coef_uncertainty: Uncertainty quantification of the fixed effects

In FRK: Fixed Rank Kriging

Uncertainty quantification of the fixed effects

Description

Compute confidence intervals for the fixed effects (upper and lower bound specifed by percentiles; default 90% confidence central interval)

Usage

coef_uncertainty(
  object,
  percentiles = c(5, 95),
  nsim = 400,
  random_effects = FALSE
)

Arguments

object	object of class SRE returned from the constructor SRE() containing all the parameters and information on the SRE model
percentiles	(applicable only if method = "TMB") a vector of scalars in (0, 100) specifying the desired percentiles of the posterior predictive distribution; if NULL, no percentiles are computed
nsim	number of Monte Carlo samples used to compute the confidence intervals
random_effects	logical; if set to true, confidence intervals will also be provided for the random effects random effects γ (see '?SRE' for details on these random effects)

FRK documentation built on Sept. 11, 2024, 7:14 p.m.