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sae (version 1.3)

Small Area Estimation

Description

Functions for small area estimation.

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Version

Install

install.packages('sae')

Monthly Downloads

1,350

Version

1.3

License

GPL-2

Maintainer

Yolanda Marhuenda

Last Published

March 1st, 2020

Functions in sae (1.3)

mseSFH

Mean squared error estimator of the spatial EBLUP under a spatial Fay-Herriot model.
bxcx

Box-Cox Transformation and its Inverse
sae-package

Small area estimation
pbmseBHF

Parametric bootstrap mean squared error estimators of the EBLUPs of means obtained under a nested error linear regression model.
pssynt

Post-stratified synthetic estimators of domain means.
eblupFH

EBLUPs based on a Fay-Herriot model.
pbmseSFH

Parametric bootstrap mean squared error estimators of the spatial EBLUPs under a spatial Fay-Herriot model.
grapes

Synthetic data on grape production for the region of Tuscany.
npbmseSFH

Nonparametric bootstrap mean squared error estimator of the spatial EBLUPs under a spatial Fay-Herriot model.
ebBHF

EB estimators of an indicator with non-sample values of auxiliary variables.
mseFH

Mean squared error estimator of the EBLUP under a Fay-Herriot model.
sizeprovnat

Domain population sizes for Spanish or non Spanish nationality.
sizeprovage

Domain population sizes by age.
eblupSTFH

EBLUPs based on a spatio-temporal Fay-Herriot model.
eblupSFH

EBLUPs based on a spatial Fay-Herriot model.
spacetime

Synthetic area level data with spatial and temporal correlation.
sizeprovedu

Domain population sizes by level of education.
eblupBHF

EBLUPs of domain means based on a nested error linear regression model.
milk

Data on fresh milk expenditure.
sizeprov

Domain population sizes.
sizeprovlab

Domain population sizes by labor force status.
ssd

Sample size dependent estimator.
grapesprox

Proximity matrix for the spatial Fay-Herriot model.
spacetimeprox

Proximity matrix for the spatio-temporal Fay-Herriot model.
pbmseSTFH

Parametric bootstrap mean squared error estimator of a spatio-temporal Fay-Herriot model.
incomedata

Synthetic income data.
pbmseebBHF

Parametric bootstrap mean squared error estimators of EB estimators.
diagonalizematrix

It constructs a block-diagonal matrix.
Xoutsamp

Out-of-sample values of auxiliary variables for 5 domains.
direct

Direct estimators.
cornsoybeanmeans

Corn and soy beans mean number of pixels per segment for 12 counties in Iowa.
cornsoybean

Corn and soy beans survey and satellite data in 12 counties in Iowa.