Trisha Shetty (Editor)

Semivariance

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In spatial statistics, the empirical semivariance is described by

γ ^ ( h ) = 1 2 1 n ( h ) i = 1 n ( h ) ( z ( x i + h ) z ( x i ) ) 2

where z is a datum at a particular location, h is the distance between ordered data, and n(h) is the number of paired data at a distance of h. The semivariance is half the variance of the increments z ( x i + h ) z ( x i ) , but the whole variance of z-values at given separation distance h (Bachmaier and Backes, 2008).

A plot of semivariances versus distances between ordered data in a graph is known as a semivariogram rather than a variogram. Many authors call 2 γ ^ ( h ) a variogram, others use the terms variogram and semivariogram synonymously. However, Bachmaier and Backes (2008), who discussed this confusion, have shown that γ ^ ( h ) should be called a variogram, terms like semivariogram or semivariance should be avoided.

References

Semivariance Wikipedia