Multiple Frequency Volatility Correlation
Jul 31, 2022
The Multiple Frequency Volatility Correlation indicator tool provides a comprehensive analysis of the relationship between price volatility and volume across 17 different time frequencies. By calculating the correlation between price standard deviation and volume standard deviation, the script helps traders identify periods of high or low synchronicity between these two critical market components.
Usage
The indicator displays several colored circles, each representing the correlation value for a specific window length ranging from 2 to 512 periods.
- Synchronicity Levels: Values closer to 1.0 indicate high synchronicity (price and volume volatility are moving together), while values closer to -1.0 indicate low or inverse synchronicity.
- Color Coding: The colors indicate the direction of price volatility. Green hues represent rising price volatility, while red hues represent falling price volatility.
- Window Length: The lightness of the circles indicates the window length; darker colors represent shorter windows (more reactive), while lighter colors represent longer windows (more stable).
- Average Line: An average line (blue) is plotted to show the mean correlation across all 17 frequencies, providing a "consensus" view of the volatility-volume relationship.
- Histogram: To the right of the chart, a histogram displays the distribution of these correlations, helping users see where most frequencies are currently clustered.
Details
This tool utilizes a multi-frequency approach to capture market behavior that might be invisible on a single timeframe. It calculates the standard deviation of both price and volume for each specific window. Then, it applies a correlation coefficient to these results over a user-defined smoothing period. This allows the indicator to distinguish between volume-supported volatility and volatility that occurs on thin volume.
Settings
- Smoothing: Determines the period used to calculate the correlation between the price and volume standard deviations.
- Sum Length: Defines the length used for the historical distribution calculations within the visual histogram.
FAQ
How do I interpret the green and red circles?
Green circles mean price volatility is currently rising, whereas red circles mean price volatility is currently falling. The position on the Y-axis (-1 to +1) tells you how well this volatility correlates with volume.
What does the blue line represent?
The blue line is the average correlation value across all 17 calculated frequencies (from 2 to 512 periods), offering a smoothed aggregate view of the data.
How can I get access to the Multiple Frequency Volatility Correlation?
You can get access on the LuxAlgo Library for charting platforms like TradingView, MetaTrader (MT4/MT5), and NinjaTrader for free.
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