reproducibilitywithout
Reproducibilitywithout is a term used to describe a set of practices and a philosophy aimed at achieving reproducible research in contexts where traditional replication of data or experiments is difficult or impossible. It emphasizes ensuring that analytical conclusions are verifiable through transparent documentation and robust methods, even when full data access or identical experimental conditions cannot be provided.
Core ideas include preregistered analysis plans, detailed methodological reporting, and the sharing of code, computational workflows,
Applications of reproducibilitywithout arise in areas where data access is restricted, such as medical records, proprietary
Critics note that without access to original data some aspects of reproducibility may be limited and that
See also: reproducibility, replicability, open science, computational reproducibility, data privacy.