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Ackbach
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MHB
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I came across this article, called "Ten Simple Rules for Effective Statistical Practice", and thought it was monumental in its importance for understanding statistics and using it practically, particularly in science. I hope you enjoy it!
This article provides ten simple rules for effective statistical practice. The rules are designed to help researchers understand and apply statistical principles, avoiding common pitfalls and ensuring the scientific validity of research findings. The authors stress the importance of aligning statistical methods with scientific questions, considering data quality, checking assumptions, reporting variability, and replicating results. They also emphasize the importance of collaboration with statisticians and the value of reproducible research.
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