BayesSAE: Bayesian Analysis of Small Area Estimation
Version 1.0-1

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.

AuthorChengchun Shi, with contributions from Peng Zhang
Date of publication2013-10-28 18:17:48
MaintainerChengchun Shi <3100102177@zju.edu.cn>
LicenseGPL-2
Version1.0-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BayesSAE")

Getting started

Package overview

Popular 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
See all...

All man pages Function index File listing

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

Functions

BayesFH Source code
BayesSAE Man page Man page Source code
BayesSAE-package Man page
BayesSFH Source code
BayesSYC Source code
BayesUFH Source code
BayesUYC Source code
BayesYC Source code
MCMC Man page Source code
SAIPE Man page
model.compare Source code
print.BayesSAE Man page Source code
print.summary.BayesSAE Man page Source code
replication Man page Source code
summary.BayesSAE Man page Source code
theta.HB Source code
theta.HBSFH Source code
theta.HBSYC Source code

Files

src
src/Makevars
src/HBsae.cpp
src/generate.h
NAMESPACE
NEWS
data
data/SAIPE.rda
R
R/theta.HBSFH.R
R/BayesSFH.R
R/BayesYC.R
R/BayesUYC.R
R/BayesSAE.R
R/model.compare.R
R/summary.BayesSAE.R
R/theta.HBSYC.R
R/BayesUFH.R
R/BayesFH.R
R/BayesSYC.R
R/replication.R
R/theta.HB.R
MD5
DESCRIPTION
man
man/BayesSAE-package.Rd
man/summary.BayesSAE.Rd
man/replication.Rd
man/SAIPE.Rd
man/BayesSAE.Rd
BayesSAE documentation built on May 19, 2017, 9:25 a.m.

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