Other packages > Find by keyword >

saeMSPE  

Compute MSPE Estimates for the Fay Herriot Model and Nested Error Regression Model
View on CRAN: Click here


Download and install saeMSPE package within the R console
Install from CRAN:
install.packages("saeMSPE")

Install from Github:
library("remotes")
install_github("cran/saeMSPE")

Install by package version:
library("remotes")
install_version("saeMSPE", "1.2")



Attach the package and use:
library("saeMSPE")
Maintained by
Peiwen Xiao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-29
Latest Update: 2022-10-21
Description:
We describe a new R package entitled 'saeMSPE' for the well-known Fay Herriot model and nested error regression model in small area estimation. Based on this package, it is possible to easily compute various common mean squared predictive error (MSPE) estimators, as well as several existing variance component predictors as a byproduct, for these two models.
How to cite:
Peiwen Xiao (2022). saeMSPE: Compute MSPE Estimates for the Fay Herriot Model and Nested Error Regression Model. R package version 1.2, https://cran.r-project.org/web/packages/saeMSPE. Accessed 07 Nov. 2024.
Previous versions and publish date:
1.0 (2022-03-29 09:30), 1.1 (2022-09-21 09:00)
Other packages that cited saeMSPE R package
View saeMSPE citation profile
Other R packages that saeMSPE depends, imports, suggests or enhances
Complete documentation for saeMSPE
Functions, R codes and Examples using the saeMSPE R package
Some associated functions: mspeFHdb . mspeFHjack . mspeFHlin . mspeFHpb . mspeFHsumca . mspeNERdb . mspeNERjack . mspeNERlin . mspeNERpb . mspeNERsumca . saeMSPE-package . varfh . varner . wheatarea . 
Some associated R codes: RcppExports.R . mspeFHlin.R . mspeNERlin.R .  Full saeMSPE package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  
bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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