Extract model state properties or samples

Extracts model state summary values or generate samples

Usage

bru_state(x, ...)

# S3 method for class 'bru_model'
bru_state(x, ..., state = NULL)

# S3 method for class 'inla'
bru_state(
  x,
  property = "mode",
  n = 1,
  seed = 0L,
  num.threads = NULL,
  internal_hyperpar = FALSE,
  ...
)

# S3 method for class 'bru'
bru_state(x, property = "mode", ...)

Arguments

x: Object
...: Further arguments, passed on to post.sample.structured() when property="sample".
state: A list of initial state vectors, one for each component. If NULL, all-zero vectors are returned for each component.
property: Property of the model components to obtain value from. Default: "mode". Other options are "mean", "0.025quant", "0.975quant", "sd" and "sample", "zeros", "joint_mode", "predictor_sd". In case of "sample" you will obtain samples from the posterior. For "zeros", all-zero vectors are returned for each component.
n: The number of samples to generate. Default: 1L
seed: Integer seed for random number generation. Default: 0L
num.threads: num.threads setting for INLA. Default: NULL, which leaves it up to INLA.
internal_hyperpar: logical; If TRUE, return hyperparameter properties on the internal scale. Currently ignored when property="sample". Default is FALSE.

Value

A list of length n

Examples

if (bru_safe_inla()) {}
#> NULL