CGGP-package |
CGGP: A package for running sparse grid computer experiments |
CGGP |
CGGP: A package for running sparse grid computer experiments |
CGGPappend |
Add points to CGGP |
CGGPcreate |
Create sparse grid GP |
CGGPfit |
Update CGGP model given data |
CGGPplotblocks |
CGGP block plot |
CGGPplotblockselection |
Plot CGGP block selection over time |
CGGPplotcorr |
Plot correlation samples |
CGGPplotheat |
Heatmap of SG design depth |
CGGPplothist |
Histogram of measurements at each design depth of each input dimension |
CGGPplotsamplesneglogpost |
Plot negative log posterior likelihood of samples |
CGGPplotslice |
CGGP slice plot |
CGGPplottheta |
Plot theta samples |
CGGPplotvariogram |
Plot something similar to a semivariogram |
CGGPpred |
S3 predict method for CGGP |
CGGPvalplot |
Plot validation prediction errors for CGGP object |
CGGPvalstats |
Calculate stats for CGGP prediction on validation data |
CGGP_internal_calcMSE |
Calculate MSE over single dimension |
CGGP_internal_calcMSEde |
Calculate MSE over blocks |
CGGP_internal_calcpw |
Calculate predictive weights for CGGP |
CGGP_internal_calcpwanddpw |
Calculate derivative of pw |
CGGP_internal_CorrMatCauchy |
Cauchy correlation function |
CGGP_internal_CorrMatCauchySQ |
CauchySQ correlation function |
CGGP_internal_CorrMatCauchySQT |
CauchySQT correlation function |
CGGP_internal_CorrMatGaussian |
Gaussian correlation function |
CGGP_internal_CorrMatMatern32 |
Matern 3/2 correlation function |
CGGP_internal_CorrMatMatern52 |
Matern 5/2 correlation function |
CGGP_internal_CorrMatPowerExp |
Power exponential correlation function |
CGGP_internal_CorrMatWendland0 |
Wendland0 (Triangle) correlation function |
CGGP_internal_CorrMatWendland1 |
Wendland1 1 correlation function |
CGGP_internal_CorrMatWendland2 |
Wendland2 2 correlation function |
CGGP_internal_gneglogpost |
Gradient of negative log likelihood posterior |
CGGP_internal_MSEpredcalc |
Calculate MSE prediction along a single dimension |
CGGP_internal_neglogpost |
Calculate negative log posterior |
CGGP_internal_set_corr |
Set correlation function of CGGP object |
plot.CGGP |
S3 plot method for CGGP |
predict.CGGP |
S3 predict method for CGGP |
print.CGGP |
Print CGGP object |
rcpp_fastmatclcr |
rcpp_fastmatclcr |
rcpp_fastmatclcranddclcr |
rcpp_fastmatclcranddclcr |
rcpp_gkronDBS |
rcpp_kronDBS |
rcpp_kronDBS |
rcpp_kronDBS |
valplot |
Plot validation prediction errors |
valstats |
Calculate stats for prediction on validation data |