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已更新 Volatility-Enhanced Williams %R [AIBitcoinTrend]

👽 Volatility-Enhanced Williams %R (AIBitcoinTrend)
The Volatility-Enhanced Williams %R takes the classic Williams %R oscillator to the next level by incorporating volatility-adaptive smoothing, making it significantly more responsive to market dynamics. Unlike the traditional version, which uses a fixed calculation method, this indicator dynamically adjusts its smoothing factor based on market volatility, helping traders capture trends more effectively while filtering out noise.
Additionally, the indicator includes real-time divergence detection and an ATR-based trailing stop system, providing traders with enhanced risk management tools and early reversal signals.

👽 What Makes the Volatility-Enhanced Williams %R Unique?
Unlike the standard Williams %R, which applies a simple lookback-based formula, this version integrates adaptive smoothing and volatility-based filtering to refine its signals and reduce false breakouts.

👽 The Math Behind the Indicator
👾 Volatility-Adaptive Smoothing
The indicator smooths the Williams %R calculation by applying an adaptive filtering mechanism, which adjusts its responsiveness based on market conditions. This helps to eliminate whipsaws and makes trend-following strategies more reliable.
The smoothing function is defined as:
Pine Script®
Where:
👽 How Traders Can Use This Indicator
👾 Divergence Trading Strategy

👾 Trailing Stop & Signal-Based Trading
Bullish Setup:
Bearish Setup:

👽 Why It’s Useful for Traders
👽 Indicator Settings
Disclaimer: This indicator is designed for educational purposes and does not constitute financial advice. Please consult a qualified financial advisor before making investment decisions.
The Volatility-Enhanced Williams %R takes the classic Williams %R oscillator to the next level by incorporating volatility-adaptive smoothing, making it significantly more responsive to market dynamics. Unlike the traditional version, which uses a fixed calculation method, this indicator dynamically adjusts its smoothing factor based on market volatility, helping traders capture trends more effectively while filtering out noise.
Additionally, the indicator includes real-time divergence detection and an ATR-based trailing stop system, providing traders with enhanced risk management tools and early reversal signals.
👽 What Makes the Volatility-Enhanced Williams %R Unique?
Unlike the standard Williams %R, which applies a simple lookback-based formula, this version integrates adaptive smoothing and volatility-based filtering to refine its signals and reduce false breakouts.
✅ Volatility-Adaptive Smoothing – Adjusts dynamically based on standard deviation, enhancing signal accuracy.
✅ Real-Time Divergence Detection – Identifies bullish and bearish divergences for early trend reversal signals.
✅ Crossovers & Trailing Stops – Implements Williams %R crossovers with ATR-based trailing stops for intelligent trade management.
👽 The Math Behind the Indicator
👾 Volatility-Adaptive Smoothing
The indicator smooths the Williams %R calculation by applying an adaptive filtering mechanism, which adjusts its responsiveness based on market conditions. This helps to eliminate whipsaws and makes trend-following strategies more reliable.
The smoothing function is defined as:
clamp(x, lo, hi) => math.min(math.max(x, lo), hi)
adaptive(src, prev, len, divisor, minAlpha, maxAlpha) =>
vol = ta.stdev(src, len)
alpha = clamp(vol / divisor, minAlpha, maxAlpha)
prev + alpha * (src - prev)
Where:
- Volatility Factor (vol) measures price dispersion using standard deviation.
- Adaptive Alpha (alpha) dynamically adjusts smoothing strength.
- Clamped Output ensures that the smoothing factor remains within a stable range.
👽 How Traders Can Use This Indicator
👾 Divergence Trading Strategy
Bullish Divergence Setup:
- Price makes a lower low, while Williams %R forms a higher low.
- Buy signal is confirmed when Williams %R reverses upward.
Bearish Divergence Setup:
- Price makes a higher high, while Williams %R forms a lower high.
- Sell signal is confirmed when Williams %R reverses downward.
👾 Trailing Stop & Signal-Based Trading
Bullish Setup:
✅ Williams %R crosses above trigger level → Buy signal.
✅ A bullish trailing stop is placed at Low - (ATR × Multiplier).
✅ Exit if price crosses below the stop.
Bearish Setup:
✅ Williams %R crosses below trigger level → Sell signal.
✅ A bearish trailing stop is placed at High + (ATR × Multiplier).
✅ Exit if price crosses above the stop.
👽 Why It’s Useful for Traders
- Adaptive Filtering Mechanism – Avoids excessive noise while maintaining responsiveness.
- Real-Time Divergence Alerts – Helps traders anticipate market reversals before they occur.
- ATR-Based Risk Management – Stops dynamically adjust based on market volatility.
- Multi-Market Compatibility – Works effectively across stocks, forex, crypto, and futures.
👽 Indicator Settings
- Smoothing Factor – Controls how aggressively the indicator adapts to volatility.
- Enable Divergence Analysis – Activates real-time divergence detection.
- Lookback Period – Defines the number of bars for detecting pivot points.
- Enable Crosses Signals – Turns on Williams %R crossover-based trade signals.
- ATR Multiplier – Adjusts trailing stop sensitivity.
Disclaimer: This indicator is designed for educational purposes and does not constitute financial advice. Please consult a qualified financial advisor before making investment decisions.
版本注释
minor change开源脚本
本着TradingView的真正精神,此脚本的创建者将其开源,以便交易者可以查看和验证其功能。向作者致敬!虽然您可以免费使用它,但请记住,重新发布代码必须遵守我们的网站规则。
👾 Adam at AI Bitcoin Trend
👽 We are the Quants!
👇 Be part of the fastest-growing quant trading community! 👇
discord.gg/7weCgzN5a7
🌕 Famous on Threads!
🪐 simpleaitrading.com/
👽 We are the Quants!
👇 Be part of the fastest-growing quant trading community! 👇
discord.gg/7weCgzN5a7
🌕 Famous on Threads!
🪐 simpleaitrading.com/
免责声明
这些信息和出版物并不意味着也不构成TradingView提供或认可的金融、投资、交易或其它类型的建议或背书。请在使用条款阅读更多信息。
开源脚本
本着TradingView的真正精神,此脚本的创建者将其开源,以便交易者可以查看和验证其功能。向作者致敬!虽然您可以免费使用它,但请记住,重新发布代码必须遵守我们的网站规则。
👾 Adam at AI Bitcoin Trend
👽 We are the Quants!
👇 Be part of the fastest-growing quant trading community! 👇
discord.gg/7weCgzN5a7
🌕 Famous on Threads!
🪐 simpleaitrading.com/
👽 We are the Quants!
👇 Be part of the fastest-growing quant trading community! 👇
discord.gg/7weCgzN5a7
🌕 Famous on Threads!
🪐 simpleaitrading.com/
免责声明
这些信息和出版物并不意味着也不构成TradingView提供或认可的金融、投资、交易或其它类型的建议或背书。请在使用条款阅读更多信息。