A strategic and statistically based experimental design is a key component of Reduction, and the backbone of reproducible research. Design basics consist of formal structuring of input variables and clearly defined experimental units. Formal designs can evaluate two or more input factors simultaneously, identify and prioritise the most important inputs, and identify interactions where most discovery occurs.
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Reynolds, P. Statistical design of experiments: the forgotten component of Reduction. Lab Anim 53, 57–59 (2024). https://doi.org/10.1038/s41684-024-01334-1
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DOI: https://doi.org/10.1038/s41684-024-01334-1