Definition of Confounding:

Factor or interaction effects are said to be confounded when the effect of one factor is combined with that of another.

In other words, the effects of multiple factors on a response can not be separated. This occurs to some degree in all situations, and least frequently when the data is obtained from a carefully planned and executed experiment having a predefined objective.

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