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Multiple Regression. Recall we perform multiple regression when we have several explanatory variables we want to relate to a continuous response Y.How the explanatory variables relate to each other is fundamental to understanding their relationship to the response variable.Relationships between the explanatory variables are called collinearity. This can be mild, or severe..
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