hbsae: Hierarchical Bayesian Small Area Estimation
Version 1.0

Functions to compute small area estimates based on a basic area or unit-level model. The model is fit using restricted maximum likelihood, or in a hierarchical Bayesian way. In the latter case numerical integration is used to average over the posterior density for the between-area variance. The output includes the model fit, small area estimates and corresponding MSEs, as well as some model selection measures. Additional functions provide means to compute aggregate estimates and MSEs, to minimally adjust the small area estimates to benchmarks at a higher aggregation level, and to graphically compare different sets of small area estimates.

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AuthorHarm Jan Boonstra
Date of publication2012-09-05 13:03:20
MaintainerHarm Jan Boonstra <hjboonstra@gmail.com>
LicenseGPL-3
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("hbsae")

Man pages

aggr: Compute aggregates of small area estimates and MSEs.
bench: Benchmark small area estimates.
CVarea: Compute area-level cross-validation measure for sae objects.
fSAE: Fit a linear model with random area effects and compute small...
fSAE.Area: Compute small area estimates based on the basic area-level...
fSAE.Unit: Compute small area estimates based on the basic unit-level...
fSurvReg: Compute small area estimates based on the survey regression...
generateFakeData: Generate artificial dataset for demonstration and testing...
hbsae-package: A package for hierarchical Bayesian small area estimation.
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.
sae-class: S3 class for the fitted model and SAE outcomes.
summary.weights: Summary method for objects of class 'weights'.
uweights: Compute unit weights underlying the small area estimates or...

Functions

COR Man page Source code
COV Man page Source code
CV Man page Source code
CVarea Man page Source code
EST Man page Source code
MSE Man page Source code
P.update Source code
R2 Man page Source code
SE Man page Source code
aggr Man page Source code
aggrMatrix Source code
bench Man page Source code
cAIC Man page Source code
coef.sae Man page Source code
deff.weights Source code
fSAE Man page Source code
fSAE.Area Man page Source code
fSAE.Unit Man page Source code
fSurvReg Man page Source code
fitted.sae Man page Source code
generateFakeData Man page Source code
hbsae Man page
hbsae-package Man page
orderInteractions Source code
plot.sae Man page Source code
plot.weights Man page Source code
print.sae Man page Source code
raneff Man page Source code
raneff.se Man page Source code
relSE Man page Source code
residuals.sae Man page Source code
sae-class Man page
se2 Man page Source code
summary.weights Man page Source code
sv2 Man page Source code
synthetic Man page Source code
uweights Man page Source code
vcov.sae Man page Source code
wDirect Man page Source code

Files

MD5
R
R/hbsae.R
R/fakedata.R
NAMESPACE
man
man/uweights.Rd
man/summary.weights.Rd
man/sae-class.Rd
man/print.sae.Rd
man/plot.weights.Rd
man/plot.sae.Rd
man/hbsae-package.Rd
man/generateFakeData.Rd
man/fSurvReg.Rd
man/fSAE.Unit.Rd
man/fSAE.Rd
man/fSAE.Area.Rd
man/CVarea.Rd
man/bench.Rd
man/aggr.Rd
examples
examples/uweights.R
examples/sae-class.R
examples/fSurvReg.R
examples/fSAE.Unit.R
examples/fSAE.R
examples/fSAE.Area.R
examples/CVarea.R
examples/bench.R
examples/aggr.R
DESCRIPTION
hbsae documentation built on May 19, 2017, 8:42 p.m.