Percentile momentum | QuantumResearch

2024년 12월 20일

Introducing Rocheur’s Percentile Rank Momentum Indicator

The Percentile Rank Momentum indicator is an innovative tool designed to analyze market momentum using a combination of percentile rank and standard deviation. This indicator identifies long and short signals by comparing the price to a dynamically calculated percentile threshold and its deviation, offering traders a powerful method to detect trends and potential reversals.

1. How It Works
   
   
   The indicator uses the percentile rank function to determine the relative position of the current price within a specified range of historical prices.
   
   A standard deviation is then applied to the percentile rank to calculate an upper and lower boundary for signal generation. The key logic is as follows:
   
   Percentile Calculation: The percentile rank of the price is calculated over a user-defined length.
   
   Deviation Threshold: A standard deviation is computed over another customizable period to create dynamic thresholds.
   
   
2. Signal Generation:
   
   Long Signal: Triggered when the price closes above the percentile rank plus a multiple of the deviation.
   
   Short Signal: Triggered when the price closes below the percentile rank minus a multiple of the deviation.
   
   
3. Visual Representation
   
   The Percentile Rank Momentum indicator features a clean and intuitive visual interface with customizable color modes:
   
   Green Bars: Represent bullish conditions, indicating a potential long signal.
   
   Red Bars: Represent bearish conditions, suggesting a potential short signal.
   
   
4. Customization & Parameters
   
   To suit various trading styles and market conditions, the Percentile Rank Momentum indicator offers the following adjustable parameters:
   
   Source: Defines the input price (e.g., close, hl2).
   
   Percentile Length: Default set to 25, this determines the lookback period for the
   percentile rank calculation.
   
   Deviation Length: Default set to 38, controls the sensitivity of the standard deviation used in thresholds.
   
   Multiplier: Default set to 1.3, adjusts the weight of the deviation for long/short signal thresholds.
   
   Percentile Percentage: Default set to 75, specifies the percentile level for ranking the price within the defined period.
   
   Color Modes: Choose from eight unique color themes to personalize the visual appearance of the indicator.
   
   
5. Trading Applications
   
   This versatile indicator can be applied in various trading scenarios, including:
   
   Momentum Analysis: By identifying when prices move significantly beyond historical percentiles, the indicator highlights strong momentum conditions.
   
   Risk Management: Clearly defined long and short signals help traders manage positions more effectively.
   
   
6. Final Note
   
   Rocheur’s Percentile Rank Momentum indicator combines mathematical precision with visual clarity to provide a comprehensive view of market momentum. Its dynamic thresholds and customizable settings make it a flexible tool for traders seeking to refine their strategies. As with any indicator, thorough backtesting and parameter adjustments are essential for optimizing performance in different market conditions. This tool is designed to complement a robust trading plan and enhance decision-making for traders of all levels.
   

2월 14일

릴리즈 노트

Updated the UI, convert to pine V6 and added the alert condition

2월 14일

릴리즈 노트

Added labels