Other packages > Find by keyword >

msaeDB  

Difference Benchmarking for Multivariate Small Area Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("msaeDB", "0.2.1")



Attach the package and use:
library("msaeDB")
Maintained by
Zaza Yuda Perwira
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-01-09
Latest Update: 2023-08-19
Description:
Implements Benchmarking Method for Multivariate Small Area Estimation under Fay Herriot Model. Multivariate Small Area Estimation (MSAE) is a development of Univariate Small Area Estimation that considering the correlation among response variables and borrowing the strength from related areas and auxiliary variables to increase the effectiveness of sample size, the multivariate model in this package is based on multivariate model 1 proposed by Roberto Benavent and Domingo Morales (2016) . Benchmarking in Small Area Estimation is a modification of Small Area Estimation model to guarantee that the aggregate weighted mean of the county predictors equals the corresponding weighted mean of survey estimates. Difference Benchmarking is the simplest benchmarking method but widely used by multiplying empirical best linear unbiased prediction (EBLUP) estimator by the common adjustment factors (J.N.K Rao and Isabel Molina, 2015).
How to cite:
Zaza Yuda Perwira (2021). msaeDB: Difference Benchmarking for Multivariate Small Area Estimation. R package version 0.2.1, https://cran.r-project.org/web/packages/msaeDB. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.1.0 (2021-01-09 15:10), 0.1.1 (2021-01-13 14:30), 0.1.2 (2021-01-18 17:30), 0.1.3 (2021-03-03 17:00), 0.2.0 (2021-03-30 09:50), 0.2.1 (2021-04-08 12:50)
Other packages that cited msaeDB R package
View msaeDB citation profile
Other R packages that msaeDB depends, imports, suggests or enhances
Functions, R codes and Examples using the msaeDB R package
Some associated functions: datamsaeDB . datamsaeDBns . msaedb . msaedbns . msaefh . msaefhns . saedb . saedbns . saefh . saefhns . 
Some associated R codes: datamsaeDB.R . datamsaeDBns.R . msaeDB-Package.R . msaedb.R . msaedbns.R . msaefh.R . msaefhns.R . saedb.R . saedbns.R . saefh.R . saefhns.R .  Full msaeDB package functions and examples
Downloads during the last 30 days
03/1503/2003/2103/2203/2303/2603/2804/0604/0704/0804/12Downloads for msaeDB012345678910111213TrendBars

Today's Hot Picks in Authors and Packages

LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  
COMPoissonReg  
Conway-Maxwell Poisson (COM-Poisson) Regression
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
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  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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