Other packages > Find by keyword >

hbsae  

Hierarchical Bayesian Small Area Estimation
View on CRAN: Click here


Download and install hbsae package within the R console
Install from CRAN:
install.packages("hbsae")

Install from Github:
library("remotes")
install_github("cran/hbsae")

Install by package version:
library("remotes")
install_version("hbsae", "1.2")



Attach the package and use:
library("hbsae")
Maintained by
Harm Jan Boonstra
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-09-05
Latest Update: 2022-03-05
Description:
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 mean squared errors, as well as some model selection measures. Additional functions provide means to compute aggregate estimates and mean squared errors, to minimally adjust the small area estimates to benchmarks at a higher aggregation level, and to graphically compare different sets of small area estimates.
How to cite:
Harm Jan Boonstra (2012). hbsae: Hierarchical Bayesian Small Area Estimation. R package version 1.2, https://cran.r-project.org/web/packages/hbsae. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:47), 1.0 (2012-09-05 15:03)
Other packages that cited hbsae R package
View hbsae citation profile
Other R packages that hbsae depends, imports, suggests or enhances
Complete documentation for hbsae
Functions, R codes and Examples using the hbsae R package
Some associated functions: CVarea . aggr . bench . fSAE.Area . fSAE.Unit . fSAE . fSurvReg . generateFakeData . hbsae-package . plot.sae . plot.weights . print.sae . sae-class . summary.weights . uweights . 
Some associated R codes: fakedata.R . hbsae.R . output.R .  Full hbsae package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA