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Blocking Unpacked: Turning Noise into Signal in Experimental Design

Author
Mike Breault
Published
Mon 07 Apr 2025
Episode Link
None

In this Deep Dive episode, we dissect blocking: why grouping similar units helps separate treatment effects from nuisance variation, the Fisher ANOVA origin, and how to design blocks in trials and field experiments. We'll walk through practical examples—from clinical trials and soil fertility to within-subject designs—and finish with the rule 'Block what you can, randomize what you cannot' and how modern software enables smarter blocking schemes.


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