List of works - Victoria Stodden

An empirical analysis of journal policy effectiveness for computational reproducibility.

scientific article published on 12 March 2018

Best Practices for Computational Science: Software Infrastructure and Environments for Reproducible and Extensible Research

scientific article published on 09 July 2014

Big Data’s End Run around Anonymity and Consent

article

Computing environments for reproducibility: Capturing the “Whole Tale”

scientific article published on 10 February 2018

Enhancing reproducibility for computational methods

scientific article published in December 2016

Four simple recommendations to encourage best practices in research software

scientific article

Open Access journals need to become first choice, in invasion ecology and beyond

scientific article

Portable Approaches to Informed Consent and Open Data

Reproducibility and replicability of rodent phenotyping in preclinical studies

scientific article published on 18 January 2018

Reproducibility of research: Issues and proposed remedies

scientific article published on 12 March 2018

Reproscreener: Leveraging LLMs for Assessing Computational Reproducibility of Machine Learning Pipelines

scientific article published on 11 July 2024

ResearchCompendia.org: Cyberinfrastructure for Reproducibility and Collaboration in Computational Science

scientific article published on 04 February 2015

Rules for Growth: Promoting Innovation and Growth Through Legal Reform

article

SCIENTIFIC INTEGRITY. Self-correction in science at work

scientific article

Structuring supplemental materials in support of reproducibility

scientific article

The Idealized Machine Learning Pipeline (IMLP) for Advancing Reproducibility in Machine Learning

scientific article published on 11 July 2024

Toward Reproducible Computational Research: An Empirical Analysis of Data and Code Policy Adoption by Journals

scientific article (publication date: 2013)

When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts? ⬇️

scientific article published in January 2004

List of works by Victoria Stodden

An empirical analysis of journal policy effectiveness for computational reproducibility.

Best Practices for Computational Science: Software Infrastructure and Environments for Reproducible and Extensible Research

Big Data’s End Run around Anonymity and Consent

Computing environments for reproducibility: Capturing the “Whole Tale”

Enhancing reproducibility for computational methods

Four simple recommendations to encourage best practices in research software

Open Access journals need to become first choice, in invasion ecology and beyond

Portable Approaches to Informed Consent and Open Data

Reproducibility and replicability of rodent phenotyping in preclinical studies

Reproducibility of research: Issues and proposed remedies

Reproscreener: Leveraging LLMs for Assessing Computational Reproducibility of Machine Learning Pipelines

ResearchCompendia.org: Cyberinfrastructure for Reproducibility and Collaboration in Computational Science

Rules for Growth: Promoting Innovation and Growth Through Legal Reform

SCIENTIFIC INTEGRITY. Self-correction in science at work

Structuring supplemental materials in support of reproducibility

The Idealized Machine Learning Pipeline (IMLP) for Advancing Reproducibility in Machine Learning

Toward Reproducible Computational Research: An Empirical Analysis of Data and Code Policy Adoption by Journals

When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts? ⬇️