Reproducibility and data presentation
نویسندگان
چکیده
منابع مشابه
Comparability and reproducibility of biomedical data
With the development of novel assay technologies, biomedical experiments and analyses have gone through substantial evolution. Today, a typical experiment can simultaneously measure hundreds to thousands of individual features (e.g. genes) in dozens of biological conditions, resulting in gigabytes of data that need to be processed and analyzed. Because of the multiple steps involved in the data...
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Ambient air quality datasets include missing data, values below method detection limits and outliers, and the precision and accuracy of the measurements themselves are often unknown. At the same time, many analyses require continuous data sequences and assume that measurements are error-free. While a variety of data imputation and cleaning techniques are available, the evaluation of such techni...
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Often papers are published where the underlying data supporting the research are not made available because of the limitations of making such large data sets publicly and permanently accessible. Even if the raw data are deposited in public archives, the essential analysis intermediaries, scripts or software are frequently not made available, meaning the science is not reproducible. The GigaScie...
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CONTEXT All assessment data, like other scientific experimental data, must be reproducible in order to be meaningfully interpreted. PURPOSE The purpose of this paper is to discuss applications of reliability to the most common assessment methods in medical education. Typical methods of estimating reliability are discussed intuitively and non-mathematically. SUMMARY Reliability refers to the...
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ژورنال
عنوان ژورنال: The Journal of Physiology
سال: 2019
ISSN: 0022-3751,1469-7793
DOI: 10.1113/jp277519