Name

CorrVectorData — Calculates correlation between data point x and other data points, that were used for learning of kriging model.

Calling Sequence

   kx=CorrVectorData(model,x)
   
   

Parameters

x:

data point, matrix (t*n ), t -data points, n - number of dimensions.

model:

kriging model.

kx:

column vector (m*t).

Description

Calculates correlation between data point x and other data points, that were used for learning of kriging model. Uses model.cov - correlation function; model.theta - correlation hyper-parameters. Note: This function uses global variable S_kriging.

Examples

See demos directory for more examples.
   

See also

km, findTheta, SimulateGaussian, SimCondGaussian

Authors

Janis Janusevskis, 3MI/EMSE

Bibliography