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", "1.2-2")



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: 2025-09-03
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 1.2-2, https://cran.r-project.org/web/packages/sae2. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1-1 (2015-01-26 12:23), 1.0-1 (2019-07-22 06:20), 1.2-1 (2023-08-23 11:10)
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

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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