Package: syntrial 0.4.2.9001
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
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syntrial_0.4.2.9001.tgz(r-4.4-any)syntrial_0.4.2.9001.tgz(r-4.3-any)
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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 1 years agofrom:52bd03b2f6. Checks:OK: 1 NOTE: 6. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 01 2024 |
R-4.5-win | NOTE | Sep 01 2024 |
R-4.5-linux | NOTE | Sep 01 2024 |
R-4.4-win | NOTE | Sep 01 2024 |
R-4.4-mac | NOTE | Sep 01 2024 |
R-4.3-win | NOTE | Sep 01 2024 |
R-4.3-mac | NOTE | Sep 01 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 |