Science · 2011 · 1.4K citations · 8 references
ComputingComputer ScienceData ScienceExperimental DesignNature Of ScienceScientific ComputingComputational ModelingScientific EvidenceComputational ReproducibilityReplicabilityReplication Study DesignReproducibility AnalysisReproducibility AssessmentReproducibility Of Scientific EvidenceReproducibility StudiesResearch Reproducibility
Computational science has led to exciting new developments, but the nature of the work has exposed limitations in our ability to evaluate published findings. Reproducibility has the potential to serve as a minimum standard for judging scientific claims when full independent replication of a study is not possible.
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Repeatability of published microarray gene expression analyses
John P. A. Ioannidis, David B. Allison, Catherine A. Ball et al. · Nature Genetics · 2009 · 585 citations
Publish your computer code: it is good enough
Nick Barnes · Nature · 2010 · 328 citations
Accessible Reproducible Research
Jill P. Mesirov · Science · 2010 · 320 citations · Full text