Reproducibility - Wikipedia
WebReproducibility, 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 ...
Understanding Reproducibility and Replicability - Reproducibility …
WebMay 7, 2019 · While this notion of reproducibility is quite different from situations in which a researcher gathers new data in the hopes of independently verifying previous results or a scientific inference, some scientific fields use the term reproducibility to refer to …
WebThe language and conceptual framework of “research reproducibility” are nonstandard and unsettled across the sciences. In this Perspective, we review an array of explicit and implicit definitions of reproducibility and related terminology, and discuss how to avoid potential misunderstandings when these terms are used as a surrogate for ...
A visual tool for defining reproducibility and replicability
WebJun 17, 2019 · Reproducibility and replicability are fundamental requirements of scientific studies. Disagreements over universal definitions for these terms have affected the interpretation of large-scale...
Summary - Reproducibility and Replicability in Science - NCBI …
WebMay 7, 2019 · In short, reproducibility involves the original data and code; replicability involves new data collection to test for consistency with previous results of a similar study. These two processes also differ in the type of results that should be expected.
Six factors affecting reproducibility in life science research and …
WebWhat is reproducibility? The phrase ‘lack of reproducibility’ is understood in the scientific community, but it is a rather broad expression that incorporates several aspects.
Reproducibility vs Replicability | Difference & Examples - Scribbr
WebAug 19, 2022 · The terms reproducibility, repeatability, and replicability are sometimes used interchangeably, but they mean different things. A research study is reproducible when the existing data is reanalysed using the same research methods and …
Reproducibility and Replicability in Science - The National …
WebReproducibility and Replicability in Science defines reproducibility and replicability and examines the factors that may lead to non-reproducibility and non-replicability in research. Unlike the typical expectation of reproducibility between two computations, expectations about replicability are more nuanced, and in some cases a lack of ...
The fundamental principles of reproducibility | Philosophical ...
WebMar 29, 2021 · Reproducibility is the ability of independent investigators to draw the same conclusions from an experiment by following the documentation shared by the original investigators. Hence, reproducibility requires that another, independent team of investigators have to conduct the same experiment.
A manifesto for reproducible science | Nature Human Behaviour
WebJan 10, 2017 · A manifesto for reproducible science. Marcus R. Munafò, Brian A. Nosek, Dorothy V. M. Bishop, Katherine S. Button, Christopher D. Chambers, Nathalie Percie du Sert, Uri Simonsohn, Eric-Jan...
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