Other packages > Find by keyword >

sae2  

Small Area Estimation: Time-Series Models
View on CRAN: Click here


Download and install sae2 package within the R console
Install from CRAN:
install.packages("sae2")

Install from Github:
library("remotes")
install_github("cran/sae2")

Install by package version:
library("remotes")
install_version("sae2", "1.2-1")



Attach the package and use:
library("sae2")
Maintained by
Robert Fay
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-26
Latest Update: 2023-08-23
Description:
Time series area-level models for small area estimation. The package supplements the functionality of the sae package. Specifically, it includes EBLUP fitting of the original Rao-Yu model, which in the original form did not have a spatial component. The package also offers a modified ('dynamic') version of the Rao-Yu model, replacing the assumption of stationarity. Both univariate and multivariate applications are supported. Of particular note is the allowance for covariance of the area-level sample estimates over time, as encountered in rotating panel designs such as the U.S. National Crime Victimization Survey or present in a time-series of 5-year estimates from the American Community Survey. Key references to the methods include J.N.K. Rao and I. Molina (2015, ISBN:9781118735787), J.N.K. Rao and M. Yu (1994) , and R.E. Fay and R.A. Herriot (1979) .
How to cite:
Robert Fay (2015). sae2: Small Area Estimation: Time-Series Models. R package version 1.2-1, https://cran.r-project.org/web/packages/sae2. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-1 (2015-01-26 12:23), 1.0-1 (2019-07-22 06:20)
Other packages that cited sae2 R package
View sae2 citation profile
Other R packages that sae2 depends, imports, suggests or enhances
Complete documentation for sae2
Functions, R codes and Examples using the sae2 R package
Some associated functions: dynRYfit . eblupDyn . geo_ratios . mvrnormSeries . sae2-package . vcovgen . 
Some associated R codes: Gamma_u_f.R . Gamma_v_f.R . dynRYfit.R . eblupDyn.R . eblupRY.R . geo_ratios.R . mvrnormSeries.R . orth_c.R . vcovgen.R .  Full sae2 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

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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