sae: Small Area Estimation

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Functions for small area estimation.

Author
Isabel Molina, Yolanda Marhuenda
Date of publication
2015-07-08 11:16:38
Maintainer
Yolanda Marhuenda <y.marhuenda@umh.es>
License
GPL-2
Version
1.1

View on CRAN

Man pages

bxcx
Box-Cox Transformation and its Inverse
cornsoybean
Corn and soy beans survey and satellite data in 12 counties...
cornsoybeanmeans
Corn and soy beans mean number of pixels per segment for 12...
diagonalizematrix
It constructs a block-diagonal matrix.
direct
Direct estimators.
ebBHF
EB estimators of an indicator with non-sample values of...
eblupBHF
EBLUPs of domain means based on a nested error linear...
eblupFH
EBLUPs based on a Fay-Herriot model.
eblupSFH
EBLUPs based on a spatial Fay-Herriot model.
eblupSTFH
EBLUPs based on a spatio-temporal Fay-Herriot model.
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.
mseFH
Mean squared error estimator of the EBLUP under a Fay-Herriot...
mseSFH
Mean squared error estimator of the spatial EBLUP under a...
npbmseSFH
Nonparametric bootstrap mean squared error estimator of the...
pbmseBHF
Parametric bootstrap mean squared error estimators of the...
pbmseebBHF
Parametric bootstrap mean squared error estimators of EB...
pbmseSFH
Parametric bootstrap mean squared error estimators of the...
pbmseSTFH
Parametric bootstrap mean squared error estimator of a...
pssynt
Post-stratified synthetic estimators of domain means.
sae-package
Small area estimation
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...
spacetime
Synthetic area level data with spatial and temporal...
spacetimeprox
Proximity matrix for the spatio-temporal Fay-Herriot model.
ssd
Sample size dependent estimator.
Xoutsamp
Out-of-sample values of auxiliary variables for 5 domains.

Files in this package

sae
sae/inst
sae/inst/CITATION
sae/inst/doc
sae/inst/doc/sae_methodology.Rnw
sae/inst/doc/sae_basicdirect.R
sae/inst/doc/sae_basicdirect.pdf
sae/inst/doc/sae_basicdirect.Rnw
sae/inst/doc/sae_methodology.pdf
sae/NAMESPACE
sae/data
sae/data/Xoutsamp.rda
sae/data/spacetimeprox.rda
sae/data/milk.rda
sae/data/sizeprovlab.rda
sae/data/sizeprovage.rda
sae/data/sizeprovnat.rda
sae/data/grapes.rda
sae/data/incomedata.rda
sae/data/grapesprox.rda
sae/data/sizeprov.rda
sae/data/sizeprovedu.rda
sae/data/spacetime.rda
sae/data/cornsoybean.rda
sae/data/cornsoybeanmeans.rda
sae/R
sae/R/pbmseSFH.R
sae/R/pbmseBHF.R
sae/R/direct.R
sae/R/ssd.R
sae/R/eblupBHF.R
sae/R/eblupFH.R
sae/R/eblupSFH.R
sae/R/pssynt.R
sae/R/pbmseSTFH.R
sae/R/mseFH.R
sae/R/bxcx.R
sae/R/eblupSTFH.R
sae/R/pbmseebBHF.R
sae/R/diagonalizematrix.R
sae/R/npbmseSFH.R
sae/R/mseSFH.R
sae/R/ebBHF.R
sae/vignettes
sae/vignettes/sae_methodology.Rnw
sae/vignettes/sae_basicdirect.Rnw
sae/MD5
sae/build
sae/build/vignette.rds
sae/DESCRIPTION
sae/man
sae/man/cornsoybean.Rd
sae/man/grapesprox.Rd
sae/man/mseSFH.Rd
sae/man/sizeprov.Rd
sae/man/eblupSFH.Rd
sae/man/pbmseSFH.Rd
sae/man/milk.Rd
sae/man/eblupBHF.Rd
sae/man/npbmseSFH.Rd
sae/man/sizeprovnat.Rd
sae/man/incomedata.Rd
sae/man/eblupFH.Rd
sae/man/cornsoybeanmeans.Rd
sae/man/eblupSTFH.Rd
sae/man/pbmseSTFH.Rd
sae/man/sae-package.Rd
sae/man/sizeprovlab.Rd
sae/man/pbmseebBHF.Rd
sae/man/diagonalizematrix.Rd
sae/man/bxcx.Rd
sae/man/pbmseBHF.Rd
sae/man/mseFH.Rd
sae/man/ebBHF.Rd
sae/man/direct.Rd
sae/man/Xoutsamp.Rd
sae/man/grapes.Rd
sae/man/sizeprovedu.Rd
sae/man/sizeprovage.Rd
sae/man/ssd.Rd
sae/man/spacetime.Rd
sae/man/pssynt.Rd
sae/man/spacetimeprox.Rd