simPop: Simulation of Complex Synthetic Data Information (original) (raw)
Tools and methods to simulate populations for surveys based on auxiliary data. The tools include model-based methods, calibration and combinatorial optimization algorithms, see Templ, Kowarik and Meindl (2017) <doi:10.18637/jss.v079.i10>) and Templ (2017) <doi:10.1007/978-3-319-50272-4>. The package was developed with support of the International Household Survey Network, DFID Trust Fund TF011722 and funds from the World bank.
| Version: | 2.1.3 |
|---|---|
| Depends: | R (≥ 3.0.0), lattice, vcd |
| Imports: | data.table, MASS, Rcpp (≥ 0.11.0), RcppArmadillo, e1071, parallel, nnet, doParallel, foreach, colorspace, VIM, methods, EnvStats, fitdistrplus, ranger, wrswoR, matrixStats, xgboost, partykit |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | haven, microbenchmark, stringr, tinytest, sampling, covr |
| Published: | 2024-01-08 |
| DOI: | 10.32614/CRAN.package.simPop |
| Author: | Matthias Templ [aut, cre], Alexander Kowarik |
| Maintainer: | Matthias Templ <matthias.templ at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/statistikat/simPop |
| NeedsCompilation: | yes |
| Citation: | simPop citation info |
| Materials: | README, |
| In views: | OfficialStatistics |
| CRAN checks: | simPop results |
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