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If your main goal in regression is inference (i.e., better understanding the relationship between your X variables and y) do you need to be concerned

If your main goal in regression is inference (i.e., better understanding the relationship between your X variables and y) do you need to be concerned about correlation between variables? Does this change if your goal is prediction? Explain your reasoning

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