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Hello! Can you help me understand factorial designs with two or more independent variables can induce errors when interpreting data? I learn best with examples,

Hello! Can you help me understand factorial designs with two or more independent variables can induce errors when interpreting data? I learn best with examples, could you provide one or two so I can make sure I fully grasp the concept?

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