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Over recent decades, biomedical research methods have helped to answer many important questions about treatment and prevention, but the kinds of tools that can tell us which intervention to choose over another are not invariably the most appropriate to address complex challenges such as designing healthier cities, or creating healthier, more sustainable food systems.
It's not always appropriate.
"Forgiveness is not always appropriate.
Yes, it is usually appropriate for Likert scales, as widely used in health science education, to be analysed using parametric statistics––but not invariably so, and simple analyses may again be suboptimal if major asymmetry in the underlying distribution is ignored.
But opinions do not invariably follow popularity.
And, often although not invariably, bigger brains.
The Rachmaninoff score is not invariably supportive.
Yet big does not invariably mean bad.
Cuts are not invariably catastrophic.
They often, though not invariably, notice and correct these failures.
Their welcome was not invariably warm.
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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