Mean Reversion Indicator

The Mean Reversion Indicator tool is designed to anticipate local trend reversals by monitoring the behavior of oscillating price curves within a normalized channel. It provides traders with visual cues when price deviations reach extreme levels, suggesting a likely return to the mean.

Usage

The indicator consists of two primary curves oscillating between a fixed range of -1 and 1. Traders can use this tool to identify overextended market conditions:

• Overbought Signals: When the curves reach the upper boundary (1), it indicates a potential bearish reversal.
• Oversold Signals: When the curves reach the lower boundary (-1), it indicates a potential bullish reversal.
• Resonance: A stronger signal is often inferred when both curves move in symmetry (resonance) and touch the boundaries simultaneously.
• Support/Resistance: The background histogram represents a Karobein Oscillator, which acts as a secondary layer of confirmation by showing momentum support or resistance behind the primary signals.

Details

The script utilizes several mathematical transformations to normalize price action into a bounded oscillator:

• Minimax Scaling: This technique is used to anchor various data points (slopes, percentages, and oscillator values) between -1 and 1 for consistent interpretation.
• Percentage Deviation: The tool calculates the percentage of price relative to its historical high and low within a specific lookback window.
• Karobein Oscillator: This component helps smooth the price data and provides a trend-following background that identifies the underlying momentum environment.
• Multi-Timeframe Integration: The script allows for the processing of price data from different intervals, which can be stabilized via the "Repaint" toggle.

Settings

• Price Data: Determines the source input (e.g., close, open, hlc3) used for the calculations.
• Time Frame: Sets the lookback period and calculation frequency for the indicators' internal logic.
• Repaint?: A toggle that controls how the security function handles data; enabling it allows the script to use current bar data, while disabling it uses historical data to prevent repainting.

FAQ

How do I interpret the background histogram?

The background histogram is a Karobein oscillator. When it is highly positive or negative, it suggests strong momentum that can either support a trend or provide resistance against a mean reversion attempt.

What does "resonance" mean in this indicator?

Resonance occurs when the two main plotting lines align and touch the boundaries at the same time. This alignment suggests a higher probability of a trend reversal.

How do I access this script?

You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.