saeRobust: Robust Small Area Estimation

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Methods to fit robust alternatives to commonly used models used in Small Area Estimation. The methods here used are based on best linear unbiased predictions and linear mixed models. At this time available models include area level models incorporating spatial and temporal correlation in the random effects.

Author
Sebastian Warnholz [aut, cre]
Date of publication
2016-05-16 19:47:53
Maintainer
Sebastian Warnholz <Sebastian.Warnholz@fu-berlin.de>
License
MIT + file LICENSE
Version
0.1.0

View on CRAN

Man pages

bootstrap
Fit model on Bootstrap sample
constTestData
Construction of test data
correlation
Correlation Structure
fit
Fitting Precedures
fixedPoint
Fixed Point Algorithm Infrastructure
makeXY
makeXY
mse
Compute the Mean Squared Error of an Estimator
plot
Plots
psiFunctions
psiOne
rfh
Robust Fay Herriot Model
score
Compute values of robust score functions
update
Update a fitted object
variance
Construct variance
varianceMatrices
Matrix constructor functions

Files in this package

saeRobust
saeRobust/inst
saeRobust/inst/Readme.Rmd
saeRobust/inst/doc
saeRobust/inst/doc/fixedPoint.Rmd
saeRobust/inst/doc/fixedPoint.html
saeRobust/inst/doc/fixedPoint.R
saeRobust/tests
saeRobust/tests/testthat.R
saeRobust/tests/testthat
saeRobust/tests/testthat/test-fixedPoint.R
saeRobust/tests/testthat/test-variance.R
saeRobust/tests/testthat/test-testData.R
saeRobust/tests/testthat/test-helper.R
saeRobust/tests/testthat/test-fit.R
saeRobust/tests/testthat/test-rfh.R
saeRobust/tests/testthat/test-bootstrap.R
saeRobust/tests/testthat/test-makeXY.R
saeRobust/tests/testthat/test-matModels.R
saeRobust/tests/testthat/test-update.R
saeRobust/tests/testthat/test-print.R
saeRobust/tests/testthat/test-mse.R
saeRobust/tests/testthat/test-robustEstimationEquations.R
saeRobust/tests/testthat/test-robustObjectiveFunctions.R
saeRobust/src
saeRobust/src/Makevars
saeRobust/src/matixDefinitions.cpp
saeRobust/src/Makevars.win
saeRobust/src/RcppExports.cpp
saeRobust/NAMESPACE
saeRobust/NEWS
saeRobust/R
saeRobust/R/mat.R
saeRobust/R/matModels.R
saeRobust/R/bootstrap.R
saeRobust/R/variance.R
saeRobust/R/plot.R
saeRobust/R/mse.R
saeRobust/R/robustObjectiveFunctions.R
saeRobust/R/rfh.R
saeRobust/R/update.R
saeRobust/R/makeXY.R
saeRobust/R/fit.R
saeRobust/R/robustEstimationEquations.R
saeRobust/R/RcppExports.R
saeRobust/R/print.R
saeRobust/R/NAMESPACE.R
saeRobust/R/helper.R
saeRobust/R/fixedPoint.R
saeRobust/R/testData.R
saeRobust/R/psiFunctions.R
saeRobust/R/correlation.R
saeRobust/vignettes
saeRobust/vignettes/fixedPoint.Rmd
saeRobust/MD5
saeRobust/build
saeRobust/build/vignette.rds
saeRobust/DESCRIPTION
saeRobust/man
saeRobust/man/fit.Rd
saeRobust/man/bootstrap.Rd
saeRobust/man/score.Rd
saeRobust/man/fixedPoint.Rd
saeRobust/man/variance.Rd
saeRobust/man/correlation.Rd
saeRobust/man/psiFunctions.Rd
saeRobust/man/update.Rd
saeRobust/man/varianceMatrices.Rd
saeRobust/man/makeXY.Rd
saeRobust/man/constTestData.Rd
saeRobust/man/mse.Rd
saeRobust/man/rfh.Rd
saeRobust/man/plot.Rd
saeRobust/LICENSE