Reproducibility - Wikipedia
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 ...
3 Understanding Reproducibility and Replicability - National …
2019年5月7日 · 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 this practice.
Summary - Reproducibility and Replicability in Science - NCBI Bookshelf
2019年5月7日 · 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.
Reproducibility vs Replicability | Difference & Examples - Scribbr
2022年8月19日 · 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 yields the same results.
A visual tool for defining reproducibility and replicability
2019年6月17日 · Reproducibility and replicability are fundamental requirements of scientific studies. Disagreements over universal definitions for these terms have affected the interpretation of large-scale...
The 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 manifesto for reproducible science - Nature Human Behaviour
2017年1月10日 · Here we argue for the adoption of measures to optimize key elements of the scientific process: methods, reporting and dissemination, reproducibility, evaluation and incentives.
What does research reproducibility mean? - Science
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 were used by the original investigator.
Reproducibility and Replicability in Science - The National …
In 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.
6 Improving Reproducibility and Replicability - National Center …
2019年5月7日 · Improving substandard research practices—including poor study design, failure to report details, and inadequate data analysis—has the potential to improve reproducibility and replicability by ensuring that research is more rigorous, thoughtful, and dependable.
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