Click or drag to resize
Accord.NET (logo)

MeasuresStandardDeviation Method (Double, Double, Boolean)
Computes the Standard Deviation of the given values.

Namespace:  Accord.Statistics
Assembly:  Accord.Math (in Accord.Math.dll) Version: 3.8.0
Syntax
Copy
public static double StandardDeviation(
	this double[] values,
	double mean,
	bool unbiased = true
)
Request Example View Source

Parameters

values
Type: SystemDouble
A double array containing the vector members.
mean
Type: SystemDouble
The mean of the vector, if already known.
unbiased (Optional)
Type: SystemBoolean
Pass true to compute the standard deviation using the sample variance. Pass false to compute it using the population variance. See remarks for more details.

Return Value

Type: Double
The standard deviation of the given data.

Usage Note

In Visual Basic and C#, you can call this method as an instance method on any object of type . When you use instance method syntax to call this method, omit the first parameter. For more information, see Extension Methods (Visual Basic) or Extension Methods (C# Programming Guide).
Remarks

Setting unbiased to true will make this method compute the standard deviation σ using the sample variance, which is an unbiased estimator of the true population variance. Setting this parameter to true will thus compute σ using the following formula:

Copy
                   N
σ² = 1 / (N - 1)  ∑   (x_i − μ)²
                   i=1

Setting unbiased to false will assume the given values already represent the whole population, and will compute the population variance using the formula:

Copy
                   N
σ² =   (1 / N)    ∑   (x_i − μ)²
                   i=1
See Also