R: Hierarchical Bayesian Area-Level Small Area Estimation Models

# Hierarchical Bayesian Area-Level Small Area Estimation Models

## Documentation for package ‘hbsaems’ version 1.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

adjacency_matrix_car | Province-level Adjacency Matrix
adjacency_matrix_car_regency | Regency-level Adjacency Matrix (Coarse Spatial Cluster)
brms_custom_loglogistic | Loglogistic as a Custom Distribution Family for brms
brms_custom_shifted_loglogistic | Shifted Loglogistic as a Custom Distribution Family for brms
build_brms_custom_family | Build a brms Custom Family + Stanvars Pair from a Single Spec
build_spatial_weight | build_spatial_weight: Construct M for CAR / SAR models
check_data | Inspect Data Before Fitting an HBSAE Model
check_shiny_deps | Check Shiny App Dependencies
check_spatial_weight | Validate a Spatial Weight Matrix Against CAR/SAR Theory
convergence_check | MCMC Convergence Diagnostics for Fitted HBMs
data_betalogitnorm | Simulated Beta Logit-Normal Data
data_binlogitnorm | Simulated Binomial Logit-Normal Data
data_fhnorm | Simulated Fay-Herriot Normal Data
data_lnln | Simulated Lognormal-Lognormal Data
deprecated | Deprecated Functions
diagnostic_summary | Extract a Diagnostic Summary
dloglogistic | Loglogistic Distribution Functions
dshifted_loglogistic | Shifted (3-Parameter) Loglogistic Distribution
get_hbsae_model | Inspect a Registered HBSAE Model Specification
hbcc | Deprecated Functions
hbm | hbm: Hierarchical Bayesian Small Area Models
hbm-info | Model Inspection Helpers
hbmc | Deprecated Functions
hbmfit | User-Facing Helper to Build an hbmfit Object
hbmfit-class | The hbmfit S3 Class
hbmfit-methods | Standard S3 Methods for hbmfit
hbm_betalogitnorm | Small Area Estimation Under a Beta Likelihood (Logit-Normal Link)
hbm_binlogitnorm | Small Area Estimation under a Binomial Logit-Normal Model
hbm_control | Sampler Configuration for HBSAE Models
hbm_data | Return the Data Used to Fit an hbmfit
hbm_flex | Fit a Flexible HBSAE Model with Any Registered Family
hbm_info | Get Comprehensive Model Information
hbm_lnln | Small Area Estimation under a Lognormal-Lognormal Model
hbm_nonlinear | Nonlinear-Term Configuration for HBSAE Models
hbm_priors | Prior Configuration for HBSAE Models
hbm_warnings | Get Model Warnings
hbpc | Deprecated Functions
hbsae | Deprecated Functions
is-hbsaems | Test Whether an Object Belongs to an hbsaems Result Class
is.hbcc_results | Test Whether an Object Belongs to an hbsaems Result Class
is.hbmc_results | Test Whether an Object Belongs to an hbsaems Result Class
is.hbmfit | Test Whether an Object Belongs to an hbsaems Result Class
is.hbpc_results | Test Whether an Object Belongs to an hbsaems Result Class
is.hbsaems_check | Test Whether an Object Is an hbsaems Check Result
is.hbsae_results | Test Whether an Object Belongs to an hbsaems Result Class
is_converged | Test Whether a Fitted HBM Has Converged
list_hbsae_models | List Registered HBSAE Models
loglogistic | Loglogistic Distribution Functions
model-compare | Compare Fitted HBMs
model_average | Bayesian Model Averaging on Small-Area Estimates
model_compare | Compare One or Two Fitted HBMs
model_compare_all | Compare Multiple Fitted HBMs
ploglogistic | Loglogistic Distribution Functions
plot.hbmfit | Plot a Fitted hbmfit Object
posterior-methods | Posterior and Prior Extraction Methods for hbmfit
posterior_draws | Extract Posterior Draws as a Matrix
posterior_interval | Compute Credible Intervals for an hbmfit Object
posterior_interval.hbmfit | Compute Credible Intervals for an hbmfit Object
posterior_summary_hbm | Comprehensive Posterior Summary
prior_check | Prior Predictive Check for Fitted HBMs
prior_draws | Extract Prior Draws
prior_draws.hbmfit | Extract Prior Draws
prior_sensitivity | Power-Scale Prior Sensitivity Diagnostics for Fitted HBMs
pshifted_loglogistic | Shifted (3-Parameter) Loglogistic Distribution
qloglogistic | Loglogistic Distribution Functions
qshifted_loglogistic | Shifted (3-Parameter) Loglogistic Distribution
read_stan_function | Read the Stan Function Code for a Custom Distribution
register_hbsae_brms_custom | Register a brms Custom Family with the hbsaems Model Registry
register_hbsae_model | Register a Custom HBSAE Model
rloglogistic | Loglogistic Distribution Functions
rshifted_loglogistic | Shifted (3-Parameter) Loglogistic Distribution
run_sae_app | run_sae_app: Interactive Small Area Estimation Application
sae_aggregate | Aggregate Predictions from Multiple hbsae_results
sae_benchmark | Benchmark Small-Area Estimates to Known Totals
sae_filter | Filter SAE Predictions by a Logical Condition
sae_predict | Generate Small Area Estimates
sae_scale | Standardise SAE Predictions
sae_transform | Apply a Transformation to SAE Predictions
shifted_loglogistic | Shifted (3-Parameter) Loglogistic Distribution
spatial_weight_sar | Spatial Weight Matrix for Simultaneous Autoregressive Models
summary.hbsaems_check | Generic Summary Method for hbsaems Check Results
tr | Translate a UI String for the Shiny SAE App
tr_keys | List All Translation Keys (for a Reference Language)
tr_langs | List Available Languages
update_hbm | Update a Fitted HBM
validate_hbmfit | Validate an hbmfit Object