Man pages for dahcase/mbgstacking
Stacked generalization ensemble model for model-based geostatistics
| add_additional_terms | Add additional terms to the covariate equation |
| addQuotes | Add quotes |
| addQuotes_d | Add quotes using " |
| addQuotes_s | Add quotes using ' |
| build_parameter_grid | Build Parameter Grid |
| centreScale | Center (e.g. normalize) data |
| check_names | Check names |
| check_submodels | A little wrapper to check the status of submodels |
| compile_submodels | Compile submodels Turns a list of results created by various... |
| emplogit | Emperical logit |
| extract_covariates | Extract Covariate Values |
| fetch_covariate_layer | Make rasters from the child model objects |
| find_binary | Find binary variables |
| fit_earth | Fit an Earth model |
| fit_gam | Fit gam model |
| fit_glmnet | Fit penalized regression model |
| fit_scam | Fit scam model |
| fit_xgb.train | Fit boosted regression tree/gradient boosted machine |
| format_covariates | Format covariate equation |
| format_model_covs | Format Model Covariates |
| getCentreScale | Center (e.g. normalize) data |
| get_model_type | Get Model Type |
| init_earth | Initialize an earth model |
| init_gam | Initialize a gam model |
| init_penalized | Initialize a penalized linear regression model |
| init_sge | Initialize SGE parameters |
| init_stacker | Initialize stacker |
| init_xgboost | Initialize a GBM3 brt model |
| invlogit | Inverse logit transformation |
| logit | Logit transformation |
| make_all_children_rasters | Make rasters from the child model objects |
| make_child_raster | Make rasters from the child model objects |
| make_model_grid | Generate a model grid from a stacker object |
| make_random_cov | Make random covariate Makes a raster from a random field |
| make_random_tvcov | Make timevarying covariate |
| make_stacking_folds | Make stacking folds |
| make_test_train | Make Test and Train identifiers |
| parseArgsS | Parse spline arguments |
| run_model | A little wrapper to run models via SGE |
| run_stacking_child_models | Run child models for stacking |
| sanitize_parameters | Sanitize parameters |
| sge_hold_via_sync | Create a blank job to pause R until the child jobs complete |
| sge_run_child_model | Run a child model of the stacker using Sun Grid Engine |
| sge_run_make_child_raster | Run a child model of the stacker using Sun Grid Engine |
| simulate_stacking_data | Simulate data for unit testing |
