RSI Volatility Bands [QuantraAI]

RSI Volatility Bands

Introduction
The RSI Volatility Bands indicator introduces a unique approach to market analysis by combining the traditional Relative Strength Index (RSI) with dynamic, volatility adjusted deviation bands. It is designed to provide a highly customizable method of trend analysis, enabling investors to analyze potential entry and exit points in a new and profound way.
The deviation bands are calculated and drawn in a manner which allows investors to view them as areas of dynamic support and resistance.

Legend

• Upper and Lower Bands - A dynamic plot of the volatility-adjusted range around the current price.
  
• Signals - Generated when the RSI volatility bands indicate a trend shift.
  

Case Study

• The chart highlights the occurrence of false signals, emphasizing the need for caution when the bands are contracted and market volatility is low.
  
• Juxtaposing this, during volatile market phases as shown, the indicator can effectively adapt to strong trends. This keeps an investor in a position even through a minor drawdown in order to exploit the entire price movement.
  

Recommended Settings
The RSI Volatility Bands are highly customisable and can be adapted to many assets with diverse behaviors.

The calibrations used in the above screenshots are as follows:

• Source = close
  
• RSI Length = 8
  
• RSI Smoothing MA = DEMA
  
• Bandwidth Type = DEMA
  
• Bandwidth Length = 24
  
• Bandwidth Smooth = 25
  

Methodology

• The indicator first calculates the RSI of the price data, and applies a custom moving average.
  
• The deviation bands are then calculated based upon the absolute difference between the RSI and its moving average - providing a unique volatility insight.
  
• The deviation bands are then adjusted with another smoothing function, providing clear visuals of the RSI’s trend within a volatility-adjusted context.
  

rsiVal    = ta.rsi(close, rsiLength)
rsiEma    = ma(rsiMA, rsiVal, bandLength)
bandwidth = ma(bandMA, math.abs(rsiVal - rsiEma), bandLength)
upperBand = ma(bandMA, rsiEma + bandwidth, smooth)
lowerBand = ma(bandMA, rsiEma - bandwidth, smooth)
long =      upperBand > 50 and not (lowerBand < lowerBand[1] and lowerBand < 50)
short= not (upperBand > 50 and not (lowerBand < lowerBand[1] and lowerBand < 50))

By dynamically adjusting to market conditions, the RSI trend bands offer a unique perspective on market trends, and reversal zones.

Release Notes:

Fixed a bug when using the customized color palette.

Release Notes:

Added the option to hide the volatility band fill effect and the signals.

Release Notes:

Added 'Dynamic' capabilities.

Release Notes:

Updated Dynamic Function Library.
Updated header name tag.