Computational Analysis of Lifespan Experiment Reproducibility
نویسندگان
چکیده
منابع مشابه
Computational Analysis of Lifespan Experiment Reproducibility
Independent reproducibility is essential to the generation of scientific knowledge. Optimizing experimental protocols to ensure reproducibility is an important aspect of scientific work. Genetic or pharmacological lifespan extensions are generally small compared to the inherent variability in mean lifespan even in isogenic populations housed under identical conditions. This variability makes re...
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Independent reproducibility is essential to the generation of scientific knowledge. Optimizing experimental protocols to ensure reproducibility is an important aspect of scientific work. Genetic or pharmacological lifespan extensions are generally small compared to the inherent variability in mean lifespan even in isogenic populations housed under identical conditions. This variability makes re...
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Creating and testing reproducible computational experiments is hard. Researchers must derive a compendium that encapsulates all the components needed to reproduce a result. Reviewers must unpack the encapsulated components, run them in an environment that could be different from the source environment, and verify the results. Although many tools support some aspect of reproducibility, there is ...
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Although a standard in natural science, reproducibility has been only episodically applied in experimental computer science. Scientific papers often present a large number of tables, plots and pictures that summarize the obtained results, but then loosely describe the steps taken to derive them. Not only can the methods and the implementation be complex, but also their configuration may require...
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When reporting research findings, scientists document the steps they followed so that others can verify and build upon the research. When those steps have been described in sufficient detail that others can retrace the steps and obtain similar results, the research is said to be reproducible. Computers play a vital role in many research disciplines and present both opportunities and challenges ...
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ژورنال
عنوان ژورنال: Frontiers in Genetics
سال: 2017
ISSN: 1664-8021
DOI: 10.3389/fgene.2017.00092