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Reproducibility, closely related to replicability and repeatability, is a major principle underpinning the scientific method. For the findings of a study to be reproducible means that results obtained by an experiment or an observational study or in a statistical analysis of a data set should be achieved again with a high degree of reliability ...
Considerations about reproducibility can be placed into two categories. Reproducibility in the narrow sense refers to re-examining and validating the analysis of a given set of data. Replication refers to repeating the experiment or study to obtain new, independent data with the goal of reaching the same or similar conclusions.
The Reproducibility Project is a series of crowdsourced collaborations aiming to reproduce published scientific studies, finding high rates of results which could not be replicated. It has resulted in two major initiatives focusing on the fields of psychology [1] and cancer biology. [2] The project has brought attention to the replication ...
ANOVA gauge R&R. ANOVA gage repeatability and reproducibility is a measurement systems analysis technique that uses an analysis of variance (ANOVA) random effects model to assess a measurement system. The evaluation of a measurement system is not limited to gage but to all types of measuring instruments, test methods, and other measurement systems.
In "The Work of Art in the Age of Mechanical Reproduction" (1935), Walter Benjamin addresses the artistic and cultural, social, economic, and political functions of art in a capitalist society. " The Work of Art in the Age of Mechanical Reproduction " (1935), by Walter Benjamin, is an essay of cultural criticism which proposes and explains that ...
Brian Arthur Nosek is an American social-cognitive psychologist, professor of psychology at the University of Virginia, and the co-founder and director of the Center for Open Science. [1] He also co-founded the Society for the Improvement of Psychological Science and Project Implicit. [2][3] He has been on the faculty of the University of ...
Research transparency. Research transparency is a major aspect of scientific research. It covers a variety of scientific principles and practices: reproducibility, data and code sharing, citation standards or verifiability. The definitions and norms of research transparency significantly differ depending on the disciplines and fields of research.
Consistency (reproducibility): Consistent findings observed by different persons in different places with different samples strengthens the likelihood of an effect. Specificity: Causation is likely if there is a very specific population at a specific site and disease with no other likely explanation. The more specific an association between a ...