sae: Small Area Estimation

Functions for small area estimation.

AuthorIsabel Molina, Yolanda Marhuenda
Date of publication2015-07-08 11:16:38
MaintainerYolanda Marhuenda <y.marhuenda@umh.es>
LicenseGPL-2
Version1.1

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.