Package index • bhfvar

Package

Package overview

bhfvar-package bhfvar: bhfvar: Bayesian Hybrid Framework for Variance Decomposition

Model Compilation

Functions for compiling the Stan model

compile_bhf_model(): Compile the BHF Stan Model
get_stan_file_path(): Get Path to Stan Model File

Data Preparation

Functions for preparing survey data

prepare_bhf_data(): Prepare Data for BHF Model
validate_input_data(): Validate Input Data
validate_stan_data(): Validate Stan Data

Model Fitting

Functions for fitting the Bayesian model

bhf_fit(): Fit the Bayesian Hybrid Framework Model

Result Extraction

Functions for extracting and summarizing results

variance_decomposition(): Extract Variance Decomposition Results
domain_estimates(): Extract Domain-Level Estimates
overall_estimate(): Extract Overall Population Estimate
log_lik(): Extract Log-Likelihood for LOO-CV

Utilities

Helper functions

calc_eff_n(): Calculate Effective Sample Size

Data

Example datasets

bhf_synthetic_data: Synthetic Survey Data for BHF Package Examples