What are the limitations of bivariate analyses generally


What are the limitations of bivariate analyses generally? Which of the conditions of causality do these types of analysis violate? Given that, why do we bother with bivariate analysis?

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Basic Computer Science: What are the limitations of bivariate analyses generally
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