Man pages for RobustGaSP
Robust Gaussian Stochastic Process Emulation
| as.S3prediction | Convert a 'rgasp' or 'ppgasp' 'S4 object' prediction into a... |
| as.S4prediction | Convert a 'RobustGaSP' 'S3 object' prediction into a 'S4... |
| borehole | Borehole function |
| construct_ppgasp | PP GaSP constructor after estimating the parameters |
| construct_rgasp | Robust GaSP constructor after estimating the parameters |
| dettepepel.3.data | Dette & Pepelyshev (2010) Curved Function |
| environ.4.data | Environmental model function |
| euclidean_distance | Euclidean distance matrix between two input matrices |
| findInertInputs | find inert inputs with the posterior mode |
| friedman.5.data | Friedman Function |
| generate_predictive_mean_cov | A C++ function to generate predictive mean and cholesky... |
| higdon.1.data | Higdon (2002) Function |
| humanity_model | data from the humanity model |
| leave_one_out_rgasp | leave-one-out fitted values and standard deviation for robust... |
| limetal.2.data | Lim et at. (2002) nonpolynomial function |
| log_approx_ref_prior | The natural logarithm of the jointly robust prior (up to a... |
| log_approx_ref_prior_deriv | Derivative of the jointly robust prior |
| log_marginal_lik | Natural logarithm of marginal likelihood of the robust GaSP... |
| log_marginal_lik_deriv | Derivative of natural logarithm of the marginal likelihood |
| log_marginal_lik_deriv_ppgasp | Derivative of natural logarithm of the marginal likelihood |
| log_marginal_lik_ppgasp | Natural logarithm of marginal likelihood of the PP GaSP model |
| log_profile_lik | Natural logarithm of profile likelihood of the robust GaSP... |
| log_profile_lik_deriv | Derivative of natural logarithm of the profile likelihood |
| log_profile_lik_deriv_ppgasp | Derivative of natural logarithm of the profile likelihood |
| log_profile_lik_ppgasp | Natural logarithm of profile likelihood of the PP GaSP model |
| log_ref_marginal_post | Natural logarithm of reference marginal posterior density of... |
| log_ref_marginal_post_ppgasp | Natural logarithm of reference marginal posterior density of... |
| matern_3_2_deriv | The derivative of matern correlation function (roughness... |
| matern_3_2_funct | Matern correlation function with roughness parameter equal to... |
| matern_5_2_deriv | The derivative of matern correlation function with regard to... |
| matern_5_2_funct | Matern correlation function with roughness parameter equal to... |
| neg_log_marginal_post_approx_ref | Natural logarithm of approximate reference marginal posterior... |
| neg_log_marginal_post_approx_ref_deriv | Derivative of negative natural logarithm of approximate... |
| neg_log_marginal_post_approx_ref_deriv_ppgasp | Derivative of negative natural logarithm of approximate... |
| neg_log_marginal_post_approx_ref_ppgasp | Natural logarithm of approximate reference marginal posterior... |
| neg_log_marginal_post_ref | Negative natural logarithm of reference marginal posterior... |
| neg_log_marginal_post_ref_ppgasp | Negative natural logarithm of reference marginal posterior... |
| periodic_exp_deriv | The derivative of periodic exponential correlation function... |
| periodic_exp_funct | Periodic folding of the exponential correlation function . |
| periodic_gauss_deriv | The derivative of periodic Gaussian correlation function with... |
| periodic_gauss_funct | Periodic folding of the Gaussian correlation function . |
| plot.rgasp | Plot for Robust GaSP model |
| pow_exp_deriv | The derivative of power exponential correlation function with... |
| pow_exp_funct | Pow exponential correlation function. |
| ppgasp | Setting up the parallel partial GaSP model |
| ppgasp-class | PP GaSP class |
| predict.ppgasp | Prediction for PP GaSP model |
| predict.rgasp | Prediction for Robust GaSP model |
| predppgasp-class | Predicted PP GaSP class |
| pred_rgasp | Prediction for robust GaSP model |
| predrgasp-class | Predictive robust GaSP class |
| rgasp | Setting up the robust GaSP model |
| rgasp-class | Robust GaSP class |
| RobustGaSP-package | Robust Gaussian Stochastic Process Emulation |
| Sample.rgasp | Sample for Robust GaSP model |
| search_LB_prob | Search for the default lower bound of range parameters. |
| separable_kernel | Product correlation matrix with the product form |
| separable_multi_kernel | Product correlation matrix with the product form |
| show.ppgasp | Show parllel partial Gaussian stochastic process (PP GaSP)... |
| show.rgasp | Show Robust GaSP object |
| simulate.rgasp | Sample for Robust GaSP model |
