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单词 Standard Deviation
释义

Standard Deviation

The standard deviation is defined as the Square Root of the Variance,

(1)

where is the Mean and is the second Moment about 0. The variance isequal to the second Moment about the Mean,
(2)


The square root of the Sample Variance is the ``sample'' standard deviation,

(3)

It is a Biased Estimator of the population standard deviation. As unbiased Estimator is given by
(4)

Physical scientists often use the term Root-Mean-Square as a synonym for standard deviation when they refer to theSquare Root of the mean squared deviation of a signal from a given baseline or fit.

See also Mean, Moment, Root-Mean-Square, Sample Variance, Standard Error, Variance
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更新时间:2024/11/13 16:03:05