Package: syntrial 0.4.2.9001
Reinhold Koch
syntrial: synthesize data from real clinical trial
Syntrial takes as input the data of a clinical trial in SDTM format (https://www.cdisc.org/standards/foundational/sdtm). For each synthesized patient a number of source patients is selected. From the source patients' data randomly weighted numeric values or, for categorical variables, one value is selected in a modification of classical bootstrap.
Authors:
syntrial_0.4.2.9001.tar.gz
syntrial_0.4.2.9001.zip(r-4.5)syntrial_0.4.2.9001.zip(r-4.4)syntrial_0.4.2.9001.zip(r-4.3)
syntrial_0.4.2.9001.tgz(r-4.4-any)syntrial_0.4.2.9001.tgz(r-4.3-any)
syntrial_0.4.2.9001.tar.gz(r-4.5-noble)syntrial_0.4.2.9001.tar.gz(r-4.4-noble)
syntrial_0.4.2.9001.tgz(r-4.4-emscripten)syntrial_0.4.2.9001.tgz(r-4.3-emscripten)
syntrial.pdf |syntrial.html✨
syntrial/json (API)
NEWS
| # Install 'syntrial' in R: |
| install.packages('syntrial', repos = c('https://pharmaverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/openpharma/syntrial/issues
- CRC305ABC_AE - Adverse event data from clinical trials CRC305ABC
- CRC305ABC_DM - Demographic data from clinical trials CRC305ABC
- CRC305ABC_LB - Lab data from clinical trials CRC305ABC
- CRC305ABC_VS - Vital sign data from clinical trials CRC305ABC
Last updated 2 years agofrom:52bd03b2f6. Checks:OK: 1 NOTE: 6. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | NOTE | Oct 31 2024 |
| R-4.5-linux | NOTE | Oct 31 2024 |
| R-4.4-win | NOTE | Oct 31 2024 |
| R-4.4-mac | NOTE | Oct 31 2024 |
| R-4.3-win | NOTE | Oct 31 2024 |
| R-4.3-mac | NOTE | Oct 31 2024 |
Exports:categorical_varsdomain_idsHmaxHstrucsynth_dfsynthesize
Dependencies:clicpp11dplyrfansigenericsglueKernSmoothlifecyclelubridatemagrittrphilentropypillarpkgconfigpoormanpurrrR6Rcpprlangstringistringrtibbletidyrtidyselecttimechangeutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| categorical variables | categorical_vars |
| adverse event data from clinical trials CRC305ABC | CRC305ABC_AE |
| demographic data from clinical trials CRC305ABC | CRC305ABC_DM |
| lab data from clinical trials CRC305ABC | CRC305ABC_LB |
| vital sign data from clinical trials CRC305ABC | CRC305ABC_VS |
| domain identifier variables | domain_ids |
| maximum entropy | Hmax |
| Shannon entropy structure details of a dataframe | Hstruc |
| generate synthesis dataframe | synth_df |
| synthesize a SDTM dataframe | synthesize |
| synthesize events dataframe | synthesize_E |
| Synthetic "twin trial" from real clinical trial data in SDTM format. | syntrial |
