saeRobust: Robust Small Area Estimation
Version 0.1.0

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.

Browse man pages Browse package API and functions Browse package files

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
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("saeRobust")

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

Functions

addAttr Source code
addAverageDamp Man page Source code
addConstraintMax Man page Source code
addConstraintMin Man page Source code
addCounter Man page Source code
addHistory Man page Source code
addMaxIter Man page Source code
addStorage Man page Source code
blandAltmanPlot Man page Source code
boot Man page
boot,ANY,ANY,integerORnumeric-method Man page
boot,rfh,rfhVariance,NULL-method Man page
bootstrap Man page Source code
convCritAbsolute Man page Source code
convCritRelative Man page Source code
corAR1 Man page
corAR1-class Man page
corSAR1 Man page
corSAR1-class Man page
corSAR1AR1 Man page
corSAR1AR1-class Man page
fitCoefStartingValue Source code
fitGenericModel Man page Source code
fitRe Source code
fitReStartingValues Source code
fitrfh Man page Source code
fitrsfh Man page Source code
fitrstfh Man page Source code
fitrtfh Man page Source code
fixedPoint Man page Source code
fixedPointNumericDelta Source code
fixedPointRobustBeta Source code
fixedPointRobustDelta Source code
fixedPointRobustDelta2 Source code
fixedPointRobustRandomEffect Source code
fixedPointSigma Source code
getK Man page Source code
getter Source code
makeXY Man page Source code
matA Man page Source code
matAConst Man page Source code
matB Man page Source code
matBConst Man page Source code
matBlockDiagonal Source code
matOmega1 Source code
matOmega2 Source code
matTZ Man page Source code
matTZ1 Man page Source code
matTrace Man page Source code
matU Man page Source code
matVDerR1 Source code
matVDerR2 Source code
matVDerS1 Source code
matVDerS2 Source code
matVFH Source code
matVInvT Source code
matVSFH Source code
matVSTFH Source code
matVTFH Source code
matW Man page Source code
matWbc Man page Source code
mse Man page Source code
mse.fitrfh Man page Source code
newtonRaphson Man page Source code
newtonRaphsonFunction Man page Source code
plot.mse.fitrfh Man page Source code
plot.prediction.fitrfh Man page Source code
plot.rfh Man page Source code
predict.fitrfh Man page Source code
print.rfh Source code
print.summary.rfh Source code
printDefault Source code
psiOne Man page Source code
qqPlot Man page Source code
rfh Man page
rfh,formula,data.frame,character,ANY-method Man page
rfh,numeric,matrixORMatrix,numeric,NULL-method Man page
rfh,numeric,matrixORMatrix,numeric,corAR1-method Man page
rfh,numeric,matrixORMatrix,numeric,corSAR1-method Man page
rfh,numeric,matrixORMatrix,numeric,corSAR1AR1-method Man page
robEstEqu Source code
robustObjectiveDelta Source code
score Man page Source code
score.default Source code
scoreRobustBeta Source code
summary.rfh Source code
testMatX Man page Source code
testResponse Man page Source code
testResponse0 Man page Source code
testRook Man page Source code
update,fitrfh-method Man page
update,rfh-method Man page
variance Man page Source code
variance.fitrfh Man page Source code
variance.fitrsfh Man page Source code
variance.fitrstfh Man page Source code
variance.fitrtfh Man page Source code
weights.fitrfh Man page Source code

Files

inst
inst/Readme.Rmd
inst/doc
inst/doc/fixedPoint.Rmd
inst/doc/fixedPoint.html
inst/doc/fixedPoint.R
tests
tests/testthat.R
tests/testthat
tests/testthat/test-fixedPoint.R
tests/testthat/test-variance.R
tests/testthat/test-testData.R
tests/testthat/test-helper.R
tests/testthat/test-fit.R
tests/testthat/test-rfh.R
tests/testthat/test-bootstrap.R
tests/testthat/test-makeXY.R
tests/testthat/test-matModels.R
tests/testthat/test-update.R
tests/testthat/test-print.R
tests/testthat/test-mse.R
tests/testthat/test-robustEstimationEquations.R
tests/testthat/test-robustObjectiveFunctions.R
src
src/Makevars
src/matixDefinitions.cpp
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
NEWS
R
R/mat.R
R/matModels.R
R/bootstrap.R
R/variance.R
R/plot.R
R/mse.R
R/robustObjectiveFunctions.R
R/rfh.R
R/update.R
R/makeXY.R
R/fit.R
R/robustEstimationEquations.R
R/RcppExports.R
R/print.R
R/NAMESPACE.R
R/helper.R
R/fixedPoint.R
R/testData.R
R/psiFunctions.R
R/correlation.R
vignettes
vignettes/fixedPoint.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/fit.Rd
man/bootstrap.Rd
man/score.Rd
man/fixedPoint.Rd
man/variance.Rd
man/correlation.Rd
man/psiFunctions.Rd
man/update.Rd
man/varianceMatrices.Rd
man/makeXY.Rd
man/constTestData.Rd
man/mse.Rd
man/rfh.Rd
man/plot.Rd
LICENSE
saeRobust documentation built on May 19, 2017, 1:29 p.m.