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Promoting and Enabling Reproducible Data Science Through a Reproducibility Challenge
16 references·0 citing·37 second hop
Promoting and Enabling Reproducible Data Science Through a Reproducibility Challenge (2022)Promoting and Enabling Reproducible Data …Replicability, Robustness, and Reproducibility in Psychological Science (2021)Replicability, Robustness, an…The data science life cycle (2020)The data science life cycleRecommendations to enhance rigor and reproducibility in biomedical research (2020)Recommendations to enhance ri…A Badging System for Reproducibility and Replicability in Remote Sensing Research (2020)A Badging System for Reproduc…Reproducible big data science: A case study in continuous FAIRness (2019)Reproducible big data science…Reproducibility and Replicability in Science (2019)Reproducibility and Replicabi…A consensus-based transparency checklist (2019)A consensus-based transparenc…Simple data and workflow management with the signac framework (2018)Simple data and workflow mana…A Survey on Data Reproducibility and the Effect of Publication Process on the Ethical Reporting of Laboratory Research (2018)A Survey on Data Reproducibil…BioContainers: an open-source and community-driven framework for software standardization (2017)BioContainers: an open-source…A manifesto for reproducible science (2017)A manifesto for reproducible …1,500 scientists lift the lid on reproducibility (2016)1,500 scientists lift the lid…Self-correction in science at work (2015)Self-correction in science at…Promoting an open research culture (2015)Promoting an open research cu…Policy: NIH plans to enhance reproducibility (2014)Policy: NIH plans to enhance …Journals unite for reproducibility (2014)Journals unite for reproducib…The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)CONSORT 2010 Statement: updated guidelines for reporting parallel group randomised trials (2010)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015: elaboration and explanation (2015)The preregistration revolution (2018)Sustainable data analysis with Snakemake (2021)The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud (2013)The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2016 update (2016)Towards FAIR principles for research software (2019)Towards reproducible computational drug discovery (2020)Reproducible, scalable, and shareable analysis pipelines with bioinformatics workflow managers (2021)The Sociology of Science: Theoretical and Empirical Investigations (1974)Pravila PRISMA 2020. (2021)Video game play is positively correlated with well-being (2021)A declaração PRISMA 2020: diretriz atualizada para relatar revisões sistemáticas (2022)Ten Simple Rules for Reproducible Computational Research (2013)Tools and techniques for computational reproducibility (2016)A Synthesis of the Formats for Correcting Erroneous and Fraudulent Academic Literature, and Associated Challenges (2022)The five pillars of computational reproducibility: bioinformatics and beyond (2023)Computational reproducibility of Jupyter notebooks from biomedical publications (2024)Construct validity in psychological tests. (1955)A power primer. (1992)Why Most Published Research Findings Are False (2005)Reducing bias, increasing transparency and calibrating confidence with preregistration (2023)Self-determination and attitudes toward artificial intelligence: Cross-national and longitudinal perspectives (2023)The replication crisis has led to positive structural, procedural, and community changes (2023)Estimating the reproducibility of psychological science (2015)Meta-analysis and the science of research synthesis (2018)Risk of Bias in Reports of In Vivo Research: A Focus for Improvement (2015)Open science saves lives: lessons from the COVID-19 pandemic (2021)Power Analysis for Parameter Estimation in Structural Equation Modeling: A Discussion and Tutorial (2021)STARD 2015: An Updated List of Essential Items for Reporting Diagnostic Accuracy Studies (2015)STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies (2015)What does research reproducibility mean? (2016)Bioconda: sustainable and comprehensive software distribution for the life sciences (2018)The nf-core framework for community-curated bioinformatics pipelines (2020)Challenges for assessing replicability in preclinical cancer biology (2021)Prevalence of questionable research practices, research misconduct and their potential explanatory factors: A survey among academic researchers in The Netherlands (2022)
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References

  • 20161,500 scientists lift the lid on reproducibility4,200 cited
  • 2017A manifesto for reproducible science3,368 cited
  • 2015Promoting an open research culture2,686 cited
  • 2014Policy: NIH plans to enhance reproducibility1,247 cited
  • 2019Reproducibility and Replicability in Science921 cited
  • 2017BioContainers: an open-source and community-driven framework for software standardization798 cited
  • 2021Replicability, Robustness, and Reproducibility in Psychological Science769 cited
  • 2014Journals unite for reproducibility305 cited
  • 2020Recommendations to enhance rigor and reproducibility in biomedical research154 cited
  • 2019A consensus-based transparency checklist151 cited
  • 2018Simple data and workflow management with the signac framework150 cited
  • 2015Self-correction in science at work143 cited
  • 2020The data science life cycle43 cited
  • 2020A Badging System for Reproducibility and Replicability in Remote Sensing Research43 cited
  • 2018A Survey on Data Reproducibility and the Effect of Publication Process on the Ethical Reporting of Laboratory Research41 cited
  • 2019

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Reproducible big data science: A case study in continuous FAIRness
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