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TradingSolutions Function Library
| Standard Deviation [StDev] |
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Return to Complete List of Functions |
The Standard Deviation function calculates the dispersion (or volatility) between the values in a field over a given period of time using the statistical standard deviation.
Parameters ------------------ Data The data to use in the calculation. This is typically a field in a data series or a calculated value. Period The number of bars of data to include in the calculation, including the current value. For example, a period of 3 includes the current value and the two previous values.
Function Value ------------------------ The standard deviation is calculated by taking the square root of the variance, which is the average of the squared deviations from the mean.
The standard deviation at the beginning of a data series is not defined until there are enough values to fill the given period. The value is also not defined for a period of 1.
The standard deviation is typically used more than the variance as a measure of dispersion. This is because the scale of the value is more readily conceptualized to the scale of the data.
Usage ----------- Standard Deviation can be used as a measure of volatility. A high standard deviation indicates a high amount of volatility in price data.
High volatility levels can sometimes be used to time trend reversals, such as market tops and bottoms. Low volatility levels can sometimes be used to time the beginning of new upward price trends following periods of consolidation.
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