VGMSFH-class {vmsae} | R Documentation |
VGMSFH S4 Class
Description
An S4 class to store results from the Variational Gaussian Markov Small Area Estimation with Fay-Herriot model (VGMSFH). This class holds the posterior samples for various model components as well as the original direct estimates.
Slots
model_name
Character. The name of the trained VAE model.
direct_estimate
Array. Direct estimates of parameters.
yhat_samples
Array. Posterior samples of the estimated parameters.
phi_samples
Array. Posterior samples of the estimated spatial random effects.
beta_samples
Array. Posterior samples of the fixed effect coefficients.
other_samples
List. List of posterior samples of other parameters in the VGMSFH model.
[Package vmsae version 0.1.1 Index]