Man pages for CollinErickson/CGGP
Composite Grid Gaussian Processes
| 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 |
| 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 |
| 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... |
| 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 |
| plot.CGGP | S3 plot 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 |
