 months to see performance Adjust Entry Threshold first (lower = more trades, higher = fewer but stronger signals) Fine-tune Stop Loss/Take Profit based on average trade duration Consider Momentum Filter if getting too many false signals Key Metrics to Monitor: Win Rate: Target 50-60% (mean reversion typically has moderate win rate) Profit Factor: Aim for >1.5 Average Trade Duration: Should match your timeframe (scalping: minutes/hours, swing: days) Max Drawdown: Keep under 20% of capital 📈 Quick Start Recommendation For most traders, start here: Timeframe: 1H or 4H Preset: Default (Lookback 20, Threshold 1.5) Stop Loss: 3% Take Profit: 5% Momentum Filter: OFF (turn ON if too many false entries) Test on BTCUSD, EURUSD, or SPY first, then adapt to your preferred instruments!
Stratégie Pine Script®
par bigmoneymazz
AlgoPilotX - Market Stages (VWMA + Reversals)This indicator identifies key market stages and potential trend reversals using stacked VWMAs. Bullish and bearish reversals are marked with green/up and red/down arrows, with a handy top-right info box showing the color coding for each stage. It classifies the market into four stages: Acceleration (Green) : All VWMAs stacked bullish, price above VWMA – strong upward momentum. Accumulation (Silver) : VWMAs not stacked bullish, price above VWMA – early bullish build-up. Deceleration (Red) : All VWMAs stacked bearish, price below VWMA – strong downward momentum. Distribution (Orange) : VWMAs not stacked bearish, price below VWMA – early bearish buildup. It also highlights Bullish and Bearish Reversals with green/up and red/down arrows (“R”) directly on the chart, making it easy to spot potential trend changes. A fixed info box in the top-right corner summarizes the color coding for quick reference. Alerts are available for all stages and reversals, so you can automate notifications for key market events.
Indicateur Pine Script®
par dhesitq1o0
1
OTFThis indicator identifies One Time Framing conditions directly on the chart. One Time Framing occurs when a bar’s high is higher than the previous bar’s high without breaking the previous low (for bullish OTF), or when a bar’s low is lower than the previous bar’s low without breaking the previous high (for bearish OTF). This tool helps traders to spot continuation moves and trend confirmation within any timeframe. Customizable inputs allow users to select the desired time interval and highlight both bullish and bearish One Time Framing sequences. How to use: Apply this indicator on any timeframe to automatically highlight OTF events. Use the visual markers to identify trend continuations or early reversals. Adjust the settings panel for color preferences and OTF sensitivity. No trading signals or strategies are provided; this indicator is strictly for identifying the OTF structure in market price action. Suitable for all levels of traders interested in market structure analysis.
Indicateur Pine Script®
par teoadams
EMA + VWMA + ATR Smoothed BuySell (merged) - TOM ZENG 202509Logic and Functionality Analysis The script is divided into three main logical sections: EMA trend analysis, ATR-based signal generation, and VWMA smoothing. 1. EMA Trend Analysis (EMA Fan) 📈 This section uses a series of Exponential Moving Averages (EMAs) to identify trends. You've wisely chosen a set of EMA lengths (8, 21, 50, 200) that are commonly used in trading. These numbers are often derived from the Fibonacci sequence and are believed to offer a good balance of sensitivity to recent price action while still reflecting the underlying trend. Purpose: The EMAs serve as dynamic support and resistance levels. When the price is above the EMAs and they are fanned out in ascending order (short-term EMA above long-term EMA), it indicates a strong uptrend. Conversely, a descending order indicates a downtrend. Customization: The code allows you to easily adjust the EMA lengths in the inputs section, giving you control over the sensitivity of your trend analysis. 2. ATR Trailing Stop (Buy/Sell Signals) 🎯 This is the core of the indicator's signal-generating capability. It uses the Average True Range (ATR) to create a dynamic trailing stop line. The ATR measures volatility, so the stop line adjusts automatically to wider price swings. Logic: The script uses a var float variable xATRTrailingStop to store the value of the stop line from the previous bar. The code then determines the current bar's stop line by comparing the current price to the previous bar's stop line and using math.max and math.min to smoothly move the line along with the trend. Signal Generation: The pos variable tracks whether the trend is long (pos = 1) or short (pos = -1). The isLong and isShort variables act as a state machine, ensuring that the "Buy" and "Sell" signals are only triggered once at the exact point of a crossover, rather than on every subsequent bar. Visuals & Alerts: The plotshape functions create labels directly on the chart, and the barcolor function changes the color of the candlesticks, providing a clear visual representation of the current trend state. The alertcondition functions are crucial for automation, allowing you to set up notifications for when a signal occurs. 3. VWMA and Combined Average 🌊 This section introduces a Volume-Weighted Moving Average (VWMA), which gives more weight to periods of high trading volume. This makes the VWMA more responsive to significant moves that are backed by strong institutional buying or selling. Combined Logic: The avg1 variable creates a new line by averaging the VWMA and the xATRTrailingStop line. This is an innovative approach to blend two different types of analysis—volume-based trend and volatility-based risk management—into a single, smoothed line. It can act as an additional filter or a unique trading signal on its own. Summary Your code is a very effective and clean example of a multi-faceted indicator. It correctly implements a robust ATR trailing stop for signals while also providing valuable trend context through EMAs and volume analysis through VWMA. The combination of these elements makes it a powerful tool for a trader looking for a comprehensive view of the market.
Indicateur Pine Script®
par zengtom