Page tree

Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

@wikipedia


A set of statistical metrics, characterizing the deviation of a given numerical dataset

LaTeX Math Inline
body--uriencoded--x = \%7B x_1, \, x_2, \, x_3 , ... x_N \%7D
 from its Mean Value 
LaTeX Math Inline
body\mu(x)
 :

LaTeX Math Block
alignmentleft
\mu_n = E[ ( x - \mu)^n ] = \frac{1}{N} \sum_{i=1}^N (x_i - \mu)^n

where 

LaTeX Math Inline
bodyN

LaTeX Math Inline
bodyE

estimating operator


The common assumption is that zero-th central momentum is unit-value: 

LaTeX Math Inline
body\mu_0 \equiv 1
.

By definition the first central momentum is always zero: 

LaTeX Math Inline
body\mu_1 \equiv 0
.

The second central momentum is called variance 

LaTeX Math Inline
body--uriencoded--\mu_2 = \sigma%5e2
, where 
LaTeX Math Inline
body\sigma
 is standard deviation.

The third central momentum is characterizing asymmetry of the variance 

LaTeX Math Inline
body--uriencoded--\mu_3 = \bar \mu_3 \cdot \sigma%5e3
, where 
LaTeX Math Inline
body\bar \mu_3
 is skewness.


See also


Formal science / Mathematics / Statistics / Statistical Metric 

Natural Science / System / Model