Iron Bot Statistical Trend Filter📌 Iron Bot Statistical Trend Filter
📌 Overview
Iron Bot Statistical Trend Filter is an advanced trend filtering strategy that combines statistical methods with technical analysis.
By leveraging Z-score and Fibonacci levels, this strategy quantitatively analyzes market trends to provide high-precision entry signals.
Additionally, it includes an optional EMA filter to enhance trend reliability.
Risk management is reinforced with Stop Loss (SL) and four Take Profit (TP) levels, ensuring a balanced approach to risk and reward.
📌 Key Features
🔹 1. Statistical Trend Filtering with Z-Score
This strategy calculates the Z-score to measure how much the price deviates from its historical mean.
Positive Z-score: Indicates a statistically high price, suggesting a strong uptrend.
Negative Z-score: Indicates a statistically low price, signaling a potential downtrend.
Z-score near zero: Suggests a ranging market with no strong trend.
By using the Z-score as a filter, market noise is reduced, leading to more reliable entry signals.
🔹 2. Fibonacci Levels for Trend Reversal Detection
The strategy integrates Fibonacci retracement levels to identify potential reversal points in the market.
High Trend Level (Fibo 23.6%): When the price surpasses this level, an uptrend is likely.
Low Trend Level (Fibo 78.6%): When the price falls below this level, a downtrend is expected.
Trend Line (Fibo 50%): Acts as a midpoint, helping to assess market balance.
This allows traders to visually confirm trend strength and turning points, improving entry accuracy.
🔹 3. EMA Filter for Trend Confirmation (Optional)
The strategy includes an optional 200 EMA (Exponential Moving Average) filter for trend validation.
Price above 200 EMA: Indicates a bullish trend (long entries preferred).
Price below 200 EMA: Indicates a bearish trend (short entries preferred).
Enabling this filter reduces false signals and improves trend-following accuracy.
🔹 4. Multi-Level Take Profit (TP) and Stop Loss (SL) Management
To ensure effective risk management, the strategy includes four Take Profit levels and a Stop Loss:
Stop Loss (SL): Automatically closes trades when the price moves against the position by a certain percentage.
TP1 (+0.75%): First profit-taking level.
TP2 (+1.1%): A higher probability profit target.
TP3 (+1.5%): Aiming for a stronger trend move.
TP4 (+2.0%): Maximum profit target.
This system secures profits at different stages and optimizes risk-reward balance.
🔹 5. Automated Long & Short Trading Logic
The strategy is built using Pine Script®’s strategy.entry() and strategy.exit(), allowing fully automated trading.
Long Entry:
Price is above the trend line & high trend level.
Z-score is positive (indicating an uptrend).
(Optional) Price is also above the EMA for stronger confirmation.
Short Entry:
Price is below the trend line & low trend level.
Z-score is negative (indicating a downtrend).
(Optional) Price is also below the EMA for stronger confirmation.
This logic helps filter out unnecessary trades and focus only on high-probability entries.
📌 Trading Parameters
This strategy is designed for flexible capital management and risk control.
💰 Account Size: $5000
📉 Commissions and Slippage: Assumes 94 pips commission per trade and 1 pip slippage.
⚖️ Risk per Trade: Adjustable, with a default setting of 1% of equity.
These parameters help preserve capital while optimizing the risk-reward balance.
📌 Visual Aids for Clarity
To enhance usability, the strategy includes clear visual elements for easy market analysis.
✅ Trend Line (Blue): Indicates market midpoint and helps with entry decisions.
✅ Fibonacci Levels (Yellow): Highlights high and low trend levels.
✅ EMA Line (Green, Optional): Confirms long-term trend direction.
✅ Entry Signals (Green for Long, Red for Short): Clearly marked buy and sell signals.
These features allow traders to quickly interpret market conditions, even without advanced technical analysis skills.
📌 Originality & Enhancements
This strategy is developed based on the IronXtreme and BigBeluga indicators,
combining a unique Z-score statistical method with Fibonacci trend analysis.
Compared to conventional trend-following strategies, it leverages statistical techniques
to provide higher-precision entry signals, reducing false trades and improving overall reliability.
📌 Summary
Iron Bot Statistical Trend Filter is a statistically-driven trend strategy that utilizes Z-score and Fibonacci levels.
High-precision trend analysis
Enhanced accuracy with an optional EMA filter
Optimized risk management with multiple TP & SL levels
Visually intuitive chart design
Fully customizable parameters & leverage support
This strategy reduces false signals and helps traders ride the trend with confidence.
Try it out and take your trading to the next level! 🚀
Statisticaltrading
Highs&Lows by HourHighs & Lows by Hour
Description:
Highs & Lows by Hour is a TradingView indicator that helps traders identify the most frequent hours at which daily high and low price points occur. By analyzing historical price data directly from the TradingView chart, this tool provides valuable insights into market timing, allowing traders to optimize their strategies around key price movements.
This indicator is specifically designed for the one-hour (H1) timeframe . It does not display any data on other timeframes , as it relies on analyzing daily highs and lows within hourly periods.
This indicator processes the available data based on the number of historical bars loaded in the TradingView chart. The number of analyzed bars depends on the TradingView subscription plan , which determines how much historical data is accessible.
Key Features:
Works exclusively on the H1 timeframe , ensuring accurate analysis of daily highs and lows
Hourly highs and lows analysis to identify the most frequent hours when the market reaches its daily high and low
Sorted by frequency, displaying the most significant trading hours in descending order based on their recurrence
Customizable table and colors to fit the chart theme and trading style
Useful for scalpers, day traders, and swing traders to anticipate potential price reversals and breakouts
How It Works:
The indicator scans historical price data directly from the TradingView chart to detect the hour at which daily highs and daily lows occur.
It counts the frequency of highs and lows for each hour of the trading day based on the number of available bars in the TradingView chart.
The recorded data is displayed in a structured table, sorted by frequency from highest to lowest.
Users can customize colors to enhance readability and seamlessly integrate the indicator into their analysis.
Why Use This Indicator?
Identify key market patterns by recognizing the most critical hours when price extremes tend to form
Improve timing for trades by aligning entries and exits with high-probability time windows
Enhance market awareness by understanding when market volatility is likely to peak based on historical trends
Important Notes:
This indicator works only on the one-hour (H1) timeframe . It will not display any data on other timeframes
Works well on Forex, stocks, crypto, and futures , especially for intraday traders
The indicator analyzes only the historical bars available on the TradingView chart, which varies depending on the TradingView subscription plan (Free, Pro, Pro+, Premium)
This indicator does not generate buy or sell signals but serves as a data-driven tool for market analysis
How to Use:
Apply the Highs & Lows by Hour indicator to a one-hour (H1) chart on TradingView
Review the table displaying the most frequent hours for daily highs and lows
Adjust colors and settings for better visualization
Use the data to refine trading decisions and align strategy with historical price behavior
