Package: sae 1.3

Yolanda Marhuenda

sae: Small Area Estimation

Functions for small area estimation.

Authors:Isabel Molina, Yolanda Marhuenda

sae_1.3.tar.gz
sae_1.3.zip(r-4.7-any)
sae_1.3.tar.gz(r-4.7-any)sae_1.3.tar.gz(r-4.6-any)
sae_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
sae/json (API)

# Install 'sae' in R:
install.packages('sae', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • cornsoybean - Corn and soy beans survey and satellite data in 12 counties in Iowa.
  • cornsoybeanmeans - Corn and soy beans mean number of pixels per segment for 12 counties in Iowa.
  • grapes - Synthetic data on grape production for the region of Tuscany.
  • grapesprox - Proximity matrix for the spatial Fay-Herriot model.
  • incomedata - Synthetic income data.
  • milk - Data on fresh milk expenditure.
  • sizeprov - Domain population sizes.
  • sizeprovage - Domain population sizes by age.
  • sizeprovedu - Domain population sizes by level of education.
  • sizeprovlab - Domain population sizes by labor force status.
  • sizeprovnat - Domain population sizes for Spanish or non Spanish nationality.
  • spacetime - Synthetic area level data with spatial and temporal correlation.
  • spacetimeprox - Proximity matrix for the spatio-temporal Fay-Herriot model.
  • Xoutsamp - Out-of-sample values of auxiliary variables for 5 domains.

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5.82 score 6 stars 9 packages 122 scripts 1.7k downloads 1 mentions 17 exports 13 dependencies

Last updated from:c5904ed07b. Checks:3 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE162
source / vignettesOK164
linux-release-x86_64NOTE152
windows-devel-x86_64NOTE116
wasm-releaseOK105

Exports:bxcxdiagonalizematrixdirectebBHFeblupBHFeblupFHeblupSFHeblupSTFHmseFHmseSFHnpbmseSFHpbmseBHFpbmseebBHFpbmseSFHpbmseSTFHpssyntssd

Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulas

Basic direct and indirect estimators
Rendered fromsae_basicdirect.Rnwusingutils::Sweave

Last update: 2015-03-30
Started: 2015-03-30

Methodology
Rendered fromsae_methodology.Rnwusingutils::Sweave

Last update: 2015-03-30
Started: 2015-03-30

Readme and manuals

Help Manual

Help pageTopics
Small area estimationsae-package sae
Box-Cox Transformation and its Inversebxcx
Corn and soy beans survey and satellite data in 12 counties in Iowa.cornsoybean
Corn and soy beans mean number of pixels per segment for 12 counties in Iowa.cornsoybeanmeans
It constructs a block-diagonal matrix.diagonalizematrix
Direct estimators.direct
EB estimators of an indicator with non-sample values of auxiliary variables.ebBHF
EBLUPs of domain means based on a nested error linear regression model.eblupBHF
EBLUPs based on a Fay-Herriot model.eblupFH
EBLUPs based on a spatial Fay-Herriot model.eblupSFH
EBLUPs based on a spatio-temporal Fay-Herriot model.eblupSTFH
Synthetic data on grape production for the region of Tuscany.grapes
Proximity matrix for the spatial Fay-Herriot model.grapesprox
Synthetic income data.incomedata
Data on fresh milk expenditure.milk
Mean squared error estimator of the EBLUP under a Fay-Herriot model.mseFH
Mean squared error estimator of the spatial EBLUP under a spatial Fay-Herriot model.mseSFH
Nonparametric bootstrap mean squared error estimator of the spatial EBLUPs under a spatial Fay-Herriot model.npbmseSFH
Parametric bootstrap mean squared error estimators of the EBLUPs of means obtained under a nested error linear regression model.pbmseBHF
Parametric bootstrap mean squared error estimators of EB estimators.pbmseebBHF
Parametric bootstrap mean squared error estimators of the spatial EBLUPs under a spatial Fay-Herriot model.pbmseSFH
Parametric bootstrap mean squared error estimator of a spatio-temporal Fay-Herriot model.pbmseSTFH
Post-stratified synthetic estimators of domain means.pssynt
Domain population sizes.sizeprov
Domain population sizes by age.sizeprovage
Domain population sizes by level of education.sizeprovedu
Domain population sizes by labor force status.sizeprovlab
Domain population sizes for Spanish or non Spanish nationality.sizeprovnat
Synthetic area level data with spatial and temporal correlation.spacetime
Proximity matrix for the spatio-temporal Fay-Herriot model.spacetimeprox
Sample size dependent estimator.ssd
Out-of-sample values of auxiliary variables for 5 domains.Xoutsamp