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

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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.

Author
Bernhard Meindl, Matthias Templ, Andreas Alfons, Alexander Kowarik, and with contributions from Mathieu Ribatet
Date of publication
2016-02-20 13:50:06
Maintainer
Matthias Templ <matthias.templ@gmail.com>
License
GPL (>= 2)
Version
0.3.0

View on CRAN

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
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
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)

Files in this package

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