saeRobust: Robust Small Area Estimation

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.

AuthorSebastian Warnholz [aut, cre]
Date of publication2016-05-16 19:47:53
MaintainerSebastian Warnholz <Sebastian.Warnholz@fu-berlin.de>
LicenseMIT + file LICENSE
Version0.1.0

View on CRAN

Functions

addAverageDamp Man page
addConstraintMax Man page
addConstraintMin Man page
addCounter Man page
addHistory Man page
addMaxIter Man page
addStorage Man page
blandAltmanPlot Man page
boot Man page
boot,ANY,ANY,integerORnumeric-method Man page
boot,rfh,rfhVariance,NULL-method Man page
bootstrap Man page
convCritAbsolute Man page
convCritRelative Man page
corAR1 Man page
corAR1-class Man page
corSAR1 Man page
corSAR1AR1 Man page
corSAR1AR1-class Man page
corSAR1-class Man page
fitGenericModel Man page
fitrfh Man page
fitrsfh Man page
fitrstfh Man page
fitrtfh Man page
fixedPoint Man page
getK Man page
makeXY Man page
matA Man page
matAConst Man page
matB Man page
matBConst Man page
matTrace Man page
matTZ Man page
matTZ1 Man page
matU Man page
matW Man page
matWbc Man page
mse Man page
mse.fitrfh Man page
newtonRaphson Man page
newtonRaphsonFunction Man page
plot.mse.fitrfh Man page
plot.prediction.fitrfh Man page
plot.rfh Man page
predict.fitrfh Man page
psiOne Man page
qqPlot Man page
rfh Man page
rfh,formula,data.frame,character,ANY-method Man page
rfh,numeric,matrixORMatrix,numeric,corAR1-method Man page
rfh,numeric,matrixORMatrix,numeric,corSAR1AR1-method Man page
rfh,numeric,matrixORMatrix,numeric,corSAR1-method Man page
rfh,numeric,matrixORMatrix,numeric,NULL-method Man page
score Man page
testMatX Man page
testResponse Man page
testResponse0 Man page
testRook Man page
update,fitrfh-method Man page
update,rfh-method Man page
variance Man page
variance.fitrfh Man page
variance.fitrsfh Man page
variance.fitrstfh Man page
variance.fitrtfh Man page
weights.fitrfh Man page

Files

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

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

Please suggest features or report bugs with the GitHub issue tracker.

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