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 ...
3 Understanding Reproducibility and Replicability - National …
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 …
Summary - Reproducibility and Replicability in Science - NCBI Bookshelf
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.
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 ...
Six factors affecting reproducibility in life science research and …
WEBHere, we review predominant factors affecting reproducibility and outline efforts to improve the situation. What is reproducibility?
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...
Reproducibility and Replicability in Science - The National …
WEBIn a review paper on the use of the terms reproducibility and replicability, Barba (2018) outlined three categories of usage, which she characterized as A, B1, and B2: A: The terms are used with no distinction between them.
What does research reproducibility mean? - Science
WEBJun 1, 2016 · According to a U.S. National Science Foundation (NSF) subcommittee on replicability in science (9), “ reproducibility refers to the ability of a researcher to duplicate the results of a prior study using the same materials as …
Reproducibility - Reproducibility and Replicability in Science
WEBMay 7, 2019 · This chapter reviews the technical and procedural challenges in ensuring reproducibility and assesses the extent of non-reproducibility in scientific and engineering research. The committee also examines factors that may deter or limit reproducibility.
A manifesto for reproducible science - Nature Human Behaviour
WEBJan 10, 2017 · Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives.
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