simdata: Generate Simulated Datasets
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 [issues need fixing before 2024-12-11] |
Documentation:
| Reference manual: | simdata.pdf |
| Vignettes: |
simdata: A package for creating simulated datasets simdata: NORTA based simulation designs simdata: Technical documentation |
Downloads:
| 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 dependencies:
| Reverse imports: | easySimData |
Linking:
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