Create Random ADaM Datasets

A set of functions to create random Analysis Data Model (ADaM) datasets and cached dataset. ADaM dataset specifications are described by the Clinical Data Interchange Standards Consortium (CDISC) Analysis Data Model Team.


random.cdisc.data

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The random.cdisc.data is a package for creating random CDISC data. The random datasets available to create are:

  • radsl: Subject-Level Analysis Dataset (ADSL)
  • radab: Anti-Drug Antibody Analysis Dataset (ADAB)
  • radae: Adverse Event Analysis Dataset (ADAE)
  • radaette: Time to Adverse Event Analysis Dataset (ADAETTE)
  • radcm: Previous and Concomitant Medications Analysis Dataset (ADCM)
  • raddv: Protocol Deviations Analysis Dataset (ADDV)
  • radeg: ECG Analysis Dataset (ADEG)
  • radex: Exposure Analysis Dataset (ADEX)
  • radhy: Hys Law Analysis Dataset (ADHY)
  • radlb: Laboratory Data Analysis Dataset (ADLB)
  • radmh: Medical History Analysis Dataset (ADMH)
  • radpc: Pharmacokinetics Analysis Dataset (ADPC)
  • radpp: Pharmacokinetics Parameters Dataset (ADPP)
  • radqlqc: EORTC QLQ-C30 V3 Analysis Dataset (ADQLQC)
  • radqs: Questionnaires Analysis Dataset (ADQS)
  • radrs: Response Analysis Dataset (ADRS)
  • radsaftte: Time to Safety Event Analysis Dataset (ADSAFTTE, wrapper of radaette)
  • radsub: Subcategory Analysis Dataset (ADSUB)
  • radtr: Tumor Response Analysis Dataset (ADTR)
  • radtte: Time-to-Event Dataset (ADTTE)
  • radvs: Vital Signs Analysis Dataset (ADVS)

Please note that changes to random data functions requires rebuild of cached data. Please read the "Rebuilding Random CDISC Cached Data" article.

Installation

install.packages("random.cdisc.data")

Alternatively, you might also use the development version.

# install.packages("pak")
pak::pak("insightsengineering/random.cdisc.data")

Acknowledgment

This package is a result of a joint efforts by many developers and stakeholders. We would like to thank everyone who contributed so far!

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Reference manual

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install.packages("random.cdisc.data")

0.3.16 by Joe Zhu, 2 years ago


https://insightsengineering.github.io/random.cdisc.data/, https://github.com/insightsengineering/random.cdisc.data/


Report a bug at https://github.com/insightsengineering/random.cdisc.data/issues


Browse source code at https://github.com/cran/random.cdisc.data


Authors: Pawel Rucki [aut] , Nick Paszty [aut] , Jana Stoilova [aut] , Joe Zhu [aut, cre] , Davide Garolini [aut] , Emily de la Rua [aut] , Christopher DiPietrantonio [aut] , Adrian Waddell [aut] , F. Hoffmann-La Roche AG [cph, fnd]


Documentation:   PDF Manual  


Apache License 2.0 license


Imports checkmate, dplyr, lifecycle, lubridate, magrittr, rlang, stringr, tibble, tidyr, yaml

Suggests diffdf, knitr, rmarkdown, testthat, withr


Depended on by pharmaversesdtmjnj.

Suggested by cardinalfda, dtlg, filters, junco, teal.data.


See at CRAN