Small Area Estimation

[Up] [Top]

Documentation for package ‘sae’ version 1.3

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.