"If you tinker with too many things at once without a way to separate their effects, you cannot reliably reconcile the true impacts of the tested technologies, interactions, or user experiences."
The NIST/SEMATECH statistical handbook explains how controlling experimental factors helps identify their effects and why interactions between variables complicate interpretation. It provides the experimental-design foundation for isolating what an engineering experiment actually reveals.
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