R: Kriging-Based Inversion for Deterministic and Noisy Computer Experiments

# Kriging-Based Inversion for Deterministic and Noisy Computer Experiments

## Documentation for package ‘KrigInv’ version 1.4.2

- DESCRIPTION file

## Help Pages

bichon_optim | Bichon et al.'s Expected Feasibility criterion
computeQuickKrigcov | Quick computation of kriging covariances
computeRealVolumeConstant | A constant used to calculate the expected excursion set's volume variance
EGI | Efficient Global Inversion: sequential inversion algorithm based on Kriging.
EGIparallel | Efficient Global Inversion: parallel version to get batchsize locations at each iteration
excursion_probability | Excursion probability with one or many thresholds
integration_design | Construction of a sample of integration points and weights
jn_optim_parallel | Parallel jn criterion
jn_optim_parallel2 | Parallel jn criterion
KrigInv | Kriging-Based Inversion for Deterministic and Noisy Computer Experiments
max_futureVol_parallel | Maximize parallel volume criterion
max_infill_criterion | Optimizer for the infill criteria
max_sur_parallel | Minimizer of the parallel '"sur"' or '"jn"' criterion
max_timse_parallel | Minimizer of the parallel timse criterion
max_vorob_parallel | Minimizer of the parallel vorob criterion
precomputeUpdateData | Useful precomputations to quickly update kriging mean and variance
predict_nobias_km | Kriging predictions
predict_update_km_parallel | Quick update of kriging means and variances when one or many new points are added to the DOE.
print_uncertainty | Prints a measure of uncertainty for a function of any dimension.
print_uncertainty_1d | Prints a measure of uncertainty for 1d function.
print_uncertainty_2d | Prints a measure of uncertainty for 2d function.
print_uncertainty_nd | Print a measure of uncertainty for functions with dimension d strictly larger than 2.
ranjan_optim | Ranjan et al.'s Expected Improvement criterion
sur_optim_parallel | Parallel sur criterion
sur_optim_parallel2 | Parallel sur criterion
timse_optim_parallel | Parallel targeted IMSE criterion
timse_optim_parallel2 | Parallel timse criterion
tmse_optim | Targeted MSE criterion
tsee_optim | Two Sided Expected Exceedance criterion
vorobVol_optim_parallel | Compute volume criterion
vorobVol_optim_parallel2 | Compute volume criterion
vorob_optim_parallel | Parallel Vorob'ev criterion
vorob_optim_parallel2 | Parallel Vorob'ev criterion
vorob_threshold | Calculation of the Vorob'ev threshold