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simPop (version 0.2.13)

Simulation of Synthetic Populations for Survey Data Considering Auxiliary Information

Description

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.

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Version

Install

install.packages('simPop')

Monthly Downloads

364

Version

0.2.13

License

GPL (>= 2)

Maintainer

Matthias Templ

Last Published

September 21st, 2015

Functions in simPop (0.2.13)

simContinuous

Simulate continuous variables of population data
spCdf

(Weighted empirical) cumulative distribution function
eusilcS

Synthetic EU-SILC survey data
spBwplot

Weighted box plots
simCategorical

Simulate categorical variables of population data
sampHH

Sample households from given microdata.
addKnownMargins

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

Categorize (semi-)continuous variables
getBreaks

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

Mosaic plots of expected and realized population sizes
calibSample-methods

Calibrate sample weights
calibVars

Construct a matrix of binary variables for calibration
simRelation

Simulate categorical variables of population data
tableWt

Weighted cross tabulation
calibPop

Calibration of 0/1 weights by Simulated Annealing
quantileWt

Weighted sample quantiles
simStructure

Simulate the household structure of population data
eusilcP

Synthetic EU-SILC data
totalsRG

Population totals Region times Gender for Austria 2006
simEUSILC

Simulate EU-SILC population data
manageSimPopObj

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

Plot weighted cumulative distribution functions
ipu

iterative proportional updating
ghanaS

Synthetic GLSS survey data
utils

Weighted mean, variance, covariance matrix and correlation matrix
specifyInput

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

Cross tabulations of expected and realized population sizes.
get_set-methods

Extract and modify variables from population or sample data stored in an object of class simPopObj-class.
whipple

Whipple index (original and modified)
dataObj-class

Class "dataObj"
simPopObj-class

Class "simPopObj"
contingencyWt

Weighted contingency coefficients
simComponents

Simulate components of continuous variables of population data
addWeights-methods

Methods for Function addWeights
simPopMethods

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

Sprague index (multipliers)
spBwplotStats

Weighted box plot statistics
simInitSpatial

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