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gptk (version 1.0)

demRegression: Gaussian Process Regression Demo

Description

The regression demo very much follows the format of the interpolation demo. Here the difference is that the data is sampled with noise. Fitting a model with noise means that the regression will not necessarily pass right through each data point.

Usage

demRegression(path=getwd(), filename='demRegression')

Arguments

path
path where the plot images are saved.
filename
name of saved images.

See Also

gpOptions, kernCreate, kernCompute, gaussSamp, kernDiagCompute, gpCreate, gpPlot, demInterpolation.