Dssynthetic: synthetic data generation for the datashield federated analysis system

HIGHLIGHTS

  • who: Soumya Banerjee from the (UNIVERSITY) have published the research work: dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system, in the Journal: (JOURNAL)
  • what: In the paper accompanying tutorial the authors demonstrate how the use of synthetic data generated with the package can help DataSHIELD users with tasks such as writing analysis scripts harmonising data to common scales measures.
  • future: The package is simpler to use offers different options to generate synthetic data (using packages like simstudy and synthpop) and comprehensive workflows for writing DataSHIELD scripts and data harmonisation Determining privacy . . .

     

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