R: Hierarchical Bayesian Small Area Estimation

# Hierarchical Bayesian Small Area Estimation

## Documentation for package ‘hbsae’ version 1.2

- DESCRIPTION file
- Package NEWS

## Help Pages

hbsae-package | A package for hierarchical Bayesian small area estimation.
aggr | Compute aggregates of small area estimates and MSEs.
bench | Benchmark small area estimates.
cAIC | S3 class for the fitted model and SAE outcomes.
coef.sae | S3 class for the fitted model and SAE outcomes.
COR | S3 class for the fitted model and SAE outcomes.
COV | S3 class for the fitted model and SAE outcomes.
CV | S3 class for the fitted model and SAE outcomes.
CVarea | Compute area-level cross-validation measure for sae objects.
EST | S3 class for the fitted model and SAE outcomes.
fitted.sae | S3 class for the fitted model and SAE outcomes.
fSAE | Fit a linear model with random area effects and compute small area estimates.
fSAE.Area | Compute small area estimates based on the basic area-level model.
fSAE.Unit | Compute small area estimates based on the basic unit-level model.
fSurvReg | Compute small area estimates based on the survey regression estimator.
generateFakeData | Generate artificial dataset for demonstration and testing purposes.
hbsae | A package for hierarchical Bayesian small area estimation.
MSE | S3 class for the fitted model and SAE outcomes.
plot.sae | Plot method for objects of class sae.
plot.weights | Plot method for objects of class 'weights'.
print.sae | Print method for objects of class sae.
R2 | S3 class for the fitted model and SAE outcomes.
raneff | S3 class for the fitted model and SAE outcomes.
raneff.se | S3 class for the fitted model and SAE outcomes.
relSE | S3 class for the fitted model and SAE outcomes.
residuals.sae | S3 class for the fitted model and SAE outcomes.
RMSE | S3 class for the fitted model and SAE outcomes.
sae-class | S3 class for the fitted model and SAE outcomes.
SE | S3 class for the fitted model and SAE outcomes.
se2 | S3 class for the fitted model and SAE outcomes.
summary.weights | Summary method for objects of class 'weights'.
sv2 | S3 class for the fitted model and SAE outcomes.
synthetic | S3 class for the fitted model and SAE outcomes.
uweights | Compute unit weights underlying the small area estimates or their aggregate.
vcov.sae | S3 class for the fitted model and SAE outcomes.
wDirect | S3 class for the fitted model and SAE outcomes.