# Small Area Estimation

## Documentation for package ‘sae’ version 1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

sae-package | Small area estimation
bxcx | Box-Cox Transformation and its Inverse
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.
diagonalizematrix | It constructs a block-diagonal matrix.
direct | Direct estimators.
ebBHF | EB estimators of an indicator with non-sample values of auxiliary variables.
eblupBHF | EBLUPs of domain means based on a nested error linear regression model.
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 model.
mseSFH | Mean squared error estimator of the spatial EBLUP under a spatial Fay-Herriot model.
npbmseSFH | Nonparametric bootstrap mean squared error estimator of the spatial EBLUPs under a spatial Fay-Herriot model.
pbmseBHF | Parametric bootstrap mean squared error estimators of the EBLUPs of means obtained under a nested error linear regression model.
pbmseebBHF | Parametric bootstrap mean squared error estimators of EB estimators.
pbmseSFH | Parametric bootstrap mean squared error estimators of the spatial EBLUPs under a spatial Fay-Herriot model.
pbmseSTFH | Parametric bootstrap mean squared error estimator of a spatio-temporal Fay-Herriot model.
pssynt | Post-stratified synthetic estimators of domain means.
sae | 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 nationality.
spacetime | Synthetic area level data with spatial and temporal correlation.
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.