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NSAE
View on CRAN: Click
here
Download and install NSAE package within the R console
Install from CRAN:
install.packages("NSAE")
Install from Github:
library("remotes")
install_github("cran/NSAE")
Install by package version:
library("remotes")
install_version("NSAE", "0.4.0")
Attach the package and use:
library("NSAE")
Maintained by
Saurav Guha
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-01
Latest Update: 2022-05-27
Description:
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) and nonstationary generalized linear mixed model was developed by Hukum Chandra, Nicola Salvati and Ray Chambers (2017) . This package is dedicated to the memory of Dr. Hukum Chandra who passed away while the package creation was in progress.
How to cite:
Saurav Guha (2021). NSAE: Nonstationary Small Area Estimation. R package version 0.4.0, https://cran.r-project.org/web/packages/NSAE. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Other R packages that NSAE depends,
imports, suggests or enhances
Complete documentation for NSAE
Functions, R codes and Examples using
the NSAE R package
Some associated functions: NS.test . NSAE . NSglm.test . Wmatrix . eblupFH1 . eblupFH2 . eblupNSFH1 . eblupNSFH2 . ebp . ebpNP . ebpNS . ebpSP . headcount . paddy . paddysample .
Some associated R codes: NS.test.R . NSAE.R . NSglm.test.R . Wmatrix.R . eblupFH1.R . eblupFH2.R . eblupNSFH1.R . eblupNSFH2.R . ebp.R . ebpNP.R . ebpNS.R . ebpSP.R . headcount.R . paddy.R . paddysample.R . Full NSAE package functions and examples
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