There is a direct cause-and-effect relationship or true dependence between the dependent and independent variables in regression analysis.

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In regression analysis, the relationship between dependent and independent variables is statistical, not necessarily a direct cause-and-effect. It identifies how the dependent variable changes when any of the independent variables are varied, without proving a causal relationship.

There Is a Direct Cause-And-Effect Relationship or True Dependence Between