Reproducibility

Reproducibility for Everyone

Reproducibility for Everyone produces resources to help grow researchers' awareness of and ability to do reproducible research.

Reproducibility Immersive Course

Various fields in the natural and social sciences face a ‘crisis of confidence’. Broadly, this crisis amounts to a pervasiveness of non-reproducible results in the published literature. For example, in the field of biomedicine, Amgen published …

Reproducibility in Cancer Biology: The challenges of replication

Interpreting the first results from the Reproducibility Project: Cancer Biology requires a highly nuanced approach. Reproducibility is a cornerstone of science, and the development of new drugs and medical treatments relies on the results of …

Reproducibility Librarianship in Practice

As research across domains of study has become increasingly reliant on digital tools (librarianship included), the challenges in reproducibility have grown. Alongside this reproducibility challenge are the demands for open scholarship, such as …

Reproducibility, Preservation, and Access to Research with ReproZip and ReproServer

The adoption of reproducibility remains low, despite incentives becoming increasingly common in different domains, conferences, and journals. The truth is, reproducibility is technically difficult to achieve due to the complexities of computational …

Reproducible and reusable research: are journal data sharing policies meeting the mark?

Background There is wide agreement in the biomedical research community that research data sharing is a primary ingredient for ensuring that science is more transparent and reproducible. Publishers could play an important role in facilitating and …

Reproducible and transparent research practices in published neurology research

The objective of this study was to evaluate the nature and extent of reproducible and transparent research practices in neurology publications. Methods The NLM catalog was used to identify MEDLINE-indexed neurology journals. A PubMed search of these …

Reproducible Research

Modern scientific research takes advantage of programs such as Python and R that are open source. As such, they can be modified and shared by the wider community. Additionally, there is added functionality through additional programs and packages, …

Reproducible Research Methods

This is the website for the Autumn 2014 course “Reproducible Research Methods” taught by Eric C. Anderson at NOAA’s Southwest Fisheries Science Center. The course meets on Tuesdays and Thursdays from 3:30 to 4:30 PM in Room 188 of the Fisheries …

Reproducible research practices, transparency, and open access data in the biomedical literature, 2015–2017

Currently, there is a growing interest in ensuring the transparency and reproducibility of the published scientific literature. According to a previous evaluation of 441 biomedical journals articles published in 2000–2014, the biomedical literature …