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simPop (version 0.2.6)

Simulation of Synthetic Populations for Survey Data Considering Auxiliary Information

Description

Simulate populations for surveys based on auxiliary data including model-based methods, calibration and combinatorial optimization tools. Developed with support of the International Household Survey Network, DFID Trust Fund TF011722

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Version

Install

install.packages('simPop')

Monthly Downloads

406

Version

0.2.6

License

GPL (>= 2)

Maintainer

Matthias Templ

Last Published

November 18th, 2014

Functions in simPop (0.2.6)

simRelation

Simulate categorical variables of population data
calibPop

Calibration of 0/1 weights by Simulated Annealing
spCdfplot

Plot weighted cumulative distribution functions
eusilcP

Synthetic EU-SILC data
contingencyWt

Weighted contingency coefficients
simContinuous

Simulate continuous variables of population data
totalsRG

Population totals Region times Gender for Austria 2006
calibVars

Construct a matrix of binary variables for calibration
specifyInput

create an object of class 'dataObj' required for further processing
simCategorical

Simulate categorical variables of population data
calibSample-methods

Calibrate sample weights
ghanaS

Synthetic GLSS survey data
spMosaic

Mosaic plots of expected and realized population sizes
spBwplot

Weighted box plots
spCdf

(Weighted empirical) cumulative distribution function
dataObj-class

Class "dataObj"
synthPopMethods

Methods to query/set slots from objects of class synthPopObj.
ipu

iterative proportional updating
getCat

Categorize (semi-)continuous variables
synthPopObj-class

Class "synthPopObj"
eusilcS

Synthetic EU-SILC survey data
sampHH

Sample households from given microdata.
simEUSILC

Simulate EU-SILC population data
getBreaks

Compute break points for categorizing (semi-)continuous variables
addKnownMargins

add known margins/totals for a combination of variables for the population to an object of class synthPopObj.
spBwplotStats

Weighted box plot statistics
whipple

Whipple index (original and modified)
tableWt

Weighted cross tabulation
simComponents

Simulate components of continuous variables of population data
spTable

Cross tabulations of expected and realized population sizes.
simStructure

Simulate the household structure of population data
utils

Weighted mean, variance, covariance matrix and correlation matrix
quantileWt

Weighted sample quantiles
addWeights-methods

Methods for Function addWeights
manageSynthPopObj

get and set variables from population or sample data stored in an object of class synthPopObj.
simInitSpatial

Generation of smaller regions given an existing spatial variable and a table.
sprague

Sprague index (multipliers)