CRAN/E | NSAE

NSAE

Nonstationary Small Area Estimation

Installation

About

Executes nonstationary Fay-Herriot model and nonstationary generalized linear mixed model for small area estimation.The empirical best linear unbiased predictor (EBLUP) under stationary and nonstationary Fay-Herriot models and empirical best predictor (EBP) under nonstationary generalized linear mixed model along with the mean squared error estimation are included. EBLUP for prediction of non-sample area is also included under both stationary and nonstationary Fay-Herriot models. This extension to the Fay-Herriot model that accounts for the presence of spatial nonstationarity was developed by Hukum Chandra, Nicola Salvati and Ray Chambers (2015) doi:10.1093/jssam/smu026 and nonstationary generalized linear mixed model was developed by Hukum Chandra, Nicola Salvati and Ray Chambers (2017) doi:10.1016/j.spasta.2017.01.004. This package is dedicated to the memory of Dr. Hukum Chandra who passed away while the package creation was in progress.

Key Metrics

Version 0.4.0
R ≥ 3.5.0
Published 2022-05-27 671 days ago
Needs compilation? no
License GPL-3
CRAN checks NSAE results

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Maintainer

Maintainer

Saurav Guha

saurav.iasri@gmail.com

Authors

Hukum Chandra

aut

Nicola Salvati

aut

Ray Chambers

aut

Saurav Guha

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

NSAE archive

Depends

R ≥ 3.5.0

Imports

rlist
cluster
MASS
lattice
Matrix
numDeriv
nlme
spgwr
SemiPar