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simPopulation

R package simPopulation: Simulation of synthetic populations for surveys based on sample data. Simulate populations for surveys based on sample data with special application to EU-SILC.

Keywords for this software

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  • R package
  • R
  • Journal of Statistical Software
  • synthetic data
  • simulation
  • statistical disclosure control
  • parallel computing
  • proportions
  • population data
  • sample weights
  • survey statistics
  • survey methodology
  • EU-SILC
  • confidentiality
  • statistical simulation
  • logratio analysis
  • exponential regression model
  • disclosure control
  • indicators
  • outliers
  • compositional data
  • micro-data
  • density power divergence
  • CART
  • missing values
  • robust estimation
  • extreme value theory
  • microdata
  • UK longitudinal studies
  • robust methods

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Andreas Alfons; Stefan Kraft
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 8 articles )

Showing results 1 to 8 of 8.
y Sorted by year (citations)

  1. Ghosh, Abhik: Divergence based robust estimation of the tail index through an exponential regression model (2017)
  2. Matthias Templ and Bernhard Meindl and Alexander Kowarik and Olivier Dupriez: Simulation of Synthetic Complex Data: The R Package simPop (2017) not zbMATH
  3. Beata Nowok and Gillian Raab and Chris Dibben: synthpop: Bespoke Creation of Synthetic Data in R (2016) not zbMATH
  4. Matthias Templ; Alexander Kowarik; Bernhard Meindl: Statistical Disclosure Control for Micro-Data Using the R Package sdcMicro (2015) not zbMATH
  5. Andreas Alfons; Matthias Templ: Estimation of Social Exclusion Indicators from Complex Surveys: The R Package laeken (2013) not zbMATH
  6. Hron, Karel; Templ, Matthias; Filzmoser, Peter: Estimation of a proportion in survey sampling using the logratio approach (2013)
  7. Alfons, Andreas; Kraft, Stefan; Templ, Matthias; Filzmoser, Peter: Simulation of close-to-reality population data for household surveys with application to EU-SILC (2011)
  8. Andreas Alfons; Matthias Templ; Peter Filzmoser: An Object-Oriented Framework for Statistical Simulation: The R Package simFrame (2010) not zbMATH

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      • 62 Statistics
      • 91 Game theory, economics,...

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