Package: respectables 0.0.4.9000
Gabriel Becker
respectables: Create Relationally-Specified Multi-Table Datasets
This package provides a general framework and utility functions for simulating or synthesizing database-like multiple-table datasets. This is done by defining and then applying data recipes, which support the simulation or derivation of multiple variables jointly and/or conditional on the value of other already existing or recipe-specified variables. It also supports the simulation or augmentation of data which encodes a 1-to-many relationship with a foreign-key in an existing table.
Authors:
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respectables.pdf |respectables.html✨
respectables/json (API)
| # Install 'respectables' in R: |
| install.packages('respectables', repos = c('https://pharmaverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/roche/respectables/issues
Last updated 17 days agofrom:64d3e5409d. Checks:OK: 1 NOTE: 6. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 01 2024 |
| R-4.5-win | NOTE | Oct 01 2024 |
| R-4.5-linux | NOTE | Oct 01 2024 |
| R-4.4-win | NOTE | Oct 01 2024 |
| R-4.4-mac | NOTE | Oct 01 2024 |
| R-4.3-win | NOTE | Oct 01 2024 |
| R-4.3-mac | NOTE | Oct 01 2024 |
Exports:gen_data_dbgen_reljoin_tablegen_table_datainit_new_colsinject_naslookup_funmiss_as_blockmiss_at_randomno_argsno_depsno_keyno_recpct_origrand_per_keyrand_posixctrep_nrep_per_keysample_fctsample_ynsecs_per_daysecs_per_yearseq_nsubjid_functable_specvalidate_recipe_deps
Dependencies:clifansigluelifecyclemagrittrpillarpkgconfigrlangtibbleutf8vctrs
Introduction to Respectables
Rendered fromintroduction.Rmdusingknitr::rmarkdownon Oct 01 2024.Last update: 2021-10-25
Started: 2021-10-25
Specifying, Simulating and Synthesizing Relational Data in R
Rendered fromcreating_synth_relational_data.Rmdusingknitr::rmarkdownon Oct 01 2024.Last update: 2021-10-25
Started: 2021-02-25
