A common way to deal with multiple response variables is to apply the univariate technique separately to each variable, ignoring the joint correlation among the responses.Ĭonsider the concrete slump test study reported in, , and. Many multivariate regression techniques are designed for univariate responses. ![]() Multivariate multiple regression analysis is often used to assess covariate effects when one or multiple response variables are collected in observational or experimental studies.
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