Man pages for disarm-platform/DiSARM
A collection of spatial analysis functions related to the DiSARM project at UCSF
| adaptive_sample_auto | Spatially adaptive sampling. Idnentical to adaptive.sample... |
| aggregate_points_space_time | The aggregate_points_space_time function |
| choose_batch | Adaptively select locations to sample based on uncertainty... |
| choose_batch_simple | Function to take a spatially disaggregated sample weighted by... |
| cv_ml | Function to fit a 10 fold cross validated ML model. Currently... |
| dist_to_sf_raster | Function create raster of distance to an sf/sp object. |
| fit_hal_parallel | Helper function to fit a highly adaptive lasso to a fold as... |
| fit_rf_parallel | Helper function to fit a random forest to a fold as part of... |
| folds_list_to_df_list | Helper function to convert a list of folds to list of dfs |
| gam_posterior_metrics | Function to return metrics from posterior of (binomial) GAM... |
| get_int_points_exposure_weights | The get_int_points_exposure_weights function |
| optimal_range | Finds optimal range parameter for GP GAM |
| prevalence_predictor_mgcv | Function to predict prevalence excedance probabilities at... |
| prevalence_predictor_mgcv_st | Function to predict prevalence excedance probabilities at... |
| prevalence_predictor_spamm_st | Function to fit spatio (and spatio-temporal) model and... |
| quick_map | Function to make quick leaflet maps of spatial data |
| space_time_ppmify | The space_time_ppmify function |
| spamm_posterior_metrics | Function to return metrics from posterior of (binomial) spaMM... |
| spatial_sample_plus_close_pairs | Take a spatially dispersed sample from a set of 2D points,... |
