Other packages > Find by keyword >

NSAE  

Nonstationary Small Area Estimation
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]
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 06 May. 2025.
Previous versions and publish date:
0.1.1 (2021-07-01 09:30), 0.2.1 (2022-04-02 11:40), 0.3.0 (2022-04-21 13:10)
Other packages that cited NSAE R package
View NSAE citation profile
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
Downloads during the last 30 days
04/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for NSAE051015202530TrendBars

Today's Hot Picks in Authors and Packages

rotations  
Working with Rotation Data
Tools for working with rotational data, including simulation from the most commonly used distributi ...
Download / Learn more Package Citations See dependency  
tashu  
Analysis and Prediction of Bicycle Rental Amount
Provides functions for analyzing citizens' bicycle usage pattern and predicting rental amount on spe ...
Download / Learn more Package Citations See dependency  
netUtils  
A Collection of Tools for Network Analysis
Provides a collection of network analytic (convenience) functions which are missing in other standar ...
Download / Learn more Package Citations See dependency  
HuraultMisc  
Guillem Hurault Functions' Library
Contains various functions for data analysis, notably helpers and diagnostics for Bayesian modelling ...
Download / Learn more Package Citations See dependency  
tbrf  
Time-Based Rolling Functions
Provides rolling statistical functions based on date and time windows instead of n-lagged observatio ...
Download / Learn more Package Citations See dependency  
simfam  
Simulate and Model Family Pedigrees with Structured Founders
The focus is on simulating and modeling families with founders drawn from a structured population (f ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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