R: Predictive Target Over a Regular Spatial Grid

pred_target_grid {RiskMap}

R Documentation

Predictive Target Over a Regular Spatial Grid

Description

Computes predictions over a regular spatial grid using outputs from the pred_over_grid function. This function allows for incorporating covariates, offsets, and optional unstructured random effects into the predictive target.

Usage

pred_target_grid(
  object,
  include_covariates = TRUE,
  include_nugget = FALSE,
  include_cov_offset = FALSE,
  include_re = FALSE,
  f_target = NULL,
  pd_summary = NULL
)

Arguments

`object`	Output from 'pred_over_grid', a RiskMap.pred.re object.
`include_covariates`	Logical. Include covariates in the predictive target.
`include_nugget`	Logical. Include the nugget effect in the predictive target.
`include_cov_offset`	Logical. Include the covariate offset in the predictive target.
`include_re`	Logical. Include unstructured random effects in the predictive target.
`f_target`	Optional. List of functions to apply on the linear predictor samples.
`pd_summary`	Optional. List of summary functions to apply on the predicted values.

Value

An object of class 'RiskMap_pred_target_grid' containing predicted values and summaries over the regular spatial grid.

Author(s)

Emanuele Giorgi e.giorgi@lancaster.ac.uk