tag:joss.theoj.org,2005:/papers/tagged/prognostic%20modelJournal of Open Source Software2023-02-21T15:19:54ZJournal of Open Source Softwarehttps://joss.theoj.orgtag:joss.theoj.org,2005:Paper/36532023-02-21T15:19:54Z2023-02-22T00:00:52ZdsBinVal: Conducting distributed ROC analysis using DataSHIELDacceptedv1.0.12022-06-13 12:52:25 UTC822023-02-21 15:19:54 UTC820234545DanielSchalkDepartment of Statistics, LMU Munich, Munich, Germany, DIFUTURE (DataIntegration for Future Medicine, www.difuture.de), LMU Munich, Munich, Germany, Munich Center for Machine Learning, Munich, Germany0000-0003-0950-1947VerenaSophiaHoffmannInstitute for Medical Information Processing, Biometry and Epidemiology, LMU Munich, Munich, Germany, DIFUTURE (DataIntegration for Future Medicine, www.difuture.de), LMU Munich, Munich, GermanyBerndBischlDepartment of Statistics, LMU Munich, Munich, Germany, Munich Center for Machine Learning, Munich, GermanyUlrichMansmannInstitute for Medical Information Processing, Biometry and Epidemiology, LMU Munich, Munich, Germany, DIFUTURE (DataIntegration for Future Medicine, www.difuture.de), LMU Munich, Munich, Germany10.21105/joss.04545https://doi.org/10.5281/zenodo.7634619Rhttps://joss.theoj.org/papers/10.21105/joss.04545.pdfDataSHIELD, distributed computing, distributed analysis, privacy-preserving, diagnostic tests, prognostic model, model validation, ROC-GLM, discrimination, calibration, Brier score