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:Michael Kammer [aut, cre]

simdata_0.4.0.tar.gz
simdata_0.4.0.tar.gz(r-4.5-noble)simdata_0.4.0.tar.gz(r-4.4-noble)
simdata_0.4.0.tgz(r-4.4-emscripten)simdata_0.4.0.tgz(r-4.3-emscripten)
simdata.pdf |simdata.html✨
simdata/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/matherealize/simdata/issues

28 exports 0.00 score 12 dependencies

Last updated 4 days agofrom:72934963bf

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