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Simulation Toolkit for Digital Clinical Measure Validation

This toolkit is designed to empower you with tools that complement the Framework for Novel Digital Clinical Measures, enabling you to:

  • Investigate how a novel method for assessing agreement between measures performs in a simulated analytical validation study, even when the measures lack directly comparable units.
  • Compare the novel method with established approaches to assessing agreement in similar studies.
  • Explore how common study design factors influence the estimates gathered from these methods.
  • Experiment with a realistic data generation mechanism to simulate scenarios for your own novel digital clinical measures.

The methodology behind this toolkit is described in this manuscript.

Access the simulation toolkit on GitHub

More on statistical considerations

About this resource

Digital Measures Best Practices, Digitally enabled healthcare

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