Bayesian Zero-Inflated Negative Binomial Gaussian Process Models
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Documentation for package ‘ZINB.GP’ version 1.0.0
Help Pages
| gp_param_bounds | gp_param_bounds |
| kernel | Squared Exponential Kernel |
| make_prediction_inputs | Build Inputs for Prediction at New GP Coordinates |
| make_y_Vs_Vt | make_y_Vs_Vt |
| mvn_sample_svd | mvn_sample_svd |
| noise_mix | Mix a Matrix with Identity Noise |
| nullcheck | nullcheck |
| predict.zinb_gp_fit | Predict at New Locations and Times |
| sigmoid | Numerically stable sigmoid function |
| solve_svd | solve_svd |
| update_ls_sigma_noise | update_ls_sigma_noise |
| ZINB_GP | ZINB_GP |
| ZINB_GP_count | ZINB_GP_count |
| ZINB_GP_inflation | ZINB_GP_inflation |
| ZINB_GP_orig | ZINB_GP_orig |
| ZINB_GP_spatial | ZINB_GP_spatial |
| ZINB_GP_spatial_count | ZINB_GP_spatial_count |
| ZINB_GP_spatial_inflation | ZINB_GP_spatial_inflation |