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Can someone please explain to me what exactly is meant by Independence and Dependence of Observations between Conditions and if you can please provide some

Can someone please explain to me what exactly is meant by Independence and Dependence of Observations between Conditions and if you can please provide some examples? Is this related to identifying the Independent vs the Dependent variables or something else?

Thanks

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