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This study demonstrated coordinated analysis as a powerful approach to enhance replicability and reproducibility, especially for aging-related longitudinal research.
"Big data" (4) and cyberinfrastructure (5) have promised unlimited data sharing and reuse, replicability and reproducibility in highly collaborative and distributed research environments.
Replicability and reproducibility are not completely independent.
In 2011, a special section of Science (Vol. 334, No. 6060) addressed replicability and reproducibility and made two general points.
If this is a review article, replicability and reproducibility should be discussed in more detail, and ActivePapers in less.
The lack of replicability and reproducibility of scientific studies based on computational methods has lead to serious mistakes in published scientific findings, some of which have been discovered and publicized recently.
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While independence of the execution of the agents is still ensured through randomisation of their decisions output, having a deterministic order of their execution allows replicability of the experiment and reproducibility of the results.
When conducting research on laboratory animals, experimentalists often strive for the following [1]: replicability (low variation between measurements in a given test), repeatability (low variation among replicate tests within a laboratory), and reproducibility (similar outcomes in comparable experiments from different laboratories).
Unless new platform candidates such as Google's PNaCl turn out to be workable solutions, it seems like the scientific community will have to make a choice between the continued use of legacy software and the transition to a software development infrastructure that supports the replicability, reproducibility, and preservation of computational research.
Two cornerstones of scientific endeavour are transparency and reproducibility.
Transparency and reproducibility are the beating heart of the scientific enterprise.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com