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The State of Play of Reproducibility in Statistics: An Empirical Analysis
16 references·2 citing·42 second hop
The State of Play of Reproducibility in Statistics: An Empirical Analysis (2022)The State of Play of Reproducibility in S…knitr: A Comprehensive Tool for Reproducible Research in R (2018)knitr: A Comprehensive Tool f…Questionable research practices among italian research psychologists (2017)Questionable research practic…Packaging Data Analytical Work Reproducibly Using R (and Friends) (2017)Packaging Data Analytical Wor…Enhancing reproducibility for computational methods (2016)Enhancing reproducibility for…Computational Reproducibility in Archaeological Research: Basic Principles and a Case Study of Their Implementation (2016)Computational Reproducibility…1,500 scientists lift the lid on reproducibility (2016)1,500 scientists lift the lid…The prevalence of statistical reporting errors in psychology (1985–2013) (2015)The prevalence of statistical…Replications in Psychology Research (2012)Replications in Psychology Re…A Multi-Language Computing Environment for Literate Programming and Reproducible Research (2012)A Multi-Language Computing En…Reproducible Research in Computational Science (2011)Reproducible Research in Comp…An invitation to reproducible computational research (2010)An invitation to reproducible…Reproducible research and Biostatistics (2009)Reproducible research and Bio…On reproducible econometric research (2009)On reproducible econometric r…Statistical Analyses and Reproducible Research (2007)Statistical Analyses and Repr…Why Most Published Research Findings Are False (2005)Why Most Published Research F…Replication, Replication (1995)Replication, ReplicationStatistical Perspectives on Reproducibility: Definitions and Challenges (2025)Statistical Perspectives on R…Is Social Work Research in Crisis? (2023)Is Social Work Research in Cr…The earth is round (p < .05). (1994)Publication Manual of the American Psychological Association (2011)P-curve: A key to the file-drawer. (2013)Sample Size, Statistical Power, and False Conclusions in Infant Looking‐Time Research (2017)What You See Is What You Get? Enhancing Methodological Transparency in Management Research (2017)Replicability, Robustness, and Reproducibility in Psychological Science (2021)Experimental and Quasi-Experimental Designs for Research (1963)Why Most Published Research Findings Are False (2005)The Replication Recipe: What makes for a convincing replication? (2013)Registered Reports (2014)The unity and diversity of executive functions: A systematic review and re-analysis of latent variable studies. (2018)WaveLab and Reproducible Research (1995)Accessible Reproducible Research (2010)Binder 2.0 - Reproducible, interactive, sharable environments for science at scale (2018)Improving the quality of reports of meta-analyses of randomised controlled trials: the QUOROM statement (1999)Meta-analysis of Observational Studies in Epidemiology A Proposal for Reporting (2000)The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials (2001)False-Positive Psychology (2011)Power failure: why small sample size undermines the reliability of neuroscience (2013)Estimating the reproducibility of psychological science (2015)PS : political science & politicsPromoting an open research culture (2015)Reproducibility in Scientific Computing (2018)Understanding stone tool-making skill acquisition: Experimental methods and evolutionary implications (2019)Private archives and public needs. (1983)Designing Social Inquiry (1994)The power of prediction with social media (2013)The Pitfalls and Promise of Focus Groups as a Data Collection Method (2015)American Economic Review (2019)Exploratory Research (2020)Increasing value and reducing waste in research design, conduct, and analysis (2014)Reproducibility in Science (2014)An introduction to Docker for reproducible research (2015)Model Transparency and Validation (2012)Model Transparency and Validation: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-7 (2012)Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities (2017)A manifesto for reproducible science (2017)Bioconda: sustainable and comprehensive software distribution for the life sciences (2018)The nf-core framework for community-curated bioinformatics pipelines (2020)Researching Mental Health Disorders in the Era of Social Media: Systematic Review (2017)The future of scientific workflows (2017)FAIR Computational Workflows (2019)
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References

  • 2005Why Most Published Research Findings Are False10,471 cited
  • 20161,500 scientists lift the lid on reproducibility4,200 cited
  • 2011Reproducible Research in Computational Science1,446 cited
  • 2012Replications in Psychology Research750 cited
  • 2015The prevalence of statistical reporting errors in psychology (1985–2013)510 cited
  • 1995Replication, Replication456 cited
  • 2016Enhancing reproducibility for computational methods413 cited
  • 2007Statistical Analyses and Reproducible Research349 cited
  • 2016Computational Reproducibility in Archaeological Research: Basic Principles and a Case Study of Their Implementation248 cited
  • 2009Reproducible research and Biostatistics237 cited
  • 2018knitr: A Comprehensive Tool for Reproducible Research in R218 cited
  • 2010An invitation to reproducible computational research162 cited
  • 2017Questionable research practices among italian research psychologists162 cited
  • 2017Packaging Data Analytical Work Reproducibly Using R (and Friends)108 cited
  • 2009On reproducible econometric research91 cited
  • 2012A Multi-Language Computing Environment for Literate Programming and Reproducible Research

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Cited by

  • 2025Statistical Perspectives on Reproducibility: Definitions and Challenges13 cited
  • 2023Is Social Work Research in Crisis?5 cited