Generate simulated datasets from an initial underlying distribution and apply transformations to obtain realistic data. Implements the 'NORTA' (Normal-to-anything) approach from Cario and Nelson (1997) and other data generating mechanisms. Simple network visualization tools are provided to facilitate communicating the simulation setup.
Version: | 0.4.0 |
Imports: | Matrix, mvtnorm, igraph (≥ 1.2.1) |
Suggests: | doParallel, doRNG, dplyr, fitdistrplus, forcats, ggplot2, GGally, ggcorrplot, knitr, nhanesA, patchwork, purrr, reshape2, rmarkdown, testthat (≥ 2.1.0) |
Published: | 2024-07-01 |
DOI: | 10.32614/CRAN.package.simdata |
Author: | Michael Kammer [aut, cre] |
Maintainer: | Michael Kammer <michael.kammer at meduniwien.ac.at> |
BugReports: | https://github.com/matherealize/simdata/issues |
License: | GPL-3 |
URL: | https://matherealize.github.io/simdata/, https://github.com/matherealize/simdata |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | simdata results |
Reference manual: | simdata.pdf |
Vignettes: |
simdata: A package for creating simulated datasets simdata: NORTA based simulation designs simdata: Technical documentation |
Package source: | simdata_0.4.0.tar.gz |
Windows binaries: | r-devel: simdata_0.4.0.zip, r-release: simdata_0.4.0.zip, r-oldrel: simdata_0.4.0.zip |
macOS binaries: | r-release (arm64): simdata_0.4.0.tgz, r-oldrel (arm64): simdata_0.4.0.tgz, r-release (x86_64): simdata_0.4.0.tgz, r-oldrel (x86_64): simdata_0.4.0.tgz |
Reverse imports: | easySimData |
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