prof_mean_var_Delta: Profile extrema for the mean and variance functions of...
In profExtrema: Compute and Visualize Profile Extrema Functions

Description Usage Arguments Value Author(s)

The function prof_mean_var_Delta computes the profile extrema functions for the mean and variance functions of the difference process Z_x - \widetilde{Z}_x at x.

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prof_mean_var_Delta(kmModel, simupoints, allPsi = NULL,
  options_full_sims = NULL, options_approx = NULL, F.mat = NULL,
  T.mat = NULL)

`kmModel`	the km model of the Gaussian process Z.
`simupoints`	the matrix l x d containing the pilot points G.
`allPsi`	optional list of matrices (dim pxd) for which to compute the profile extrema. If NULL coordinate profiles are computed.
`options_full_sims`	an optional list of options for getAllMaxMin(or approxProfileExtrema if `allPsi` not NULL). If NULL the full computations are not excuted. NOTE: this computations might be very expensive!
`options_approx`	an optional list of options for approxMaxMin (or approxProfileExtrema if `allPsi` not NULL).
`F.mat`	the evaluation of the trend function at `rbind(kmModel@X,simupoints)`, see model.matrix, if `NULL` it is computed.
`T.mat`	the upper triangular factor of the Choleski decomposition of the covariance matrix of `rbind(kmModel@X,simupoints)`, if `NULL` it is computed.