Package: simdata 0.4.0
Michael Kammer
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.
Authors:
simdata_0.4.0.tar.gz
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simdata.pdf |simdata.html✨
simdata/json (API)
NEWS
# Install 'simdata' in R: |
install.packages('simdata', repos = c('https://matherealize.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/matherealize/simdata/issues
data-generationregressionsimulationstatistics
Last updated 5 months agofrom:e017f4aa0c. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 29 2024 |
R-4.5-win | OK | Oct 29 2024 |
R-4.5-linux | OK | Oct 29 2024 |
R-4.4-win | OK | Oct 29 2024 |
R-4.4-mac | OK | Oct 29 2024 |
R-4.3-win | OK | Oct 29 2024 |
R-4.3-mac | OK | Oct 29 2024 |
Exports:as_function_listcolapply_functionscontains_constantcor_from_uppercor_to_covcor_to_upperdo_processingestimate_final_correlationfunction_listget_from_function_listget_names_from_function_listis_collinearis_cor_matrixoptimize_cor_matpartialplot_cor_networkplot_estimated_cor_networkprocess_truncate_by_iqrprocess_truncate_by_thresholdquantile_function_from_densityquantile_function_from_quantilesquantile_functions_from_datasimdesignsimdesign_discunifsimdesign_mvtnormsimdesign_nortasimulate_datasimulate_data_conditional
Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixmvtnormpkgconfigrlangvctrs
simdata: A package for creating simulated datasets
Rendered fromDemo.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-06-26
Started: 2019-11-26
simdata: NORTA based simulation designs
Rendered fromNORTA_demo.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-06-26
Started: 2021-07-05
simdata: Technical documentation
Rendered fromTechnical_documentation.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2021-07-05
Started: 2021-07-05