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We evaluate each reaction variable separately and compare it aided by the fit of the multivariate recommended design. The multivariate quasi-beta regression design provides better fit than its univariate counterparts, as well as allows us to gauge the correlation between response factors. Finally, we adapted diagnostic tools to your proposed model. In the additional material, we provide the information ready and R code.Background The influence of bodily hormones on the development