Dawn M. Aycock

Statistical Considerations for Research Reproducibility: Strategies for Building Transparent Analytic Workflows.

BACKGROUND Reproducibility, the ability for independent investigators to obtain consistent results using the same data and analytic procedures, is foundational to scientific integrity, yet remains a challenge across research settings. Common practices such as manual data cleaning, point-and-click analyses, and creating...