BayesSAE: Bayesian Analysis of Small Area Estimation

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This package provides a variety of functions to deal with several specific small area area- level models in Bayesian context. Models provided range from the basic Fay-Herriot model to its improvement such as You-Chapman models, unmatched models, spatial models and so on. Different types of priors for specific parameters could be chosen to obtain MCMC posterior draws. The main sampling function is written in C with GSL lab so as to facilitate the computation. Model internal checking and model comparison criteria are also involved.

Author
Chengchun Shi, with contributions from Peng Zhang
Date of publication
2013-10-28 18:17:48
Maintainer
Chengchun Shi <3100102177@zju.edu.cn>
License
GPL-2
Version
1.0-1

View on CRAN

Man pages

BayesSAE
MCMC Draws Based on Area-Level Models
BayesSAE-package
Bayesian Data Analysis of Small Area Models
replication
Replicated Data
SAIPE
Data on U.S. Census Bureau's Small Area Income and Poverty...
summary.BayesSAE
Extract Information from Object BayesSAE

Files in this package

BayesSAE
BayesSAE/src
BayesSAE/src/Makevars
BayesSAE/src/HBsae.cpp
BayesSAE/src/generate.h
BayesSAE/NAMESPACE
BayesSAE/NEWS
BayesSAE/data
BayesSAE/data/SAIPE.rda
BayesSAE/R
BayesSAE/R/theta.HBSFH.R
BayesSAE/R/BayesSFH.R
BayesSAE/R/BayesYC.R
BayesSAE/R/BayesUYC.R
BayesSAE/R/BayesSAE.R
BayesSAE/R/model.compare.R
BayesSAE/R/summary.BayesSAE.R
BayesSAE/R/theta.HBSYC.R
BayesSAE/R/BayesUFH.R
BayesSAE/R/BayesFH.R
BayesSAE/R/BayesSYC.R
BayesSAE/R/replication.R
BayesSAE/R/theta.HB.R
BayesSAE/MD5
BayesSAE/DESCRIPTION
BayesSAE/man
BayesSAE/man/BayesSAE-package.Rd
BayesSAE/man/summary.BayesSAE.Rd
BayesSAE/man/replication.Rd
BayesSAE/man/SAIPE.Rd
BayesSAE/man/BayesSAE.Rd