simPop: Simulation of Synthetic Populations for Survey Data Considering Auxiliary Information
Version 0.6.0

Tools and methods to simulate populations for surveys based on auxiliary data. The tools include model-based methods, calibration and combinatorial optimization algorithms. The package was developed with support of the International Household Survey Network, DFID Trust Fund TF011722 and funds from the World bank.

Browse man pages Browse package API and functions Browse package files

AuthorBernhard Meindl, Matthias Templ, Andreas Alfons, Alexander Kowarik, and with contributions from Mathieu Ribatet
Date of publication2017-01-23 13:50:11
MaintainerMatthias Templ <matthias.templ@gmail.com>
LicenseGPL (>= 2)
Version0.6.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("simPop")

Man pages

addKnownMargins: add known margins/totals
addWeights: Methods for function 'addWeights'
calibPop: Calibration of 0/1 weights by Simulated Annealing
calibSample: Calibrate sample weights
calibVars: Construct a matrix of binary variables for calibration
contingencyWt: Weighted contingency coefficients
correctHeaps: Correct age heaping
correctSingleHeap: correctSingleHeap
dataObj-class: Class '"dataObj"'
eusilc13puf: Synthetic EU-SILC 2013 survey data
eusilcP: Synthetic EU-SILC data
eusilcS: Synthetic EU-SILC survey data
getBreaks: Compute break points for categorizing (semi-)continuous...
getCat: Categorize (semi-)continuous variables
get_set-methods: Extract and modify variables from population or sample data...
ghanaS: Synthetic GLSS survey data
ipu: iterative proportional updating
ipu2: Iterative Proportional Updating
kishFactor: Kish Factor
manageSimPopObj: get and set variables from population or sample data stored...
quantileWt: Weighted sample quantiles
sampHH: Sample households from given microdata.
silcTools: Utility functions for socio-economic data sets
silcTools2: Utility functions for EU-SILC data
simCategorical: Simulate categorical variables of population data
simComponents: Simulate components of continuous variables of population...
simContinuous: Simulate continuous variables of population data
simEUSILC: Simulate EU-SILC population data
simInitSpatial: Generation of smaller regions given an existing spatial...
simple_dis: Simple generation of new variables
simPopObj-class: Class '"simPopObj"'
simRelation: Simulate categorical variables of population data
simStructure: Simulate the household structure of population data
spBwplot: Weighted box plots
spBwplotStats: Weighted box plot statistics
spCdf: (Weighted empirical) cumulative distribution function
spCdfplot: Plot weighted cumulative distribution functions
specifyInput: create an object of class 'dataObj' required for further...
spMosaic: Mosaic plots of expected and realized population sizes
sprague: Sprague index (multipliers)
spTable: Cross tabulations of expected and realized population sizes.
tableWt: Weighted cross tabulation
totalsRG: Population totals Region times Gender for Austria 2006
utility: Utility measures
weighted_estimators: Weighted mean, variance, covariance matrix and correlation...
whipple: Whipple index (original and modified)

Functions

addKnownMargins Man page Source code
addWeights Man page
addWeights<- Man page
addWeights<-,dataObj-method Man page
addWeights<-,simPopObj-method Man page
adjustProbs Source code
as.array.spTable Source code
as.table.spTable Source code
calcFinalWeights Source code
calibPop Man page Source code
calibSample Man page
calibSample,df_or_dataObj_or_simPopObj,dataFrame_or_Table-method Man page
calibSample_work Source code
calibVars Man page Source code
calibVars.data.frame Source code
calibVars.default Source code
calibVars.matrix Source code
checkBreaks Source code
checkCol Man page Source code
checkFactor Source code
chooseSILCvars Man page Source code
cleanFactor Source code
conditional.dis Man page Source code
contingencyWt Man page Source code
contingencyWt.data.frame Source code
contingencyWt.default Source code
contingencyWt.matrix Source code
corWt Man page Source code
corWt.data.frame Source code
corWt.dataObj Source code
corWt.default Source code
corWt.matrix Source code
correctHeaps Man page Source code
correctSingleHeap Man page Source code
covWt Man page Source code
covWt.data.frame Source code
covWt.dataObj Source code
covWt.default Source code
covWt.matrix Source code
crossprodWt Source code
dataObj-class Man page
dgpd Source code
dropLevels Source code
eusilc13puf Man page
eusilcP Man page
eusilcS Man page
factorNA Man page Source code
fitgpd Source code
genVals Source code
generateValues Source code
generateValues_binary Source code
generateValues_distribution Source code
generateValues_lm Source code
generateValues_multinom Source code
generateValues_poisson Source code
getAge Man page Source code
getBreaks Man page Source code
getBwplotStats Man page Source code
getCat Man page Source code
getCatName Source code
getCdf Man page Source code
getCitizenship Man page Source code
getEcoStat Man page Source code
getExclude Source code
getExclude.data.frame Source code
getExclude.data.table Source code
getExclude.default Source code
getGender Man page Source code
getHeadName Source code
getHsize Man page Source code
get_set-methods Man page
ghanaS Man page
gpdlme Source code
gpdmdpd Source code
gpdmed Source code
gpdmgf Source code
gpdmle Source code
gpdmoments Source code
gpdmple Source code
gpdpickands Source code
gpdpwmb Source code
gpdpwmu Source code
ipu Man page Source code
ipu2 Man page Source code
kishFactor Man page Source code
loadSILC Man page Source code
logitreg Source code
manageSimPopObj Man page Source code
meanWt Man page Source code
meanWt.dataObj Source code
meanWt.default Source code
mergeSILC Man page Source code
mergeSILC2 Source code
minDist Source code
modifySILC Man page Source code
onAttach Source code
panelSpBwplot Man page Source code
panelSpCdfplot Man page Source code
parallelParameters Source code
pgpd Source code
plot.spTable Source code
pop Man page
pop,simPopObj-method Man page
pop<- Man page
pop<-,simPopObj-method Man page
popData Man page
popData,simPopObj-method Man page
popObj Man page
popObj,simPopObj-method Man page
popObj<- Man page
popObj<-,simPopObj,dataObj-method Man page
prepBwplotStats Man page Source code
prepBwplotStats.data.frame Man page Source code
prepBwplotStats.default Man page Source code
prepCdf Man page Source code
prepCdf.data.frame Man page Source code
prepCdf.default Man page Source code
prepanelSpCdfplot Man page Source code
print.spTable Source code
qgpd Source code
quantileWt Man page Source code
quantileWt.dataObj Source code
quantileWt.default Source code
regressionInput Source code
restructureHHid Man page Source code
rgpd Source code
runModel Source code
samlmu Source code
samp Man page
samp,simPopObj-method Man page
samp<- Man page
samp<-,simPopObj-method Man page
sampHH Man page Source code
sampleData Man page
sampleData,simPopObj-method Man page
sampleObj Man page
sampleObj,simPopObj-method Man page
sampleObj<- Man page
sampleObj<-,simPopObj,dataObj-method Man page
seqMinDist Source code
show,dataObj-method Man page
show,simPopObj-method Man page
silcTools Man page
silcTools2 Man page
simCategorical Man page Source code
simComponents Man page Source code
simContinuous Man page Source code
simEUSILC Man page Source code
simInitSpatial Man page Source code
simPopObj-class Man page
simRelation Man page Source code
simStructure Man page Source code
simple_dis Man page
simulateValues Source code
spBwplot Man page Source code
spBwplotStats Man page Source code
spCdf Man page Source code
spCdfplot Man page Source code
spCdfplot.default Man page
spMosaic Man page Source code
spPredict Source code
spSample Source code
spShading Source code
spTable Man page Source code
specifyInput Man page Source code
sprague Man page Source code
tableObj Man page
tableObj,simPopObj-method Man page
tableWt Man page Source code
totalsRG Man page
totalsRGtab Man page
truncPareto Source code
univariate.dis Man page Source code
utility Man page Source code
utilityIndicator Man page Source code
utilityModal Man page Source code
varWt Man page Source code
varWt.dataObj Source code
varWt.default Source code
weighted_estimators Man page
whipple Man page Source code

