Modernization of Statistical Analytics Solutions

The resources below were developed by the Modernization of Statistical Analytics (MoA) Initiative in an effort to accelerate the use of novel statistical computing capabilities when engaging with Health Authorities. As of October 2023, the Modernization of Statistical Analytics (MoA) Initiative is complete. There are no new solutions or updates planned.

ART Model

THREE CORE PRINCIPLES FOR REGULATORY COMPLIANCE & IMPLEMENTATION SUCCESS

Reproducibility REPRODUCIBILITY If a statistical analysis output can be recreated from the original dataset along with the associated environment, including all artifacts and dependencies, it is reproducible. If an output is not reproducible, it is questionable whether results of the output can be trusted. Traceability TRACEABILITY Refers to the ability to trace inputs to outputs, with the main goal being to provide evidence to connect e-data, code, and environment to the final output that is produced. Accuracy ACCURACY The measure of correctness of software libraries that are used to generate results from an MSA environment – it is not the programs that developers write using those software libraries.
Modernization of Statistical Analytics (MSA) Framework
Modernization of Statistical Analytics (MSA) Infographic
Case for Adoption
Modernization of Statistical Analytics Case Study Video Library