Programmer Guide/SPU Reference/EXSTAT: Difference between revisions

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EXSTAT - calculation of statistical moments

Usage:

EXSTAT X PX TYP

Inputs:
X data vector (default: 0 .. N-1)
PX probability vector (default: 1..1)
TYP 0 ... central moments
1 ... "spectral moments"
Outputs:
M1 first moment (mean value) (number)
M2 second moment (variance) (number)
M3 third moment (number)
M4 fourth moment (number)
N length of X and PX (number)
Function:

Compute the statistical moments of the inputs.

File:1222.png first moment

File:1223.png k-th moment

If TYP = 1 then the results are normalized as follows:

File:1224.png (spectral) spread

File:1225.png (Fisher) skewness

File:1226.png (Pearson) kurtosis

If both inputs are set to default values, calculation is stopped and an error is returned.

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