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simPop (version 0.2.9)

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

0.2.9

License

GPL (>= 2)

Maintainer

Matthias Templ

Last Published

January 26th, 2015

Functions in simPop (0.2.9)

contingencyWt

Weighted contingency coefficients
spCdfplot

Plot weighted cumulative distribution functions
simContinuous

Simulate continuous variables of population data
calibVars

Construct a matrix of binary variables for calibration
sampHH

Sample households from given microdata.
quantileWt

Weighted sample quantiles
ipu

iterative proportional updating
manageSimPopObj

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

Synthetic EU-SILC data
calibPop

Calibration of 0/1 weights by Simulated Annealing
spCdf

(Weighted empirical) cumulative distribution function
simCategorical

Simulate categorical variables of population data
simEUSILC

Simulate EU-SILC population data
simRelation

Simulate categorical variables of population data
simInitSpatial

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

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

Synthetic EU-SILC survey data
calibSample-methods

Calibrate sample weights
simComponents

Simulate components of continuous variables of population data
getBreaks

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

Mosaic plots of expected and realized population sizes
dataObj-class

Class "dataObj"
spBwplot

Weighted box plots
ghanaS

Synthetic GLSS survey data
spBwplotStats

Weighted box plot statistics
getCat

Categorize (semi-)continuous variables
whipple

Whipple index (original and modified)
simPopObj-class

Class "simPopObj"
specifyInput

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

Weighted cross tabulation
addWeights-methods

Methods for Function addWeights
totalsRG

Population totals Region times Gender for Austria 2006
simStructure

Simulate the household structure of population data
sprague

Sprague index (multipliers)
simPopMethods

Methods to query/set slots from objects of class simPopObj.
spTable

Cross tabulations of expected and realized population sizes.
utils

Weighted mean, variance, covariance matrix and correlation matrix