Files

inst
inst/CITATION
tests
tests/debug_ipu.r
tests/dontruns.R
tests/test_sprague.R
src
src/header.h
src/POT.c
src/calibPop.cpp
src/ipu.cpp
src/calibVars.cpp
NAMESPACE
demo
demo/ghana.R
demo/eusilc.R
demo/00Index
NEWS
data
data/totalsRG.rda
data/totalsRGtab.rda
data/eusilcP.RData
data/eusilcS.RData
data/ghanaS.RData
data/eusilc13puf.rda
data/datalist
R
R/dataSets.R
R/utils.R
R/simContinuous.R
R/spBwplot.R
R/tableWt.R
R/simCategorical.R
R/spCdf.R
R/simGPD.R
R/whipple.R
R/simStructure.R
R/simInitSpatial.R
R/getBreaks.R
R/contingencyWt.R
R/ipu.r
R/addKnownMargins.R
R/spPredict.R
R/simRelation.R
R/meanWt.R
R/silcTools2.R
R/utility.R
R/calibVars.R
R/ipu2.r
R/sampHH.R
R/simComponents.R
R/specifyInput.R
R/getCat.R
R/spBwplotStats.R
R/calibPop.R
R/0classes.R
R/sprague.R
R/addWeights.r
R/simple_dis.R
R/simEUSILC.R
R/spSample.R
R/correctHeap.R
R/spMosaic.R
R/spTable.R
R/simPop-package-package.R
R/silcTools.R
R/fitGPD.R
R/calibSample.R
R/zzz.R
R/quantileWt.R
R/spCdfplot.R
R/printFunctions.R
MD5
DESCRIPTION
man
man/manageSimPopObj.Rd
man/simStructure.Rd
man/sprague.Rd
man/correctSingleHeap.Rd
man/simInitSpatial.Rd
man/silcTools2.Rd
man/ipu2.Rd
man/utility.Rd
man/tableWt.Rd
man/contingencyWt.Rd
man/getCat.Rd
man/get_set-methods.Rd
man/simEUSILC.Rd
man/sampHH.Rd
man/silcTools.Rd
man/spTable.Rd
man/weighted_estimators.Rd
man/spCdf.Rd
man/spMosaic.Rd
man/quantileWt.Rd
man/eusilcS.Rd
man/kishFactor.Rd
man/calibSample.Rd
man/correctHeaps.Rd
man/spBwplot.Rd
man/calibVars.Rd
man/simContinuous.Rd
man/addWeights.Rd
man/whipple.Rd
man/spBwplotStats.Rd
man/simRelation.Rd
man/ghanaS.Rd
man/totalsRG.Rd
man/eusilcP.Rd
man/simPopObj-class.Rd
man/spCdfplot.Rd
man/simple_dis.Rd
man/getBreaks.Rd
man/eusilc13puf.Rd
man/addKnownMargins.Rd
man/simComponents.Rd
man/calibPop.Rd
man/dataObj-class.Rd
man/specifyInput.Rd
man/ipu.Rd
man/simCategorical.Rd
simPop documentation built on May 20, 2017, 1:11 a.m.