Model-Based Geostatistics

Documentation for package ‘mbg’ version 1.0.0

.onAttach	Behavior when attaching the mbg package
aggregate_draws_to_polygons	Aggregate grid cell draws to polygons
aggregate_raster_to_polygons	Aggregate a raster to polygons
build_aggregation_table	Build aggregation table
build_id_raster	Build ID raster
calculate_pixel_fractions_single_polygon	Calculate fractional pixels in a polygon
dissolve_sf_by_attribute	Dissolve sf object by attribute
fit_inla_model	Fit INLA model
generate_cell_draws_and_summarize	Generate cell draws and summary rasters from INLA model
load_covariates	Load covariates
logging_get_timer_log	Get timer log
logging_start_timer	Start logging timer
logging_stop_timer	End logging timer
log_posterior_density	Generate log posterior predictive density from a geostatistical surface onto point data
make_time_stamp	Make time stamp
make_world_template_raster	Make world template raster
MbgModelRunner	MBG model runner class
prepare_inla_data_stack	Prepare data stack for INLA
rmse_raster_to_point	Generate RMSE from an estimated raster surface and point data
run_regression_submodels	Run regression sub-models
summarize_draws	Summarize draws
values_to_raster	Insert values into a raster
vif_covariate_select	Run variance inflation factor (VIF) selection on input covariates